data_preprocessing_augmentation.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f5819f1c-4f6d-44d7-97ef-5d86edd13954",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/lib/python3/dist-packages/requests/__init__.py:89: RequestsDependencyWarning: urllib3 (1.26.13) or chardet (3.0.4) doesn't match a supported version!\n",
      "  warnings.warn(\"urllib3 ({}) or chardet ({}) doesn't match a supported \"\n"
     ]
    }
   ],
   "source": [
    "from audiomentations import AddBackgroundNoise, PolarityInversion\n",
    "from imutils import paths\n",
    "import matplotlib.pyplot as plt\n",
    "import soundfile as sf\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import librosa\n",
    "import random\n",
    "import shutil\n",
    "import json\n",
    "import os "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1342c43f-7e85-45a2-93e5-f53479de85ec",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Google's Speech Commands V2</th>\n",
       "      <th>Translated (tt)</th>\n",
       "      <th>Folder name</th>\n",
       "      <th>Number of recordings</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>backward</td>\n",
       "      <td>артка</td>\n",
       "      <td>4866</td>\n",
       "      <td>96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>forward</td>\n",
       "      <td>алга</td>\n",
       "      <td>4867</td>\n",
       "      <td>98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>right</td>\n",
       "      <td>уңга</td>\n",
       "      <td>4868</td>\n",
       "      <td>101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>left</td>\n",
       "      <td>сулга</td>\n",
       "      <td>4869</td>\n",
       "      <td>103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>down</td>\n",
       "      <td>аска</td>\n",
       "      <td>4870</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Google's Speech Commands V2 Translated (tt)  Folder name  \\\n",
       "0                    backward           артка         4866   \n",
       "1                     forward            алга         4867   \n",
       "2                       right            уңга         4868   \n",
       "3                        left           сулга         4869   \n",
       "4                        down            аска         4870   \n",
       "\n",
       "   Number of recordings  \n",
       "0                    96  \n",
       "1                    98  \n",
       "2                   101  \n",
       "3                   103  \n",
       "4                   100  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "DATASET_PATH = 'Tatar speech commands/'\n",
    "\n",
    "metadata = pd.read_excel(os.path.join(DATASET_PATH, 'Tatar commands.xlsx'))\n",
    "metadata.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1a4622a3-158b-4d02-a7e8-8d8eb19c5f74",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 4866 backward\n",
      "1 4867 forward\n",
      "2 4868 right\n",
      "3 4869 left\n",
      "4 4870 down\n",
      "5 4871 up\n",
      "6 4873 go\n",
      "7 4872 stop\n",
      "8 4874 on\n",
      "9 4875 off\n",
      "10 4876 yes\n",
      "11 4877 no\n",
      "12 4878 learn\n",
      "13 4879 follow\n",
      "14 4880 zero\n",
      "15 4881 one\n",
      "16 4882 two\n",
      "17 4883 three\n",
      "18 4884 four\n",
      "19 4885 five\n",
      "20 4886 six\n",
      "21 4887 seven\n",
      "22 4888 eight\n",
      "23 4889 nine\n",
      "24 4890 bed\n",
      "25 4891 bird\n",
      "26 4892 cat\n",
      "27 4893 dog\n",
      "28 4894 happy\n",
      "29 4895 house\n",
      "30 4896 read\n",
      "31 4897 write\n",
      "32 4898 tree\n",
      "33 4899 visual\n",
      "34 4900 wow\n"
     ]
    }
   ],
   "source": [
    "command_map = {}\n",
    "for ind in metadata.index:\n",
    "    command_id = metadata['Folder name'][ind]\n",
    "    command_name = metadata['Google\\'s Speech Commands V2'][ind]\n",
    "    command_map[command_id] = command_name\n",
    "    print(ind, command_id, command_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "f1509c97-d533-43c2-8de3-764a886346ea",
   "metadata": {},
   "outputs": [],
   "source": [
    "# path to save the processed dataset\n",
    "new_dataset_path = \"Keyword-MLP/data_tt/\"\n",
    "# path to the background noise dataset\n",
    "bn_dataset_path = \"ESC-50-master/audio\" \n",
    "\n",
    "n = 30 # number of randomly selected test subjects\n",
    "    \n",
    "commands = [\"backward\", \"forward\", \"right\", \"left\", \"down\", \"up\", \"go\", \"stop\", \"on\", \"off\", \"yes\", \"no\", \n",
    "            \"learn\", \"follow\", \"zero\", \"one\", \"two\", \"three\", \"four\", \"five\", \"six\", \"seven\", \"eight\", \n",
    "            \"nine\", \"bed\", \"bird\", \"cat\", \"dog\", \"happy\", \"house\", \"read\", \"write\", \"tree\", \"visual\", \"wow\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e0db327d-bc1a-4034-95d6-3f5b710b206f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# create new directories\n",
    "for command in commands:\n",
    "    command_path = os.path.join(new_dataset_path, command)\n",
    "    if not os.path.exists(command_path):\n",
    "        os.makedirs(command_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "bbe31887-0dfc-4879-b5f8-000dc436ebec",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3547\n"
     ]
    }
   ],
   "source": [
    "# check the num of speech commands in KSCD\n",
    "wavPaths = list(paths.list_files(DATASET_PATH, validExts=\"mp3\"))\n",
    "print(len(wavPaths))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "a153b91b-64c9-4bb6-b317-07dcb6c1dd23",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "backward 96\n",
      "forward 98\n",
      "right 101\n",
      "left 103\n",
      "down 100\n",
      "up 101\n",
      "go 102\n",
      "stop 104\n",
      "on 102\n",
      "off 100\n",
      "yes 103\n",
      "no 103\n",
      "learn 100\n",
      "follow 97\n",
      "zero 102\n",
      "one 101\n",
      "two 100\n",
      "three 100\n",
      "four 100\n",
      "five 104\n",
      "six 101\n",
      "seven 103\n",
      "eight 100\n",
      "nine 99\n",
      "bed 98\n",
      "bird 101\n",
      "cat 104\n",
      "dog 104\n",
      "happy 103\n",
      "house 104\n",
      "read 104\n",
      "write 104\n",
      "tree 102\n",
      "visual 103\n",
      "wow 100\n"
     ]
    }
   ],
   "source": [
    "for key, val in command_map.items():\n",
    "    mp3_files = list(paths.list_files(os.path.join(DATASET_PATH,str(key)), validExts=\"mp3\"))\n",
    "    print(val, len(mp3_files))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "32e4a2d6-91a8-43e7-a15f-62b6d21d8941",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "153"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create a dictionary\n",
    "# key: subject ID\n",
    "# value: num of samples \n",
    "dic = {}\n",
    "\n",
    "for wavPath in wavPaths:\n",
    "    wav_name = wavPath.split('/')[-1]\n",
    "    wav_name = wav_name.split('.')[0]\n",
    "    #print(wavPath)\n",
    "    #print(wav_name.split('_'))\n",
    "    cmd_id, sub_id, *rest = wav_name.split('_')\n",
    "    if sub_id in dic:\n",
    "        dic[sub_id] += 1\n",
    "    else:\n",
    "        dic[sub_id] = 1\n",
    "\n",
    "len(dic)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "a8dfc220-0d95-4f51-9e1b-06fb87729c83",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "# training subjects: 113\n",
      "# validation subjects: 10\n",
      "# testing subjects: 30\n"
     ]
    }
   ],
   "source": [
    "# split the subjects into\n",
    "# training, validation, and test set\n",
    "train_subjects = []\n",
    "test_subjects = []\n",
    "val_subjects = []\n",
    "\n",
    "for key, val in dic.items():\n",
    "    if val == 35:\n",
    "        test_subjects.append(key)\n",
    "    else:\n",
    "        train_subjects.append(key)\n",
    "\n",
    "val_subjects = test_subjects[n:n+10]\n",
    "train_subjects += test_subjects[n+10:]\n",
    "test_subjects = test_subjects[:n]\n",
    "\n",
    "\n",
    "print(\"# training subjects:\", len(train_subjects))\n",
    "print(\"# validation subjects:\", len(val_subjects))\n",
    "print(\"# testing subjects:\", len(test_subjects))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "8c8bc44a-5ea4-409c-8c11-1d0cc0ffde93",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2147 350 1050\n"
     ]
    }
   ],
   "source": [
    "wavPaths = list(paths.list_files(DATASET_PATH, validExts=\"mp3\"))\n",
    "\n",
    "train_cnt = 0\n",
    "val_cnt = 0\n",
    "test_cnt = 0\n",
    "for wavPath in wavPaths:\n",
    "    sub_id = wavPath.split('/')[-1].split('.')[0]\n",
    "    sub_id = sub_id.split('_')[1]\n",
    "    if sub_id in train_subjects:\n",
    "        train_cnt += 1\n",
    "    elif sub_id in val_subjects:\n",
    "        val_cnt += 1\n",
    "    else:\n",
    "        test_cnt += 1\n",
    "        \n",
    "print(train_cnt, val_cnt, test_cnt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "0d7165aa-9cdb-4613-a9d4-bc39d7caf46f",
   "metadata": {},
   "outputs": [],
   "source": [
    "sample_rate = 16000 # sampling rate in kHz\n",
    "duration = 1 # audio length in seconds\n",
    "speeds = [0.8, 1, 1.2] # time stretch rates\n",
    "pitches = [-2, 0, 2] # pitch scales\n",
    "gain_min_factor, gain_max_factor  = 0.8, 1.2 # min-max gain factors\n",
    "noise_percentage_factor = 0.05 # white gaussian noise \n",
    "num_background_noise = 2 # number of background noises "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "1216eb60-9688-4bb3-a81f-ca2dc642dd79",
   "metadata": {},
   "outputs": [],
   "source": [
    "# https://github.com/musikalkemist/audioDataAugmentationTutorial/blob/main/3/dataaugmentation.py\n",
    "def add_white_noise(signal, noise_percentage_factor):\n",
    "    noise = np.random.normal(0, signal.std(), signal.size)\n",
    "    augmented_signal = signal + noise * noise_percentage_factor\n",
    "    return augmented_signal\n",
    "\n",
    "\n",
    "def time_stretch(signal, time_stretch_rate):\n",
    "    return librosa.effects.time_stretch(y=signal, rate=time_stretch_rate)\n",
    "\n",
    "\n",
    "def pitch_scale(signal, sample_rate, num_semitones):\n",
    "    return librosa.effects.pitch_shift(y=signal, sr=sample_rate, n_steps=num_semitones)\n",
    "\n",
    "\n",
    "def random_gain(signal, min_factor, max_factor):\n",
    "    gain_rate = random.uniform(min_factor, max_factor)\n",
    "    augmented_signal = signal * gain_rate\n",
    "    return augmented_signal\n",
    "\n",
    "\n",
    "def invert_polarity(signal):\n",
    "    return signal * -1\n",
    "\n",
    "\n",
    "add_background_noise = AddBackgroundNoise(sounds_path=bn_dataset_path,\n",
    "                                          min_snr_in_db=5.0,\n",
    "                                          max_snr_in_db=30.0,\n",
    "                                          noise_transform=PolarityInversion(),\n",
    "                                          p=1.0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "44d8a4cc-7c33-41c6-bb4f-2895a36c9e36",
   "metadata": {},
   "outputs": [],
   "source": [
    "# convert lists to sets for fast searching\n",
    "train_subjects = set(train_subjects)\n",
    "test_subjects = set(test_subjects)\n",
    "val_subjects = set(val_subjects)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "b6cb0639-813d-4ac7-ba83-50613259bc44",
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 1/3547\n",
      "4880 zero 516721534\n",
      "[INFO] Processing file: 2/3547\n",
      "4880 zero 1725267798\n",
      "[INFO] Processing file: 3/3547\n",
      "4880 zero 335145783\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-200334-B-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-177614-A-5.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-152895-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 4/3547\n",
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      "[INFO] Processing file: 5/3547\n",
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      "[INFO] Processing file: 7/3547\n",
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     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-164595-A-15.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-103427-A-3.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-264453-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 8/3547\n",
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     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-18655-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-26143-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-154926-A-40.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-218981-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-204604-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 11/3547\n",
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     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-56234-A-9.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-58277-A-3.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-44831-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "[INFO] Processing file: 16/3547\n",
      "4880 zero 5275255876\n",
      "[INFO] Processing file: 17/3547\n",
      "4880 zero 5186511260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-26177-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-40730-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-977-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-107219-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-167642-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 18/3547\n",
      "4880 zero 2129135435\n",
      "[INFO] Processing file: 19/3547\n",
      "4880 zero 1390865808\n",
      "[INFO] Processing file: 20/3547\n",
      "4880 zero 1032786543\n",
      "[INFO] Processing file: 21/3547\n",
      "4880 zero 6187708894\n",
      "[INFO] Processing file: 22/3547\n",
      "4880 zero 473776129\n",
      "[INFO] Processing file: 23/3547\n",
      "4880 zero 464206186\n",
      "[INFO] Processing file: 24/3547\n",
      "4880 zero 373528541\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-203374-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-130978-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 25/3547\n",
      "4880 zero 5259393219\n",
      "[INFO] Processing file: 26/3547\n",
      "4880 zero 785750724\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-234263-A-25.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-65750-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 27/3547\n",
      "4880 zero 1164979260\n",
      "[INFO] Processing file: 28/3547\n",
      "4880 zero 5080096538\n",
      "[INFO] Processing file: 29/3547\n",
      "4880 zero 5470658457\n",
      "[INFO] Processing file: 30/3547\n",
      "4880 zero 1083836774\n",
      "[INFO] Processing file: 31/3547\n",
      "4880 zero 684360898\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-164064-B-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-261433-A-15.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-50774-A-23.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 32/3547\n",
      "4880 zero 41606\n",
      "[INFO] Processing file: 33/3547\n",
      "4880 zero 125356271\n",
      "[INFO] Processing file: 34/3547\n",
      "4880 zero 834995101\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-136381-A-9.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-233605-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-204121-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 35/3547\n",
      "4880 zero 722174255\n",
      "[INFO] Processing file: 36/3547\n",
      "4880 zero 1036424300\n",
      "[INFO] Processing file: 37/3547\n",
      "4880 zero 1227304026\n",
      "[INFO] Processing file: 38/3547\n",
      "4880 zero 495538122\n",
      "[INFO] Processing file: 39/3547\n",
      "4880 zero 1763145949\n",
      "[INFO] Processing file: 40/3547\n",
      "4880 zero 5035746911\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-154378-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-149042-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-84705-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 41/3547\n",
      "4880 zero 1060745078\n",
      "[INFO] Processing file: 42/3547\n",
      "4880 zero 5230223819\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-31748-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-171519-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-70367-A-33.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 43/3547\n",
      "4880 zero 2104105514\n",
      "[INFO] Processing file: 44/3547\n",
      "4880 zero 458852099\n",
      "[INFO] Processing file: 45/3547\n",
      "4880 zero 1121086406\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-243036-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 46/3547\n",
      "4880 zero 453886324\n",
      "[INFO] Processing file: 47/3547\n",
      "4880 zero 518430441\n",
      "[INFO] Processing file: 48/3547\n",
      "4880 zero 1369510301\n",
      "[INFO] Processing file: 49/3547\n",
      "4880 zero 65867193\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-194808-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-79775-A-26.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-26806-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-114254-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 50/3547\n",
      "4880 zero 700225208\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-187710-A-11.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-151213-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-231762-A-0.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 51/3547\n",
      "4880 zero 170655814\n",
      "[INFO] Processing file: 52/3547\n",
      "4880 zero 987287889\n",
      "[INFO] Processing file: 53/3547\n",
      "4880 zero 324520741\n",
      "[INFO] Processing file: 54/3547\n",
      "4880 zero 1021400021\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-117793-A-37.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-100786-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-119139-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-151212-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 55/3547\n",
      "4880 zero 394009940\n",
      "[INFO] Processing file: 56/3547\n",
      "4880 zero 5570147039\n",
      "[INFO] Processing file: 57/3547\n",
      "4880 zero 1290306900\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-95697-A-5.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-34119-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-110011-A-5.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-126756-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 58/3547\n",
      "4880 zero 306383679\n",
      "[INFO] Processing file: 59/3547\n",
      "4880 zero 752651253\n",
      "[INFO] Processing file: 60/3547\n",
      "4880 zero 813537631\n",
      "[INFO] Processing file: 61/3547\n",
      "4880 zero 808985421\n",
      "[INFO] Processing file: 62/3547\n",
      "4880 zero 1355297933\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-233645-A-37.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-235644-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-154443-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-243635-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-110536-A-26.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-256452-A-5.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-103428-A-3.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-238492-A-23.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 63/3547\n",
      "4880 zero 1231499957\n",
      "[INFO] Processing file: 64/3547\n",
      "4880 zero 1107748954\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-117250-A-2.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-153388-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-87780-A-33.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-56270-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 65/3547\n",
      "4880 zero 443528311\n",
      "[INFO] Processing file: 66/3547\n",
      "4880 zero 787132883\n",
      "[INFO] Processing file: 67/3547\n",
      "4880 zero 595632169\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-19118-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 68/3547\n",
      "4880 zero 764620701\n",
      "[INFO] Processing file: 69/3547\n",
      "4880 zero 1555122222\n",
      "[INFO] Processing file: 70/3547\n",
      "4880 zero 1884416453\n",
      "[INFO] Processing file: 71/3547\n",
      "4880 zero 1339295403\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-118964-A-0.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-144510-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 72/3547\n",
      "4880 zero 1061575926\n",
      "[INFO] Processing file: 73/3547\n",
      "4880 zero 5019650749\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-59579-B-20.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 74/3547\n",
      "4880 zero 724437005\n",
      "[INFO] Processing file: 75/3547\n",
      "4880 zero 5144453177\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-103422-A-2.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-103418-A-2.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 76/3547\n",
      "4880 zero 1188780399\n",
      "[INFO] Processing file: 77/3547\n",
      "4880 zero 698191278\n",
      "[INFO] Processing file: 78/3547\n",
      "4880 zero 609129547\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-201300-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-204202-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 79/3547\n",
      "4880 zero 1188788203\n",
      "[INFO] Processing file: 80/3547\n",
      "4880 zero 229615681\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-121348-A-9.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-90797-A-15.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-50454-A-44.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-82538-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-172742-A-32.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-58846-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 81/3547\n",
      "4880 zero 5732009997\n",
      "[INFO] Processing file: 82/3547\n",
      "4880 zero 5052485540\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-236299-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 83/3547\n",
      "4880 zero 234838535\n",
      "[INFO] Processing file: 84/3547\n",
      "4880 zero 5037536101\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-203373-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-68628-A-27.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 85/3547\n",
      "4880 zero 308796398\n",
      "[INFO] Processing file: 86/3547\n",
      "4880 zero 249534318\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-259640-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-103423-A-3.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-161579-A-40.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-182395-A-0.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-98392-A-23.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-52290-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 87/3547\n",
      "4880 zero 1945907794\n",
      "[INFO] Processing file: 88/3547\n",
      "4880 zero 412520037\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-43382-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-203375-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 89/3547\n",
      "4880 zero 1218613958\n",
      "[INFO] Processing file: 90/3547\n",
      "4880 zero 268175952\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-157187-A-12.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-233607-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-204119-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-210309-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-145487-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-120586-A-6.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 91/3547\n",
      "4880 zero 809353217\n",
      "[INFO] Processing file: 92/3547\n",
      "4880 zero 1665835786\n",
      "[INFO] Processing file: 93/3547\n",
      "4880 zero 1718497822\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-75726-A-6.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 94/3547\n",
      "4880 zero 860849131\n",
      "[INFO] Processing file: 95/3547\n",
      "4880 zero 5069693659\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-259169-A-5.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-179860-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-19026-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-260011-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-220027-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 96/3547\n",
      "4880 zero 968338152\n",
      "[INFO] Processing file: 97/3547\n",
      "4880 zero 5277261547\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-81883-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-260434-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 98/3547\n",
      "4880 zero 566149009\n",
      "[INFO] Processing file: 99/3547\n",
      "4880 zero 484460340\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-67152-A-17.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-182023-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-36402-A-23.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 100/3547\n",
      "4880 zero 866683589\n",
      "[INFO] Processing file: 101/3547\n",
      "4880 zero 768016616\n",
      "[INFO] Processing file: 102/3547\n",
      "4880 zero 250582507\n",
      "[INFO] Processing file: 103/3547\n",
      "4884 four 1975608245\n",
      "[INFO] Processing file: 104/3547\n",
      "4884 four 1290306900\n",
      "[INFO] Processing file: 105/3547\n",
      "4884 four 353450795\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-152912-A-26.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-81190-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-252248-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 106/3547\n",
      "4884 four 308796398\n",
      "[INFO] Processing file: 107/3547\n",
      "4884 four 5144453177\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-102581-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-110010-A-5.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 108/3547\n",
      "4884 four 351318374\n",
      "[INFO] Processing file: 109/3547\n",
      "4884 four 1231589731\n",
      "[INFO] Processing file: 110/3547\n",
      "4884 four 268175952\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-223103-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-186938-A-44.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-147343-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 111/3547\n",
      "4884 four 987287889\n",
      "[INFO] Processing file: 112/3547\n",
      "4884 four 722174255\n",
      "[INFO] Processing file: 113/3547\n",
      "4884 four 266884751\n",
      "[INFO] Processing file: 114/3547\n",
      "4884 four 229615681\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-140841-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-175855-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-150231-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 115/3547\n",
      "4884 four 1369510301\n",
      "[INFO] Processing file: 116/3547\n",
      "4884 four 260875755\n",
      "[INFO] Processing file: 117/3547\n",
      "4884 four 968338152\n",
      "[INFO] Processing file: 118/3547\n",
      "4884 four 813537631\n",
      "[INFO] Processing file: 119/3547\n",
      "4884 four 809353217\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-119161-C-8.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-204115-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-149189-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-87412-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-204123-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 120/3547\n",
      "4884 four 443528311\n",
      "[INFO] Processing file: 121/3547\n",
      "4884 four 698191278\n",
      "[INFO] Processing file: 122/3547\n",
      "4884 four 1188788203\n",
      "[INFO] Processing file: 123/3547\n",
      "4884 four 495538122\n",
      "[INFO] Processing file: 124/3547\n",
      "4884 four 453886324\n",
      "[INFO] Processing file: 125/3547\n",
      "4884 four 112409361\n",
      "[INFO] Processing file: 126/3547\n",
      "4884 four 718411306\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-221593-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-169726-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-187979-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 127/3547\n",
      "4884 four 473776129\n",
      "[INFO] Processing file: 128/3547\n",
      "4884 four 609129547\n",
      "[INFO] Processing file: 129/3547\n",
      "4884 four 5230223819\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-223162-A-25.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-164859-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 130/3547\n",
      "4884 four 250582507\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-120160-A-5.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-36397-A-23.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-61221-A-17.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 131/3547\n",
      "4884 four 412520037\n",
      "[INFO] Processing file: 132/3547\n",
      "4884 four 381073665\n",
      "[INFO] Processing file: 133/3547\n",
      "4884 four 464206186\n",
      "[INFO] Processing file: 134/3547\n",
      "4884 four 1718497822\n",
      "[INFO] Processing file: 135/3547\n",
      "4884 four 1061575926\n",
      "[INFO] Processing file: 136/3547\n",
      "4884 four 684360898\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-66205-A-23.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 137/3547\n",
      "4884 four 518430441\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-133889-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-92978-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 138/3547\n",
      "4884 four 1231499957\n",
      "[INFO] Processing file: 139/3547\n",
      "4884 four 1355297933\n",
      "[INFO] Processing file: 140/3547\n",
      "4884 four 5186511260\n",
      "[INFO] Processing file: 141/3547\n",
      "4884 four 1390865808\n",
      "[INFO] Processing file: 142/3547\n",
      "4884 four 5470658457\n",
      "[INFO] Processing file: 143/3547\n",
      "4884 four 566149009\n",
      "[INFO] Processing file: 144/3547\n",
      "4884 four 1083836774\n",
      "[INFO] Processing file: 145/3547\n",
      "4884 four 1064144631\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-215635-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 146/3547\n",
      "4884 four 1725267798\n",
      "[INFO] Processing file: 147/3547\n",
      "4884 four 2040144455\n",
      "[INFO] Processing file: 148/3547\n",
      "4884 four 324520741\n",
      "[INFO] Processing file: 149/3547\n",
      "4884 four 2104105514\n",
      "[INFO] Processing file: 150/3547\n",
      "4884 four 5080096538\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-26176-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 151/3547\n",
      "4884 four 1121086406\n",
      "[INFO] Processing file: 152/3547\n",
      "4884 four 1371986321\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-107120-A-33.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-95035-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-175856-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 153/3547\n",
      "4884 four 319520127\n",
      "[INFO] Processing file: 154/3547\n",
      "4884 four 457923508\n",
      "[INFO] Processing file: 155/3547\n",
      "4884 four 1339295403\n",
      "[INFO] Processing file: 156/3547\n",
      "4884 four 484460340\n",
      "[INFO] Processing file: 157/3547\n",
      "4884 four 811177959\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-216281-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 158/3547\n",
      "4884 four 834995101\n",
      "[INFO] Processing file: 159/3547\n",
      "4884 four 1060745078\n",
      "[INFO] Processing file: 160/3547\n",
      "4884 four 1219900046\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-62878-B-42.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-75162-A-9.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 161/3547\n",
      "4884 four 700225208\n",
      "[INFO] Processing file: 162/3547\n",
      "4884 four 5019650749\n",
      "[INFO] Processing file: 163/3547\n",
      "4884 four 5116383265\n",
      "[INFO] Processing file: 164/3547\n",
      "4884 four 808985421\n",
      "[INFO] Processing file: 165/3547\n",
      "4884 four 6027910009\n",
      "[INFO] Processing file: 166/3547\n",
      "4884 four 1884416453\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-77241-A-3.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-260432-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-212728-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-160119-A-15.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-47274-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-188390-A-6.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 167/3547\n",
      "4884 four 764620701\n",
      "[INFO] Processing file: 168/3547\n",
      "4884 four 234838535\n",
      "[INFO] Processing file: 169/3547\n",
      "4884 four 2129135435\n",
      "[INFO] Processing file: 170/3547\n",
      "4884 four 125356271\n",
      "[INFO] Processing file: 171/3547\n",
      "4884 four 852046162\n",
      "[INFO] Processing file: 172/3547\n",
      "4884 four 264578919\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-69165-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-102414-G-17.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-102581-B-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-19501-A-7.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-70344-A-33.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-148330-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 173/3547\n",
      "4884 four 1107748954\n",
      "[INFO] Processing file: 174/3547\n",
      "4884 four 1036424300\n",
      "[INFO] Processing file: 175/3547\n",
      "4884 four 170655814\n",
      "[INFO] Processing file: 176/3547\n",
      "4884 four 394009940\n",
      "[INFO] Processing file: 177/3547\n",
      "4884 four 1032786543\n",
      "[INFO] Processing file: 178/3547\n",
      "4884 four 1763145949\n",
      "[INFO] Processing file: 179/3547\n",
      "4884 four 866683589\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-208021-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 180/3547\n",
      "4884 four 516721534\n",
      "[INFO] Processing file: 181/3547\n",
      "4884 four 1665835786\n",
      "[INFO] Processing file: 182/3547\n",
      "4884 four 1164979260\n",
      "[INFO] Processing file: 183/3547\n",
      "4884 four 1483061991\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-60676-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-59324-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-203377-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 184/3547\n",
      "4884 four 5275255876\n",
      "[INFO] Processing file: 185/3547\n",
      "4884 four 262192500\n",
      "[INFO] Processing file: 186/3547\n",
      "4884 four 5069693659\n",
      "[INFO] Processing file: 187/3547\n",
      "4884 four 5052485540\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-29680-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-52323-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 188/3547\n",
      "4884 four 41606\n",
      "[INFO] Processing file: 189/3547\n",
      "4884 four 390959255\n",
      "[INFO] Processing file: 190/3547\n",
      "4884 four 335145783\n",
      "[INFO] Processing file: 191/3547\n",
      "4884 four 752651253\n",
      "[INFO] Processing file: 192/3547\n",
      "4884 four 458852099\n",
      "[INFO] Processing file: 193/3547\n",
      "4884 four 5570147039\n",
      "[INFO] Processing file: 194/3547\n",
      "4884 four 65867193\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-103420-A-2.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-174866-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 195/3547\n",
      "4884 four 1227304026\n",
      "[INFO] Processing file: 196/3547\n",
      "4884 four 364612067\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-145577-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-97793-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 197/3547\n",
      "4884 four 5259393219\n",
      "[INFO] Processing file: 198/3547\n",
      "4884 four 835724583\n",
      "[INFO] Processing file: 199/3547\n",
      "4884 four 724437005\n",
      "[INFO] Processing file: 200/3547\n",
      "4884 four 860849131\n",
      "[INFO] Processing file: 201/3547\n",
      "4884 four 5732009997\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-134915-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-128631-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-19111-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 202/3547\n",
      "4884 four 306383679\n",
      "[INFO] Processing file: 203/3547\n",
      "4883 three 351318374\n",
      "[INFO] Processing file: 204/3547\n",
      "4883 three 473776129\n",
      "[INFO] Processing file: 205/3547\n",
      "4883 three 5116383265\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-147342-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-82817-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 206/3547\n",
      "4883 three 1036424300\n",
      "[INFO] Processing file: 207/3547\n",
      "4883 three 495538122\n",
      "[INFO] Processing file: 208/3547\n",
      "4883 three 764620701\n",
      "[INFO] Processing file: 209/3547\n",
      "4883 three 6187708894\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-118624-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-25293-A-22.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 210/3547\n",
      "4883 three 390959255\n",
      "[INFO] Processing file: 211/3547\n",
      "4883 three 266884751\n",
      "[INFO] Processing file: 212/3547\n",
      "4883 three 518430441\n",
      "[INFO] Processing file: 213/3547\n",
      "4883 three 1339295403\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-98676-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 214/3547\n",
      "4883 three 1718497822\n",
      "[INFO] Processing file: 215/3547\n",
      "4883 three 1290306900\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-133977-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-203371-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-103426-A-3.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 216/3547\n",
      "4883 three 1247472656\n",
      "[INFO] Processing file: 217/3547\n",
      "4883 three 1197677636\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-156558-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 218/3547\n",
      "4883 three 1219900046\n",
      "[INFO] Processing file: 219/3547\n",
      "4883 three 373528541\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-153057-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-167571-A-26.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 220/3547\n",
      "4883 three 1188788203\n",
      "[INFO] Processing file: 221/3547\n",
      "4883 three 5277261547\n",
      "[INFO] Processing file: 222/3547\n",
      "4883 three 684360898\n",
      "[INFO] Processing file: 223/3547\n",
      "4883 three 48714653\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-177083-A-22.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-233151-A-2.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 224/3547\n",
      "4883 three 5230223819\n",
      "[INFO] Processing file: 225/3547\n",
      "4883 three 1763145949\n",
      "[INFO] Processing file: 226/3547\n",
      "4883 three 835724583\n",
      "[INFO] Processing file: 227/3547\n",
      "4883 three 306383679\n",
      "[INFO] Processing file: 228/3547\n",
      "4883 three 813537631\n",
      "[INFO] Processing file: 229/3547\n",
      "4883 three 2104105514\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-234879-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-124925-A-9.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 230/3547\n",
      "4883 three 484460340\n",
      "[INFO] Processing file: 231/3547\n",
      "4883 three 609129547\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-27724-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 232/3547\n",
      "4883 three 268175952\n",
      "[INFO] Processing file: 233/3547\n",
      "4883 three 324520741\n",
      "[INFO] Processing file: 234/3547\n",
      "4883 three 319520127\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-234879-B-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-182025-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-1791-A-26.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-152594-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 235/3547\n",
      "4883 three 1231589731\n",
      "[INFO] Processing file: 236/3547\n",
      "4883 three 968338152\n",
      "[INFO] Processing file: 237/3547\n",
      "4883 three 834995101\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-216284-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 238/3547\n",
      "4883 three 5037536101\n",
      "[INFO] Processing file: 239/3547\n",
      "4883 three 2129135435\n",
      "[INFO] Processing file: 240/3547\n",
      "4883 three 453886324\n",
      "[INFO] Processing file: 241/3547\n",
      "4883 three 125356271\n",
      "[INFO] Processing file: 242/3547\n",
      "4883 three 5144453177\n",
      "[INFO] Processing file: 243/3547\n",
      "4883 three 5019650749\n",
      "[INFO] Processing file: 244/3547\n",
      "4883 three 1164979260\n",
      "[INFO] Processing file: 245/3547\n",
      "4883 three 335145783\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-109505-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-163459-A-0.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 246/3547\n",
      "4883 three 1121086406\n",
      "[INFO] Processing file: 247/3547\n",
      "4883 three 5275255876\n",
      "[INFO] Processing file: 248/3547\n",
      "4883 three 987287889\n",
      "[INFO] Processing file: 249/3547\n",
      "4883 three 752651253\n",
      "[INFO] Processing file: 250/3547\n",
      "4883 three 1083836774\n",
      "[INFO] Processing file: 251/3547\n",
      "4883 three 381073665\n",
      "[INFO] Processing file: 252/3547\n",
      "4883 three 41606\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-118625-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-218980-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 253/3547\n",
      "4883 three 860849131\n",
      "[INFO] Processing file: 254/3547\n",
      "4883 three 1107748954\n",
      "[INFO] Processing file: 255/3547\n",
      "4883 three 1064144631\n",
      "[INFO] Processing file: 256/3547\n",
      "4883 three 1061575926\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-146873-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 257/3547\n",
      "4883 three 1390865808\n",
      "[INFO] Processing file: 258/3547\n",
      "4883 three 1021400021\n",
      "[INFO] Processing file: 259/3547\n",
      "4883 three 809353217\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-182041-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 260/3547\n",
      "4883 three 1355297933\n",
      "[INFO] Processing file: 261/3547\n",
      "4883 three 1884416453\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-187384-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 262/3547\n",
      "4883 three 5080096538\n",
      "[INFO] Processing file: 263/3547\n",
      "4883 three 308796398\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-172377-A-17.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-53501-A-32.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 264/3547\n",
      "4883 three 724437005\n",
      "[INFO] Processing file: 265/3547\n",
      "4883 three 5097603820\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-43764-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 266/3547\n",
      "4883 three 1231499957\n",
      "[INFO] Processing file: 267/3547\n",
      "4883 three 566149009\n",
      "[INFO] Processing file: 268/3547\n",
      "4883 three 1975608245\n",
      "[INFO] Processing file: 269/3547\n",
      "4883 three 1483061991\n",
      "[INFO] Processing file: 270/3547\n",
      "4883 three 5732009997\n",
      "[INFO] Processing file: 271/3547\n",
      "4883 three 260875755\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-100032-A-0.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-43806-A-42.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 272/3547\n",
      "4883 three 234838535\n",
      "[INFO] Processing file: 273/3547\n",
      "4883 three 2040144455\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-170312-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-96460-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 274/3547\n",
      "4883 three 464206186\n",
      "[INFO] Processing file: 275/3547\n",
      "4883 three 1369510301\n",
      "[INFO] Processing file: 276/3547\n",
      "4883 three 947247647\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-216349-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 277/3547\n",
      "4883 three 1945907794\n",
      "[INFO] Processing file: 278/3547\n",
      "4883 three 1060745078\n",
      "[INFO] Processing file: 279/3547\n",
      "4883 three 1725267798\n",
      "[INFO] Processing file: 280/3547\n",
      "4883 three 5259393219\n",
      "[INFO] Processing file: 281/3547\n",
      "4883 three 5052485540\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-30830-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-185619-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 282/3547\n",
      "4883 three 1188780399\n",
      "[INFO] Processing file: 283/3547\n",
      "4883 three 698191278\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-204777-C-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 284/3547\n",
      "4883 three 443528311\n",
      "[INFO] Processing file: 285/3547\n",
      "4883 three 808985421\n",
      "[INFO] Processing file: 286/3547\n",
      "4883 three 264578919\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-142601-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 287/3547\n",
      "4883 three 5186511260\n",
      "[INFO] Processing file: 288/3547\n",
      "4883 three 412520037\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-154688-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-164592-A-15.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 289/3547\n",
      "4883 three 1227304026\n",
      "[INFO] Processing file: 290/3547\n",
      "4883 three 1032786543\n",
      "[INFO] Processing file: 291/3547\n",
      "4883 three 458852099\n",
      "[INFO] Processing file: 292/3547\n",
      "4883 three 866683589\n",
      "[INFO] Processing file: 293/3547\n",
      "4883 three 262192500\n",
      "[INFO] Processing file: 294/3547\n",
      "4883 three 5035746911\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-179865-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-163288-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 295/3547\n",
      "4883 three 353450795\n",
      "[INFO] Processing file: 296/3547\n",
      "4883 three 394009940\n",
      "[INFO] Processing file: 297/3547\n",
      "4883 three 1555122222\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-120587-A-6.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 298/3547\n",
      "4883 three 516721534\n",
      "[INFO] Processing file: 299/3547\n",
      "4883 three 229615681\n",
      "[INFO] Processing file: 300/3547\n",
      "4883 three 5570147039\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-37226-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-36400-A-23.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 301/3547\n",
      "4883 three 5470658457\n",
      "[INFO] Processing file: 302/3547\n",
      "4883 three 250582507\n",
      "[INFO] Processing file: 303/3547\n",
      "4900 wow 394009940\n",
      "[INFO] Processing file: 304/3547\n",
      "4900 wow 813537631\n",
      "[INFO] Processing file: 305/3547\n",
      "4900 wow 5275255876\n",
      "[INFO] Processing file: 306/3547\n",
      "4900 wow 1197677636\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-251489-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-233160-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 307/3547\n",
      "4900 wow 5157890812\n",
      "[INFO] Processing file: 308/3547\n",
      "4900 wow 5828062456\n",
      "[INFO] Processing file: 309/3547\n",
      "4900 wow 319520127\n",
      "[INFO] Processing file: 310/3547\n",
      "4900 wow 5052485540\n",
      "[INFO] Processing file: 311/3547\n",
      "4900 wow 5277261547\n",
      "[INFO] Processing file: 312/3547\n",
      "4900 wow 1121086406\n",
      "[INFO] Processing file: 313/3547\n",
      "4900 wow 1763145949\n",
      "[INFO] Processing file: 314/3547\n",
      "4900 wow 2129135435\n",
      "[INFO] Processing file: 315/3547\n",
      "4900 wow 473776129\n",
      "[INFO] Processing file: 316/3547\n",
      "4900 wow 5230223819\n",
      "[INFO] Processing file: 317/3547\n",
      "4900 wow 1975608245\n",
      "[INFO] Processing file: 318/3547\n",
      "4900 wow 860849131\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-207781-A-17.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-152958-A-18.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 319/3547\n",
      "4900 wow 1083836774\n",
      "[INFO] Processing file: 320/3547\n",
      "4900 wow 1238236136\n",
      "[INFO] Processing file: 321/3547\n",
      "4900 wow 412520037\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-117616-A-48.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 322/3547\n",
      "4900 wow 5144453177\n",
      "[INFO] Processing file: 323/3547\n",
      "4900 wow 264578919\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-260433-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 324/3547\n",
      "4900 wow 1390865808\n",
      "[INFO] Processing file: 325/3547\n",
      "4900 wow 866683589\n",
      "[INFO] Processing file: 326/3547\n",
      "4900 wow 1188780399\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-36393-A-23.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 327/3547\n",
      "4900 wow 266884751\n",
      "[INFO] Processing file: 328/3547\n",
      "4900 wow 268175952\n",
      "[INFO] Processing file: 329/3547\n",
      "4900 wow 125356271\n",
      "[INFO] Processing file: 330/3547\n",
      "4900 wow 170655814\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-47273-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 331/3547\n",
      "4900 wow 1884416453\n",
      "[INFO] Processing file: 332/3547\n",
      "4900 wow 1231499957\n",
      "[INFO] Processing file: 333/3547\n",
      "4900 wow 947247647\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-216280-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-156907-A-15.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 334/3547\n",
      "4900 wow 1682902581\n",
      "[INFO] Processing file: 335/3547\n",
      "4900 wow 752651253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-134049-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-103424-A-3.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-110389-A-0.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 336/3547\n",
      "4900 wow 306383679\n",
      "[INFO] Processing file: 337/3547\n",
      "4900 wow 2040144455\n",
      "[INFO] Processing file: 338/3547\n",
      "4900 wow 335145783\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-103995-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 339/3547\n",
      "4900 wow 1718497822\n",
      "[INFO] Processing file: 340/3547\n",
      "4900 wow 1290306900\n",
      "[INFO] Processing file: 341/3547\n",
      "4900 wow 835724583\n",
      "[INFO] Processing file: 342/3547\n",
      "4900 wow 785750724\n",
      "[INFO] Processing file: 343/3547\n",
      "4900 wow 453886324\n",
      "[INFO] Processing file: 344/3547\n",
      "4900 wow 609129547\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-155556-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-164064-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 345/3547\n",
      "4900 wow 203454444\n",
      "[INFO] Processing file: 346/3547\n",
      "4900 wow 443528311\n",
      "[INFO] Processing file: 347/3547\n",
      "4900 wow 1376616903\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-209698-A-37.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-232802-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-148932-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 348/3547\n",
      "4900 wow 6187708894\n",
      "[INFO] Processing file: 349/3547\n",
      "4900 wow 1231589731\n",
      "[INFO] Processing file: 350/3547\n",
      "4900 wow 1483061991\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-173568-A-33.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 351/3547\n",
      "4900 wow 834995101\n",
      "[INFO] Processing file: 352/3547\n",
      "4900 wow 390959255\n",
      "[INFO] Processing file: 353/3547\n",
      "4900 wow 2104105514\n",
      "[INFO] Processing file: 354/3547\n",
      "4900 wow 941300548\n",
      "[INFO] Processing file: 355/3547\n",
      "4900 wow 1555122222\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-58792-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 356/3547\n",
      "4900 wow 41606\n",
      "[INFO] Processing file: 357/3547\n",
      "4900 wow 1188788203\n",
      "[INFO] Processing file: 358/3547\n",
      "4900 wow 1725267798\n",
      "[INFO] Processing file: 359/3547\n",
      "4900 wow 5097603820\n",
      "[INFO] Processing file: 360/3547\n",
      "4900 wow 1227304026\n",
      "[INFO] Processing file: 361/3547\n",
      "4900 wow 809353217\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-221529-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-79146-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 362/3547\n",
      "4900 wow 671521745\n",
      "[INFO] Processing file: 363/3547\n",
      "4900 wow 317963441\n",
      "[INFO] Processing file: 364/3547\n",
      "4900 wow 227122305\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-85184-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 365/3547\n",
      "4900 wow 308796398\n",
      "[INFO] Processing file: 366/3547\n",
      "4900 wow 324520741\n",
      "[INFO] Processing file: 367/3547\n",
      "4900 wow 495538122\n",
      "[INFO] Processing file: 368/3547\n",
      "4900 wow 516721534\n",
      "[INFO] Processing file: 369/3547\n",
      "4900 wow 1355297933\n",
      "[INFO] Processing file: 370/3547\n",
      "4900 wow 1339295403\n",
      "[INFO] Processing file: 371/3547\n",
      "4900 wow 112409361\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-103421-A-2.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 372/3547\n",
      "4900 wow 566149009\n",
      "[INFO] Processing file: 373/3547\n",
      "4900 wow 5037536101\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-144031-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-51147-A-25.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 374/3547\n",
      "4900 wow 458852099\n",
      "[INFO] Processing file: 375/3547\n",
      "4900 wow 229615681\n",
      "[INFO] Processing file: 376/3547\n",
      "4900 wow 97736074\n",
      "[INFO] Processing file: 377/3547\n",
      "4900 wow 1064144631\n",
      "[INFO] Processing file: 378/3547\n",
      "4900 wow 5570147039\n",
      "[INFO] Processing file: 379/3547\n",
      "4900 wow 684360898\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-223176-A-37.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 380/3547\n",
      "4900 wow 724437005\n",
      "[INFO] Processing file: 381/3547\n",
      "4900 wow 5259393219\n",
      "[INFO] Processing file: 382/3547\n",
      "4900 wow 852046162\n",
      "[INFO] Processing file: 383/3547\n",
      "4900 wow 1219900046\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-221528-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 384/3547\n",
      "4900 wow 65867193\n",
      "[INFO] Processing file: 385/3547\n",
      "4900 wow 373528541\n",
      "[INFO] Processing file: 386/3547\n",
      "4900 wow 1032786543\n",
      "[INFO] Processing file: 387/3547\n",
      "4900 wow 484460340\n",
      "[INFO] Processing file: 388/3547\n",
      "4900 wow 1060745078\n",
      "[INFO] Processing file: 389/3547\n",
      "4900 wow 1036424300\n",
      "[INFO] Processing file: 390/3547\n",
      "4900 wow 764620701\n",
      "[INFO] Processing file: 391/3547\n",
      "4900 wow 5035746911\n",
      "[INFO] Processing file: 392/3547\n",
      "4900 wow 1164979260\n",
      "[INFO] Processing file: 393/3547\n",
      "4900 wow 768016616\n",
      "[INFO] Processing file: 394/3547\n",
      "4900 wow 808985421\n",
      "[INFO] Processing file: 395/3547\n",
      "4900 wow 5732009997\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-179866-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 396/3547\n",
      "4900 wow 1107748954\n",
      "[INFO] Processing file: 397/3547\n",
      "4900 wow 518430441\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-141563-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 398/3547\n",
      "4900 wow 464206186\n",
      "[INFO] Processing file: 399/3547\n",
      "4900 wow 698191278\n",
      "[INFO] Processing file: 400/3547\n",
      "4900 wow 5019650749\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-103999-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-171118-A-26.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 401/3547\n",
      "4900 wow 968338152\n",
      "[INFO] Processing file: 402/3547\n",
      "4900 wow 5470658457\n",
      "[INFO] Processing file: 403/3547\n",
      "4873 go 234838535\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-170574-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 404/3547\n",
      "4873 go 1107748954\n",
      "[INFO] Processing file: 405/3547\n",
      "4873 go 1164979260\n",
      "[INFO] Processing file: 406/3547\n",
      "4873 go 1340570009\n",
      "[INFO] Processing file: 407/3547\n",
      "4873 go 724437005\n",
      "[INFO] Processing file: 408/3547\n",
      "4873 go 764620701\n",
      "[INFO] Processing file: 409/3547\n",
      "4873 go 443528311\n",
      "[INFO] Processing file: 410/3547\n",
      "4873 go 1061575926\n",
      "[INFO] Processing file: 411/3547\n",
      "4873 go 324520741\n",
      "[INFO] Processing file: 412/3547\n",
      "4873 go 1064144631\n",
      "[INFO] Processing file: 413/3547\n",
      "4873 go 1763145949\n",
      "[INFO] Processing file: 414/3547\n",
      "4873 go 5230223819\n",
      "[INFO] Processing file: 415/3547\n",
      "4873 go 1945907794\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-17124-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 416/3547\n",
      "4873 go 1021400021\n",
      "[INFO] Processing file: 417/3547\n",
      "4873 go 1231589731\n",
      "[INFO] Processing file: 418/3547\n",
      "4873 go 1219900046\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-137152-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-70938-A-42.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-54961-A-23.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 419/3547\n",
      "4873 go 125356271\n",
      "[INFO] Processing file: 420/3547\n",
      "4873 go 516721534\n",
      "[INFO] Processing file: 421/3547\n",
      "4873 go 752651253\n",
      "[INFO] Processing file: 422/3547\n",
      "4873 go 458852099\n",
      "[INFO] Processing file: 423/3547\n",
      "4873 go 5116383265\n",
      "[INFO] Processing file: 424/3547\n",
      "4873 go 473776129\n",
      "[INFO] Processing file: 425/3547\n",
      "4873 go 495538122\n",
      "[INFO] Processing file: 426/3547\n",
      "4873 go 1231499957\n",
      "[INFO] Processing file: 427/3547\n",
      "4873 go 250582507\n",
      "[INFO] Processing file: 428/3547\n",
      "4873 go 5470658457\n",
      "[INFO] Processing file: 429/3547\n",
      "4873 go 262192500\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-164593-A-15.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 430/3547\n",
      "4873 go 266884751\n",
      "[INFO] Processing file: 431/3547\n",
      "4873 go 1290306900\n",
      "[INFO] Processing file: 432/3547\n",
      "4873 go 1369510301\n",
      "[INFO] Processing file: 433/3547\n",
      "4873 go 5277261547\n",
      "[INFO] Processing file: 434/3547\n",
      "4873 go 464206186\n",
      "[INFO] Processing file: 435/3547\n",
      "4873 go 785750724\n",
      "[INFO] Processing file: 436/3547\n",
      "4873 go 1083836774\n",
      "[INFO] Processing file: 437/3547\n",
      "4873 go 1227304026\n",
      "[INFO] Processing file: 438/3547\n",
      "4873 go 5080096538\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-16746-A-15.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 439/3547\n",
      "4873 go 700225208\n",
      "[INFO] Processing file: 440/3547\n",
      "4873 go 1218613958\n",
      "[INFO] Processing file: 441/3547\n",
      "4873 go 987287889\n",
      "[INFO] Processing file: 442/3547\n",
      "4873 go 566149009\n",
      "[INFO] Processing file: 443/3547\n",
      "4873 go 1071736203\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-34119-B-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 444/3547\n",
      "4873 go 866683589\n",
      "[INFO] Processing file: 445/3547\n",
      "4873 go 170655814\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-144137-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 446/3547\n",
      "4873 go 684360898\n",
      "[INFO] Processing file: 447/3547\n",
      "4873 go 809353217\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-84536-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 448/3547\n",
      "4873 go 1440607338\n",
      "[INFO] Processing file: 449/3547\n",
      "4873 go 5144453177\n",
      "[INFO] Processing file: 450/3547\n",
      "4873 go 5052485540\n",
      "[INFO] Processing file: 451/3547\n",
      "4873 go 5570147039\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-159426-A-9.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 452/3547\n",
      "4873 go 835724583\n",
      "[INFO] Processing file: 453/3547\n",
      "4873 go 308796398\n",
      "[INFO] Processing file: 454/3547\n",
      "4873 go 112409361\n",
      "[INFO] Processing file: 455/3547\n",
      "4873 go 373528541\n",
      "[INFO] Processing file: 456/3547\n",
      "4873 go 268175952\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-170015-A-0.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 457/3547\n",
      "4873 go 609129547\n",
      "[INFO] Processing file: 458/3547\n",
      "4873 go 1725267798\n",
      "[INFO] Processing file: 459/3547\n",
      "4873 go 65867193\n",
      "[INFO] Processing file: 460/3547\n",
      "4873 go 1188788203\n",
      "[INFO] Processing file: 461/3547\n",
      "4873 go 1872897233\n",
      "[INFO] Processing file: 462/3547\n",
      "4873 go 364612067\n",
      "[INFO] Processing file: 463/3547\n",
      "4873 go 698191278\n",
      "[INFO] Processing file: 464/3547\n",
      "4873 go 1032786543\n",
      "[INFO] Processing file: 465/3547\n",
      "4873 go 1339295403\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-197871-A-15.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 466/3547\n",
      "4873 go 2040144455\n",
      "[INFO] Processing file: 467/3547\n",
      "4873 go 1355297933\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-164594-A-15.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 468/3547\n",
      "4873 go 1121086406\n",
      "[INFO] Processing file: 469/3547\n",
      "4873 go 335145783\n",
      "[INFO] Processing file: 470/3547\n",
      "4873 go 834995101\n",
      "[INFO] Processing file: 471/3547\n",
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      "[INFO] Processing file: 472/3547\n",
      "4873 go 1975608245\n",
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      "[INFO] Processing file: 475/3547\n",
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      "[INFO] Processing file: 476/3547\n",
      "4873 go 412520037\n",
      "[INFO] Processing file: 477/3547\n",
      "4873 go 390959255\n",
      "[INFO] Processing file: 478/3547\n",
      "4873 go 2129135435\n",
      "[INFO] Processing file: 479/3547\n",
      "4873 go 5019650749\n",
      "[INFO] Processing file: 480/3547\n",
      "4873 go 1718497822\n",
      "[INFO] Processing file: 481/3547\n",
      "4873 go 852046162\n",
      "[INFO] Processing file: 482/3547\n",
      "4873 go 319520127\n",
      "[INFO] Processing file: 483/3547\n",
      "4873 go 968338152\n",
      "[INFO] Processing file: 484/3547\n",
      "4873 go 1483061991\n",
      "[INFO] Processing file: 485/3547\n",
      "4873 go 203454444\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-152995-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 486/3547\n",
      "4873 go 6027910009\n",
      "[INFO] Processing file: 487/3547\n",
      "4873 go 5732009997\n",
      "[INFO] Processing file: 488/3547\n",
      "4873 go 453886324\n",
      "[INFO] Processing file: 489/3547\n",
      "4873 go 306383679\n",
      "[INFO] Processing file: 490/3547\n",
      "4873 go 722174255\n",
      "[INFO] Processing file: 491/3547\n",
      "4873 go 1057780788\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-175846-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-70366-A-33.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 492/3547\n",
      "4873 go 1197677636\n",
      "[INFO] Processing file: 493/3547\n",
      "4873 go 394009940\n",
      "[INFO] Processing file: 494/3547\n",
      "4873 go 1247472656\n",
      "[INFO] Processing file: 495/3547\n",
      "4873 go 5259393219\n",
      "[INFO] Processing file: 496/3547\n",
      "4873 go 5275255876\n",
      "[INFO] Processing file: 497/3547\n",
      "4873 go 1060745078\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-95258-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 498/3547\n",
      "4873 go 6187708894\n",
      "[INFO] Processing file: 499/3547\n",
      "4873 go 1036424300\n",
      "[INFO] Processing file: 500/3547\n",
      "4873 go 808985421\n",
      "[INFO] Processing file: 501/3547\n",
      "4873 go 5828062456\n",
      "[INFO] Processing file: 502/3547\n",
      "4873 go 41606\n",
      "[INFO] Processing file: 503/3547\n",
      "4873 go 860849131\n",
      "[INFO] Processing file: 504/3547\n",
      "4873 go 518430441\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-155650-B-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-194533-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 505/3547\n",
      "4868 right 1763145949\n",
      "[INFO] Processing file: 506/3547\n",
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      "[INFO] Processing file: 507/3547\n",
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      "[INFO] Processing file: 508/3547\n",
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      "[INFO] Processing file: 509/3547\n",
      "4868 right 5230223819\n",
      "[INFO] Processing file: 510/3547\n",
      "4868 right 5116383265\n",
      "[INFO] Processing file: 511/3547\n",
      "4868 right 5157890812\n",
      "[INFO] Processing file: 512/3547\n",
      "4868 right 852046162\n",
      "[INFO] Processing file: 513/3547\n",
      "4868 right 324520741\n",
      "[INFO] Processing file: 514/3547\n",
      "4868 right 809353217\n",
      "[INFO] Processing file: 515/3547\n",
      "4868 right 1355297933\n",
      "[INFO] Processing file: 516/3547\n",
      "4868 right 1164979260\n",
      "[INFO] Processing file: 517/3547\n",
      "4868 right 785750724\n",
      "[INFO] Processing file: 518/3547\n",
      "4868 right 1316948096\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-130891-A-7.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-177835-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 519/3547\n",
      "4868 right 516721534\n",
      "[INFO] Processing file: 520/3547\n",
      "4868 right 5097603820\n",
      "[INFO] Processing file: 521/3547\n",
      "4868 right 464206186\n",
      "[INFO] Processing file: 522/3547\n",
      "4868 right 373528541\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-182039-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-164243-A-26.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 523/3547\n",
      "4868 right 518430441\n",
      "[INFO] Processing file: 524/3547\n",
      "4868 right 5019650749\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-134049-A-6.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 525/3547\n",
      "4868 right 234838535\n",
      "[INFO] Processing file: 526/3547\n",
      "4868 right 1371986321\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-130330-A-22.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 527/3547\n",
      "4868 right 5732009997\n",
      "[INFO] Processing file: 528/3547\n",
      "4868 right 1231499957\n",
      "[INFO] Processing file: 529/3547\n",
      "4868 right 5052485540\n",
      "[INFO] Processing file: 530/3547\n",
      "4868 right 260875755\n",
      "[INFO] Processing file: 531/3547\n",
      "4868 right 5275255876\n",
      "[INFO] Processing file: 532/3547\n",
      "4868 right 724437005\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-220026-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 533/3547\n",
      "4868 right 6027910009\n",
      "[INFO] Processing file: 534/3547\n",
      "4868 right 268175952\n",
      "[INFO] Processing file: 535/3547\n",
      "4868 right 5470658457\n",
      "[INFO] Processing file: 536/3547\n",
      "4868 right 319520127\n",
      "[INFO] Processing file: 537/3547\n",
      "4868 right 170655814\n",
      "[INFO] Processing file: 538/3547\n",
      "4868 right 941300548\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-54962-A-23.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 539/3547\n",
      "4868 right 2040144455\n",
      "[INFO] Processing file: 540/3547\n",
      "4868 right 1975608245\n",
      "[INFO] Processing file: 541/3547\n",
      "4868 right 834995101\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-151089-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-135860-A-49.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 542/3547\n",
      "4868 right 566149009\n",
      "[INFO] Processing file: 543/3547\n",
      "4868 right 266884751\n",
      "[INFO] Processing file: 544/3547\n",
      "4868 right 229615681\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-145382-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 545/3547\n",
      "4868 right 609129547\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-209719-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-17092-B-27.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 546/3547\n",
      "4868 right 1884416453\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-7974-B-49.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-211502-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 547/3547\n",
      "4868 right 306383679\n",
      "[INFO] Processing file: 548/3547\n",
      "4868 right 1227304026\n",
      "[INFO] Processing file: 549/3547\n",
      "4868 right 1219900046\n",
      "[INFO] Processing file: 550/3547\n",
      "4868 right 813537631\n",
      "[INFO] Processing file: 551/3547\n",
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      "[INFO] Processing file: 552/3547\n",
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      "[INFO] Processing file: 553/3547\n",
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      "[INFO] Processing file: 554/3547\n",
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      "[INFO] Processing file: 555/3547\n",
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      "[INFO] Processing file: 556/3547\n",
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      "[INFO] Processing file: 557/3547\n",
      "4868 right 484460340\n",
      "[INFO] Processing file: 558/3547\n",
      "4868 right 698191278\n",
      "[INFO] Processing file: 559/3547\n",
      "4868 right 1032786543\n",
      "[INFO] Processing file: 560/3547\n",
      "4868 right 473776129\n",
      "[INFO] Processing file: 561/3547\n",
      "4868 right 1060745078\n",
      "[INFO] Processing file: 562/3547\n",
      "4868 right 41606\n",
      "[INFO] Processing file: 563/3547\n",
      "4868 right 412520037\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-112557-B-23.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 564/3547\n",
      "4868 right 394009940\n",
      "[INFO] Processing file: 565/3547\n",
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    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-119102-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 581/3547\n",
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    {
     "name": "stderr",
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-125418-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 586/3547\n",
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    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-79220-A-17.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-188606-A-33.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 592/3547\n",
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-200334-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-57733-A-22.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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      "  warnings.warn(\n"
     ]
    },
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      "  warnings.warn(\n"
     ]
    },
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      "  warnings.warn(\n"
     ]
    },
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      "  warnings.warn(\n"
     ]
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    {
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      "  warnings.warn(\n"
     ]
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-30043-A-26.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-221878-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-185415-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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    {
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-218494-A-22.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-106881-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-212698-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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      "  warnings.warn(\n"
     ]
    },
    {
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-118072-A-0.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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      "4894 happy 1778462618\n",
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      "4894 happy 6187708894\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-103416-A-2.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 724/3547\n",
      "4894 happy 5277261547\n",
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      "4894 happy 987287889\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-103597-A-25.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 730/3547\n",
      "4894 happy 866683589\n",
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      "4894 happy 5052485540\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-119459-A-26.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 740/3547\n",
      "4894 happy 1060745078\n",
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      "4894 happy 2040144455\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-133895-A-7.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 742/3547\n",
      "4894 happy 125356271\n",
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      "4894 happy 5019650749\n",
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      "4894 happy 1064144631\n",
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      "4894 happy 412520037\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-164064-C-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 747/3547\n",
      "4894 happy 335145783\n",
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      "4894 happy 722174255\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-41615-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 753/3547\n",
      "4894 happy 308796398\n",
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      "4894 happy 1188788203\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-50455-A-44.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 759/3547\n",
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      "4894 happy 1121086406\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-97392-A-0.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 770/3547\n",
      "4894 happy 764620701\n",
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      "4894 happy 65867193\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-161303-B-5.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 782/3547\n",
      "4894 happy 2104105514\n",
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      "4894 happy 458852099\n",
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      "4894 happy 724437005\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-101336-A-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 787/3547\n",
      "4894 happy 947247647\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-127874-A-17.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-102435-A-37.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 788/3547\n",
      "4894 happy 1290306900\n",
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      "4894 happy 1483061991\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-54505-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "[INFO] Processing file: 792/3547\n",
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     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-188287-A-9.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "[INFO] Processing file: 802/3547\n",
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    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-104958-A-12.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
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    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-67358-A-42.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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      "[INFO] Processing file: 830/3547\n",
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     ]
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    {
     "name": "stderr",
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-39923-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-84704-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-250753-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
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    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-179836-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-259180-A-15.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-70052-B-42.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
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      "[INFO] Processing file: 887/3547\n",
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-88807-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-95698-A-5.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     ]
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    {
     "name": "stderr",
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-155659-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-152964-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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    {
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     "output_type": "stream",
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-250710-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
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    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-132601-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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    {
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-62226-A-26.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-175845-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
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     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-174840-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
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      "[INFO] Processing file: 1032/3547\n",
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     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-20133-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
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    },
    {
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     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-179863-A-43.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-143119-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-9032-A-0.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
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    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-171653-A-41.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
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    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-164661-B-12.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
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    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-56380-B-5.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 1107/3547\n",
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    {
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     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-220939-A-27.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-87794-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-242492-A-3.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-188595-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-96890-A-37.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
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      "  warnings.warn(\n"
     ]
    },
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      "  warnings.warn(\n"
     ]
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      "  warnings.warn(\n"
     ]
    },
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      "  warnings.warn(\n"
     ]
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-200339-A-1.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-68595-B-15.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-186935-A-44.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n",
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-184871-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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      "  warnings.warn(\n"
     ]
    },
    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-166546-B-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-53663-A-24.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-17295-A-29.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-81001-B-30.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
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    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-132810-A-26.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-79113-A-5.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-212734-A-17.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-85168-A-39.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-201274-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
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    },
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     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-57795-A-8.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 2085/3547\n",
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     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-170002-A-34.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 2111/3547\n",
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     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-186940-A-44.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 2173/3547\n",
      "4896 read 351318374\n",
      "[INFO] Processing file: 2174/3547\n",
      "4896 read 335145783\n",
      "[INFO] Processing file: 2175/3547\n",
      "4896 read 866683589\n",
      "[INFO] Processing file: 2176/3547\n",
      "4896 read 1032786543\n",
      "[INFO] Processing file: 2177/3547\n",
      "4896 read 5470658457\n",
      "[INFO] Processing file: 2178/3547\n",
      "4896 read 808985421\n",
      "[INFO] Processing file: 2179/3547\n",
      "4896 read 319520127\n",
      "[INFO] Processing file: 2180/3547\n",
      "4896 read 1718497822\n",
      "[INFO] Processing file: 2181/3547\n",
      "4896 read 6187708894\n",
      "[INFO] Processing file: 2182/3547\n",
      "4896 read 308796398\n",
      "[INFO] Processing file: 2183/3547\n",
      "4896 read 5230223819\n",
      "[INFO] Processing file: 2184/3547\n",
      "4896 read 234838535\n",
      "[INFO] Processing file: 2185/3547\n",
      "4896 read 5732009997\n",
      "[INFO] Processing file: 2186/3547\n",
      "4896 read 1975608245\n",
      "[INFO] Processing file: 2187/3547\n",
      "4896 read 1339295403\n",
      "[INFO] Processing file: 2188/3547\n",
      "4896 read 2040144455\n",
      "[INFO] Processing file: 2189/3547\n",
      "4896 read 860849131\n",
      "[INFO] Processing file: 2190/3547\n",
      "4896 read 268175952\n",
      "[INFO] Processing file: 2191/3547\n",
      "4896 read 65867193\n",
      "[INFO] Processing file: 2192/3547\n",
      "4896 read 5097603820\n",
      "[INFO] Processing file: 2193/3547\n",
      "4896 read 987287889\n",
      "[INFO] Processing file: 2194/3547\n",
      "4896 read 394009940\n",
      "[INFO] Processing file: 2195/3547\n",
      "4896 read 266884751\n",
      "[INFO] Processing file: 2196/3547\n",
      "4896 read 947247647\n",
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      "4896 read 1290306900\n",
      "[INFO] Processing file: 2198/3547\n",
      "4896 read 968338152\n",
      "[INFO] Processing file: 2199/3547\n",
      "4896 read 1665835786\n",
      "[INFO] Processing file: 2200/3547\n",
      "4896 read 2104105514\n",
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      "[INFO] Processing file: 2203/3547\n",
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      "[INFO] Processing file: 2204/3547\n",
      "4896 read 5144453177\n",
      "[INFO] Processing file: 2205/3547\n",
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      "[INFO] Processing file: 2206/3547\n",
      "4896 read 1390865808\n",
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      "4896 read 1763145949\n",
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      "[INFO] Processing file: 2210/3547\n",
      "4896 read 324520741\n",
      "[INFO] Processing file: 2211/3547\n",
      "4896 read 495538122\n",
      "[INFO] Processing file: 2212/3547\n",
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      "4896 read 5116383265\n",
      "[INFO] Processing file: 2215/3547\n",
      "4896 read 566149009\n",
      "[INFO] Processing file: 2216/3547\n",
      "4896 read 1064144631\n",
      "[INFO] Processing file: 2217/3547\n",
      "4896 read 457923508\n",
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      "4896 read 941300548\n",
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      "[INFO] Processing file: 2220/3547\n",
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      "4896 read 412520037\n",
      "[INFO] Processing file: 2222/3547\n",
      "4896 read 698191278\n",
      "[INFO] Processing file: 2223/3547\n",
      "4896 read 484460340\n",
      "[INFO] Processing file: 2224/3547\n",
      "4896 read 260875755\n",
      "[INFO] Processing file: 2225/3547\n",
      "4896 read 264578919\n",
      "[INFO] Processing file: 2226/3547\n",
      "4896 read 1219900046\n",
      "[INFO] Processing file: 2227/3547\n",
      "4896 read 229615681\n",
      "[INFO] Processing file: 2228/3547\n",
      "4896 read 262192500\n",
      "[INFO] Processing file: 2229/3547\n",
      "4896 read 1884416453\n",
      "[INFO] Processing file: 2230/3547\n",
      "4896 read 1036424300\n",
      "[INFO] Processing file: 2231/3547\n",
      "4896 read 373528541\n",
      "[INFO] Processing file: 2232/3547\n",
      "4896 read 250582507\n",
      "[INFO] Processing file: 2233/3547\n",
      "4896 read 1227304026\n",
      "[INFO] Processing file: 2234/3547\n",
      "4896 read 5019650749\n",
      "[INFO] Processing file: 2235/3547\n",
      "4896 read 41606\n",
      "[INFO] Processing file: 2236/3547\n",
      "4876 yes 2104105514\n",
      "[INFO] Processing file: 2237/3547\n",
      "4876 yes 1884416453\n",
      "[INFO] Processing file: 2238/3547\n",
      "4876 yes 249534318\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-118104-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 2239/3547\n",
      "4876 yes 65867193\n",
      "[INFO] Processing file: 2240/3547\n",
      "4876 yes 941300548\n",
      "[INFO] Processing file: 2241/3547\n",
      "4876 yes 5570147039\n",
      "[INFO] Processing file: 2242/3547\n",
      "4876 yes 5052485540\n",
      "[INFO] Processing file: 2243/3547\n",
      "4876 yes 412520037\n",
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      "4876 yes 787132883\n",
      "[INFO] Processing file: 2245/3547\n",
      "4876 yes 1147173839\n",
      "[INFO] Processing file: 2246/3547\n",
      "4876 yes 373528541\n",
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      "4876 yes 1036424300\n",
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      "4876 yes 234838535\n",
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      "4876 yes 808985421\n",
      "[INFO] Processing file: 2250/3547\n",
      "4876 yes 684360898\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-188033-A-38.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 2251/3547\n",
      "4876 yes 324520741\n",
      "[INFO] Processing file: 2252/3547\n",
      "4876 yes 1555122222\n",
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      "4876 yes 1718497822\n",
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      "4876 yes 516721534\n",
      "[INFO] Processing file: 2258/3547\n",
      "4876 yes 5470658457\n",
      "[INFO] Processing file: 2259/3547\n",
      "4876 yes 308796398\n",
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      "4876 yes 394009940\n",
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      "4876 yes 2129135435\n",
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      "4876 yes 264578919\n",
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      "4876 yes 698191278\n",
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      "4876 yes 860849131\n",
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      "4876 yes 1725267798\n",
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      "4876 yes 566149009\n",
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      "[INFO] Processing file: 2290/3547\n",
      "4876 yes 48714653\n",
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      "4876 yes 458852099\n",
      "[INFO] Processing file: 2292/3547\n",
      "4876 yes 1763145949\n",
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      "4876 yes 335145783\n",
      "[INFO] Processing file: 2294/3547\n",
      "4876 yes 5259393219\n",
      "[INFO] Processing file: 2295/3547\n",
      "4876 yes 1060745078\n",
      "[INFO] Processing file: 2296/3547\n",
      "4876 yes 464206186\n",
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      "4876 yes 1231589731\n",
      "[INFO] Processing file: 2300/3547\n",
      "4876 yes 1483061991\n",
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      "[INFO] Processing file: 2303/3547\n",
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      "[INFO] Processing file: 2304/3547\n",
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      "4876 yes 764620701\n",
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      "[INFO] Processing file: 2307/3547\n",
      "4876 yes 1021400021\n",
      "[INFO] Processing file: 2308/3547\n",
      "4876 yes 351318374\n",
      "[INFO] Processing file: 2309/3547\n",
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      "[INFO] Processing file: 2311/3547\n",
      "4876 yes 41606\n",
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      "4876 yes 473776129\n",
      "[INFO] Processing file: 2313/3547\n",
      "4876 yes 1064144631\n",
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      "4876 yes 1253807082\n",
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      "4876 yes 306383679\n",
      "[INFO] Processing file: 2317/3547\n",
      "4876 yes 1390865808\n",
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      "4876 yes 987287889\n",
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      "4876 yes 1975608245\n",
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      "4876 yes 866683589\n",
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      "4876 yes 6027910009\n",
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      "[INFO] Processing file: 2332/3547\n",
      "4876 yes 266884751\n",
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      "[INFO] Processing file: 2338/3547\n",
      "4876 yes 262192500\n",
      "[INFO] Processing file: 2339/3547\n",
      "4881 one 1725267798\n",
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      "[INFO] Processing file: 2375/3547\n",
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      "[INFO] Processing file: 2378/3547\n",
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      "[INFO] Processing file: 2380/3547\n",
      "4881 one 1231589731\n",
      "[INFO] Processing file: 2381/3547\n",
      "4881 one 1227304026\n",
      "[INFO] Processing file: 2382/3547\n",
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      "[INFO] Processing file: 2383/3547\n",
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      "[INFO] Processing file: 2391/3547\n",
      "4881 one 390959255\n",
      "[INFO] Processing file: 2392/3547\n",
      "4881 one 5230223819\n",
      "[INFO] Processing file: 2393/3547\n",
      "4881 one 2129135435\n",
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      "4881 one 5259393219\n",
      "[INFO] Processing file: 2395/3547\n",
      "4881 one 6027910009\n",
      "[INFO] Processing file: 2396/3547\n",
      "4881 one 1061575926\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-155568-A-32.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO] Processing file: 2397/3547\n",
      "4881 one 5019650749\n",
      "[INFO] Processing file: 2398/3547\n",
      "4881 one 1032786543\n",
      "[INFO] Processing file: 2399/3547\n",
      "4881 one 1231499957\n",
      "[INFO] Processing file: 2400/3547\n",
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      "[INFO] Processing file: 2402/3547\n",
      "4881 one 1369510301\n",
      "[INFO] Processing file: 2403/3547\n",
      "4881 one 987287889\n",
      "[INFO] Processing file: 2404/3547\n",
      "4881 one 1121086406\n",
      "[INFO] Processing file: 2405/3547\n",
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      "[INFO] Processing file: 2407/3547\n",
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      "[INFO] Processing file: 2408/3547\n",
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      "[INFO] Processing file: 2409/3547\n",
      "4881 one 308796398\n",
      "[INFO] Processing file: 2410/3547\n",
      "4881 one 458852099\n",
      "[INFO] Processing file: 2411/3547\n",
      "4881 one 1290306900\n",
      "[INFO] Processing file: 2412/3547\n",
      "4881 one 1718497822\n",
      "[INFO] Processing file: 2413/3547\n",
      "4881 one 229615681\n",
      "[INFO] Processing file: 2414/3547\n",
      "4881 one 250582507\n",
      "[INFO] Processing file: 2415/3547\n",
      "4881 one 1253807082\n",
      "[INFO] Processing file: 2416/3547\n",
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/1-9887-B-49.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
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      "  warnings.warn(\n"
     ]
    },
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-250629-A-37.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-118069-B-27.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
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     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/3-185313-A-31.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
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      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/5-194899-C-3.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
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     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/2-130979-A-21.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
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    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/admin2/.local/lib/python3.8/site-packages/audiomentations/augmentations/add_background_noise.py:128: UserWarning: The file /home/admin2/askat_kuzdeuov/kscd/ESC-50-master/audio/4-130584-A-4.wav is too silent to be added as noise. Returning the input unchanged.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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   ],
   "source": [
    "# create training, validation, and test lists\n",
    "train_list = []\n",
    "val_list = []\n",
    "test_list = []\n",
    "\n",
    "# loop over the speech commands\n",
    "for i, wavPath in enumerate(wavPaths, 1):\n",
    "    print(\"[INFO] Processing file: {}/{}\".format(i, len(wavPaths)))\n",
    "    \n",
    "    # extract the command name, wav file name, and subject ID\n",
    "    wav_file = wavPath.split('/')[-1]\n",
    "    wav_file = wav_file.split('.')[0]\n",
    "    command_id, subject, *rest = wav_file.split('_')\n",
    "    command = command_map[int(command_id)]\n",
    "    print(command_id, command, subject)\n",
    "    #command, wav_file = wavPath.split('/')[-2:]\n",
    "    #subject = wav_file.split('.')[0]\n",
    "    \n",
    "    # load the raw audio signal\n",
    "    raw_signal, _ = librosa.load(wavPath, sr=sample_rate)\n",
    "    \n",
    "    # define a path for saving the augmented command\n",
    "    save_path = os.path.join(new_dataset_path, command)\n",
    "    \n",
    "    if subject in train_subjects or subject in val_subjects:\n",
    "        # loop over the time stretch rates\n",
    "        for speed in speeds:\n",
    "            # apply time stretch augmentation \n",
    "            ts_signal = time_stretch(raw_signal, speed)     \n",
    "\n",
    "            # loop over the pitch scales\n",
    "            for pitch in pitches:\n",
    "                # apply pitch scale augmentation\n",
    "                ps_signal = pitch_scale(ts_signal, sample_rate, pitch)\n",
    "                \n",
    "                # apply gain scale augmentation\n",
    "                gs_signal = random_gain(ps_signal, gain_min_factor, gain_max_factor)\n",
    "                wav_file_name = \"{}-{}-{}-0.wav\".format(subject, speed, pitch)\n",
    "                sf.write(os.path.join(save_path, wav_file_name), gs_signal, sample_rate)\n",
    "                \n",
    "                if subject in train_subjects:\n",
    "                    train_list.append('./data_tt/' + command + '/' + wav_file_name)\n",
    "                else:\n",
    "                    val_list.append('./data_tt/' + command + '/' + wav_file_name)\n",
    "                \n",
    "                # add white gaussian noise \n",
    "                gn_signal = add_white_noise(gs_signal, noise_percentage_factor)\n",
    "                gn_wav_file_name = \"{}-{}-{}-1.wav\".format(subject, speed, pitch)\n",
    "                sf.write(os.path.join(save_path, gn_wav_file_name), gn_signal, sample_rate)\n",
    "                \n",
    "                if subject in train_subjects:\n",
    "                    train_list.append('./data_tt/' + command + '/' + gn_wav_file_name)\n",
    "                else:\n",
    "                    val_list.append('./data_tt/' + command + '/' + gn_wav_file_name)\n",
    "                    \n",
    "                # add random background noise\n",
    "                for i in range(num_background_noise):\n",
    "                    bn_signal = add_background_noise(gs_signal, sample_rate=sample_rate)\n",
    "                    bn_wav_file_name = \"{}-{}-{}-{}.wav\".format(subject, speed, pitch, i+2)\n",
    "                    sf.write(os.path.join(save_path, bn_wav_file_name), bn_signal, sample_rate)\n",
    "                    \n",
    "                    if subject in train_subjects:\n",
    "                        train_list.append('./data_tt/' + command + '/' + bn_wav_file_name)\n",
    "                    else:\n",
    "                        val_list.append('./data_tt/' + command + '/' + bn_wav_file_name)\n",
    "    else:\n",
    "        sf.write(os.path.join(save_path, wav_file+'.wav'), raw_signal, sample_rate)\n",
    "        test_list.append('./data_tt/' + command + '/' + wav_file+'.wav')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "bec9e90b-8ce0-4843-b3ce-44f1fb14b486",
   "metadata": {},
   "outputs": [],
   "source": [
    "label_list = [label for label in sorted(os.listdir(new_dataset_path)) if os.path.isdir(os.path.join(new_dataset_path, label)) and label[0] != \"_\"]\n",
    "label_map = {idx: label for idx, label in enumerate(label_list)}\n",
    "\n",
    "with open(os.path.join(new_dataset_path, \"training_list.txt\"), \"w+\") as f:\n",
    "    f.write(\"\\n\".join(train_list))\n",
    "\n",
    "with open(os.path.join(new_dataset_path, \"validation_list.txt\"), \"w+\") as f:\n",
    "    f.write(\"\\n\".join(val_list))\n",
    "\n",
    "with open(os.path.join(new_dataset_path, \"testing_list.txt\"), \"w+\") as f:\n",
    "    f.write(\"\\n\".join(test_list))\n",
    "\n",
    "with open(os.path.join(new_dataset_path, \"label_map.json\"), \"w+\") as f:\n",
    "    json.dump(label_map, f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "dc1e04dc-e355-4182-b073-55f5efc51e21",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Train samples: 77292\n",
      "Val samples: 12600\n",
      "Test samples: 1050\n"
     ]
    }
   ],
   "source": [
    "print(\"Train samples:\", len(train_list))\n",
    "print(\"Val samples:\", len(val_list))\n",
    "print(\"Test samples:\", len(test_list))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "d5be9eb3-bad9-46fc-ace5-34c6ee7c6cac",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1. Command: backward, samples: 2406\n",
      "2. Command: forward, samples: 2478\n",
      "3. Command: right, samples: 2586\n",
      "4. Command: left, samples: 2658\n",
      "5. Command: down, samples: 2514\n",
      "6. Command: up, samples: 2586\n",
      "7. Command: go, samples: 2622\n",
      "8. Command: stop, samples: 2694\n",
      "9. Command: on, samples: 2622\n",
      "10. Command: off, samples: 2550\n",
      "11. Command: yes, samples: 2658\n",
      "12. Command: no, samples: 2658\n",
      "13. Command: learn, samples: 2550\n",
      "14. Command: follow, samples: 2442\n",
      "15. Command: zero, samples: 2622\n",
      "16. Command: one, samples: 2586\n",
      "17. Command: two, samples: 2550\n",
      "18. Command: three, samples: 2550\n",
      "19. Command: four, samples: 2550\n",
      "20. Command: five, samples: 2694\n",
      "21. Command: six, samples: 2586\n",
      "22. Command: seven, samples: 2658\n",
      "23. Command: eight, samples: 2550\n",
      "24. Command: nine, samples: 2514\n",
      "25. Command: bed, samples: 2442\n",
      "26. Command: bird, samples: 2586\n",
      "27. Command: cat, samples: 2694\n",
      "28. Command: dog, samples: 2694\n",
      "29. Command: happy, samples: 2658\n",
      "30. Command: house, samples: 2694\n",
      "31. Command: read, samples: 2694\n",
      "32. Command: write, samples: 2694\n",
      "33. Command: tree, samples: 2622\n",
      "34. Command: visual, samples: 2658\n",
      "35. Command: wow, samples: 2550\n"
     ]
    }
   ],
   "source": [
    "for i, command in enumerate(commands,1):\n",
    "    wavPaths = list(paths.list_files(os.path.join(new_dataset_path, command), validExts=\"wav\"))\n",
    "    print(\"{}. Command: {}, samples: {}\".format(i, command, len(wavPaths)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "db3ccd2a-6d08-4217-b19d-b6f3a7ab11db",
   "metadata": {},
   "outputs": [],
   "source": [
    "test_dataset_path = 'Keyword-MLP/test_data_tt'\n",
    "\n",
    "for command in commands:\n",
    "    command_path = os.path.join(test_dataset_path, command)\n",
    "    \n",
    "    if not os.path.exists(command_path):\n",
    "        os.makedirs(command_path)\n",
    "        \n",
    "for test_path in test_list:\n",
    "    command, wav_file = test_path.split('/')[-2:]\n",
    "    source_path = os.path.join(new_dataset_path, command, wav_file)\n",
    "    destination_path = os.path.join(test_dataset_path, command, wav_file)\n",
    "    shutil.copy(source_path, destination_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "50fc8b7a-2528-47da-8762-e504cd8ea10d",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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