8 Vocal Translator using Azure AI STT.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "2c0a8250",
   "metadata": {},
   "source": [
    "# Voice translator with Azure AI using Speech to Text, Azure AI Translator and Text to Speech\n",
    "\n",
    "<img src=\"https://github.com/retkowsky/azure-ai-translator/blob/main/webapp4.jpg?raw=true\">"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "db0c12fd",
   "metadata": {},
   "outputs": [],
   "source": [
    "# %pip install azure-ai-translation-text==1.0.0b1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "77be820d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# %pip install azure-cognitiveservices-speech"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "5fb69292",
   "metadata": {},
   "outputs": [],
   "source": [
    "import azure.cognitiveservices.speech as speechsdk\n",
    "import datetime\n",
    "import gradio as gr\n",
    "import openai\n",
    "import os\n",
    "import pandas as pd\n",
    "import random\n",
    "import sys\n",
    "\n",
    "from azure.ai.translation.text import TextTranslationClient, TranslatorCredential\n",
    "from azure.ai.translation.text.models import InputTextItem\n",
    "from dotenv import load_dotenv\n",
    "from IPython.display import Audio\n",
    "from openai import AzureOpenAI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e5d3b079",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Python version is: 3.10.11 (main, May 16 2023, 00:28:57) [GCC 11.2.0]\n"
     ]
    }
   ],
   "source": [
    "print(f\"Python version is: {sys.version}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "719830ee",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Today is 26-Apr-2024 08:25:27\n"
     ]
    }
   ],
   "source": [
    "print(f\"Today is {datetime.datetime.today().strftime('%d-%b-%Y %H:%M:%S')}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5a94a32c",
   "metadata": {},
   "source": [
    "## 1. Settings"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e62e9647",
   "metadata": {},
   "outputs": [],
   "source": [
    "def check_openai_version():\n",
    "    \"\"\"\n",
    "    Check OpenAI version\n",
    "    \"\"\"\n",
    "    try:\n",
    "        installed_version = openai.__version__\n",
    "        version_number = float(installed_version.split('.')[0])\n",
    "\n",
    "    except (AttributeError, ValueError):\n",
    "        print(\"Invalid OpenAI version format\")\n",
    "        return\n",
    "\n",
    "    print(f\"Installed OpenAI version: {installed_version}\\n\")\n",
    "\n",
    "    if version_number < 1.0:\n",
    "        print(\"[Warning] You should upgrade OpenAI to have version >= 1.0.0\")\n",
    "        print(\"To upgrade, run: %pip install openai --upgrade\")\n",
    "\n",
    "    else:\n",
    "        print(f\"[OK] OpenAI version {installed_version} is greater than version 1.0.0\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "64e58c67",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Installed OpenAI version: 1.20.0\n",
      "\n",
      "[OK] OpenAI version 1.20.0 is greater than version 1.0.0\n"
     ]
    }
   ],
   "source": [
    "check_openai_version()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "42dc8c9e",
   "metadata": {},
   "outputs": [],
   "source": [
    "load_dotenv(\"azure.env\")\n",
    "\n",
    "# Azure AI Translator\n",
    "azure_ai_translator_key = os.getenv(\"AZURE_AI_TRANSLATION_KEY\")\n",
    "azure_ai_translator_endpoint = os.getenv(\"AZURE_AI_TRANSLATION_ENDPOINT\")\n",
    "azure_ai_translator_region = os.getenv(\"AZURE_AI_TRANSLATION_REGION\")\n",
    "\n",
    "# Azure OpenAI Whisper model\n",
    "openai.api_base = os.getenv(\"AOAI_ENDPOINT\")\n",
    "openai.api_key = os.getenv(\"AOAI_KEY\")\n",
    "openai.api_version = os.getenv(\"AOAI_VERSION\")\n",
    "openai.api_type = os.getenv(\"AOAI_TYPE\")\n",
    "deployment_id = os.getenv(\"AOAI_DEPLOYMENT\")  # Whisper deployed name model\n",
    "model = os.getenv(\"AOAI_MODEL\")  # Whisper model\n",
    "\n",
    "# Azure Speech Services\n",
    "azure_speech_key = os.getenv(\"azure_speech_key\")\n",
    "azure_speech_region = os.getenv(\"azure_speech_region\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "98408765",
   "metadata": {},
   "outputs": [],
   "source": [
    "audio_dir = \"audio\"\n",
    "\n",
    "os.makedirs(audio_dir, exist_ok=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f6eb0a5e",
   "metadata": {},
   "source": [
    "## 2. Speech to text with Azure OpenAI Whisper"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "adaab608",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Azure OpenAI client for Whisper\n",
    "aoai_client = AzureOpenAI(\n",
    "    api_key=openai.api_key,\n",
    "    api_version=openai.api_version,\n",
    "    azure_endpoint=openai.api_base,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "e9cc58a1",
   "metadata": {},
   "outputs": [],
   "source": [
    "def speech_to_text(audio_filename):\n",
    "    \"\"\"\n",
    "    Transcribes speech from an audio file using Azure Speech to Text service.\n",
    "    Input: audio file\n",
    "    Output: text transcript\n",
    "    \"\"\"\n",
    "    try:\n",
    "        with open(audio_filename, \"rb\") as audio_file:\n",
    "            result = aoai_client.audio.transcriptions.create(\n",
    "                file=audio_file,\n",
    "                model=deployment_id,\n",
    "            )\n",
    "            return result.text\n",
    "\n",
    "    except Exception as e:\n",
    "        print(f\"[Error] Speech to text error: {e}\")\n",
    "        return None"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a77d33e3",
   "metadata": {},
   "source": [
    "### Test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "f9b42ab5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-rwxrwxrwx 1 root root 74K Apr 19 07:40 sample.wav\r\n"
     ]
    }
   ],
   "source": [
    "sample_audio = \"sample.wav\"\n",
    "\n",
    "!ls $sample_audio -lh"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "2a7ea475",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Playing audio file sample.wav\n"
     ]
    },
    {
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       "                <audio  controls=\"controls\" >\n",
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type=\"audio/x-wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print(f\"Playing audio file {sample_audio}\")\n",
    "Audio(sample_audio, autoplay=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "cf3fc947",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hello. How are you today?\n"
     ]
    }
   ],
   "source": [
    "# Test\n",
    "results = speech_to_text(sample_audio)\n",
    "print(results)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "004f80db",
   "metadata": {},
   "source": [
    "## 3. Languages supported"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "3f1a0b32",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "OutputArea.auto_scroll_threshold = 9999\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%%javascript Python \n",
    "OutputArea.auto_scroll_threshold = 9999"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "48e544ac",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Translation client\n",
    "translator_client = TextTranslationClient(\n",
    "    endpoint=azure_ai_translator_endpoint,\n",
    "    credential=TranslatorCredential(\n",
    "        azure_ai_translator_key, azure_ai_translator_region\n",
    "    ),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "6748971f",
   "metadata": {},
   "outputs": [],
   "source": [
    "def print_languages(label, languages):\n",
    "        \"\"\"\n",
    "        Print supported languages of Azure AI Translator\n",
    "        \"\"\"\n",
    "        print(\"\\033[1;31;34m\")\n",
    "        \n",
    "        if languages is not None:\n",
    "            print(f\"Number of supported {label} languages = {len(languages)}\\n\")\n",
    "            print(f\"{label.capitalize()} languages:\")\n",
    "\n",
    "            for idx, (key, value) in enumerate(languages.items(), start=1):\n",
    "                print(f\"{idx:03}\\t{key:10} {value.name} ({value.native_name})\")\n",
    "\n",
    "        else:\n",
    "            print(f\"No supported {label} languages.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "69a65cbd",
   "metadata": {},
   "outputs": [],
   "source": [
    "response = translator_client.get_languages()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "984b3138",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[1;31;34m\n",
      "Number of supported translation languages = 135\n",
      "\n",
      "Translation languages:\n",
      "001\taf         Afrikaans (Afrikaans)\n",
      "002\tam         Amharic (አማርኛ)\n",
      "003\tar         Arabic (العربية)\n",
      "004\tas         Assamese (অসমীয়া)\n",
      "005\taz         Azerbaijani (Azərbaycan)\n",
      "006\tba         Bashkir (Bashkir)\n",
      "007\tbg         Bulgarian (Български)\n",
      "008\tbho        Bhojpuri (Bhojpuri)\n",
      "009\tbn         Bangla (বাংলা)\n",
      "010\tbo         Tibetan (བོད་སྐད་)\n",
      "011\tbrx        Bodo (बड़ो)\n",
      "012\tbs         Bosnian (Bosnian)\n",
      "013\tca         Catalan (Català)\n",
      "014\tcs         Czech (Čeština)\n",
      "015\tcy         Welsh (Cymraeg)\n",
      "016\tda         Danish (Dansk)\n",
      "017\tde         German (Deutsch)\n",
      "018\tdoi        Dogri (Dogri)\n",
      "019\tdsb        Lower Sorbian (Dolnoserbšćina)\n",
      "020\tdv         Divehi (ދިވެހިބަސް)\n",
      "021\tel         Greek (Ελληνικά)\n",
      "022\ten         English (English)\n",
      "023\tes         Spanish (Español)\n",
      "024\tet         Estonian (Eesti)\n",
      "025\teu         Basque (Euskara)\n",
      "026\tfa         Persian (فارسی)\n",
      "027\tfi         Finnish (Suomi)\n",
      "028\tfil        Filipino (Filipino)\n",
      "029\tfj         Fijian (Na Vosa Vakaviti)\n",
      "030\tfo         Faroese (Føroyskt)\n",
      "031\tfr         French (Français)\n",
      "032\tfr-CA      French (Canada) (Français (Canada))\n",
      "033\tga         Irish (Gaeilge)\n",
      "034\tgl         Galician (Galego)\n",
      "035\tgom        Konkani (Konkani)\n",
      "036\tgu         Gujarati (ગુજરાતી)\n",
      "037\tha         Hausa (Hausa)\n",
      "038\the         Hebrew (עברית)\n",
      "039\thi         Hindi (हिन्दी)\n",
      "040\thne        Chhattisgarhi (Chhattisgarhi)\n",
      "041\thr         Croatian (Hrvatski)\n",
      "042\thsb        Upper Sorbian (Hornjoserbšćina)\n",
      "043\tht         Haitian Creole (Haitian Creole)\n",
      "044\thu         Hungarian (Magyar)\n",
      "045\thy         Armenian (Հայերեն)\n",
      "046\tid         Indonesian (Indonesia)\n",
      "047\tig         Igbo (Ásụ̀sụ́ Ìgbò)\n",
      "048\tikt        Inuinnaqtun (Inuinnaqtun)\n",
      "049\tis         Icelandic (Íslenska)\n",
      "050\tit         Italian (Italiano)\n",
      "051\tiu         Inuktitut (ᐃᓄᒃᑎᑐᑦ)\n",
      "052\tiu-Latn    Inuktitut (Latin) (Inuktitut (Latin))\n",
      "053\tja         Japanese (日本語)\n",
      "054\tka         Georgian (ქართული)\n",
      "055\tkk         Kazakh (Қазақ Тілі)\n",
      "056\tkm         Khmer (ខ្មែរ)\n",
      "057\tkmr        Kurdish (Northern) (Kurdî (Bakur))\n",
      "058\tkn         Kannada (ಕನ್ನಡ)\n",
      "059\tko         Korean (한국어)\n",
      "060\tks         Kashmiri (کٲشُر)\n",
      "061\tku         Kurdish (Central) (Kurdî (Navîn))\n",
      "062\tky         Kyrgyz (Кыргызча)\n",
      "063\tln         Lingala (Lingála)\n",
      "064\tlo         Lao (ລາວ)\n",
      "065\tlt         Lithuanian (Lietuvių)\n",
      "066\tlug        Ganda (Ganda)\n",
      "067\tlv         Latvian (Latviešu)\n",
      "068\tlzh        Chinese (Literary) (中文 (文言文))\n",
      "069\tmai        Maithili (Maithili)\n",
      "070\tmg         Malagasy (Malagasy)\n",
      "071\tmi         Māori (Te Reo Māori)\n",
      "072\tmk         Macedonian (Македонски)\n",
      "073\tml         Malayalam (മലയാളം)\n",
      "074\tmn-Cyrl    Mongolian (Cyrillic) (Mongolian (Cyrillic))\n",
      "075\tmn-Mong    Mongolian (Traditional) (ᠮᠣᠩᠭᠣᠯ ᠬᠡᠯᠡ)\n",
      "076\tmni        Manipuri (ꯃꯩꯇꯩꯂꯣꯟ)\n",
      "077\tmr         Marathi (मराठी)\n",
      "078\tms         Malay (Melayu)\n",
      "079\tmt         Maltese (Malti)\n",
      "080\tmww        Hmong Daw (Hmong Daw)\n",
      "081\tmy         Myanmar (Burmese) (မြန်မာ)\n",
      "082\tnb         Norwegian (Norsk Bokmål)\n",
      "083\tne         Nepali (नेपाली)\n",
      "084\tnl         Dutch (Nederlands)\n",
      "085\tnso        Sesotho sa Leboa (Sesotho sa Leboa)\n",
      "086\tnya        Nyanja (Nyanja)\n",
      "087\tor         Odia (ଓଡ଼ିଆ)\n",
      "088\totq        Querétaro Otomi (Hñähñu)\n",
      "089\tpa         Punjabi (ਪੰਜਾਬੀ)\n",
      "090\tpl         Polish (Polski)\n",
      "091\tprs        Dari (دری)\n",
      "092\tps         Pashto (پښتو)\n",
      "093\tpt         Portuguese (Brazil) (Português (Brasil))\n",
      "094\tpt-PT      Portuguese (Portugal) (Português (Portugal))\n",
      "095\tro         Romanian (Română)\n",
      "096\tru         Russian (Русский)\n",
      "097\trun        Rundi (Rundi)\n",
      "098\trw         Kinyarwanda (Kinyarwanda)\n",
      "099\tsd         Sindhi (سنڌي)\n",
      "100\tsi         Sinhala (සිංහල)\n",
      "101\tsk         Slovak (Slovenčina)\n",
      "102\tsl         Slovenian (Slovenščina)\n",
      "103\tsm         Samoan (Gagana Sāmoa)\n",
      "104\tsn         Shona (chiShona)\n",
      "105\tso         Somali (Soomaali)\n",
      "106\tsq         Albanian (Shqip)\n",
      "107\tsr-Cyrl    Serbian (Cyrillic) (Српски (ћирилица))\n",
      "108\tsr-Latn    Serbian (Latin) (Srpski (latinica))\n",
      "109\tst         Sesotho (Sesotho)\n",
      "110\tsv         Swedish (Svenska)\n",
      "111\tsw         Swahili (Kiswahili)\n",
      "112\tta         Tamil (தமிழ்)\n",
      "113\tte         Telugu (తెలుగు)\n",
      "114\tth         Thai (ไทย)\n",
      "115\tti         Tigrinya (ትግር)\n",
      "116\ttk         Turkmen (Türkmen Dili)\n",
      "117\ttlh-Latn   Klingon (Latin) (Klingon (Latin))\n",
      "118\ttlh-Piqd   Klingon (pIqaD) (Klingon (pIqaD))\n",
      "119\ttn         Setswana (Setswana)\n",
      "120\tto         Tongan (Lea Fakatonga)\n",
      "121\ttr         Turkish (Türkçe)\n",
      "122\ttt         Tatar (Татар)\n",
      "123\tty         Tahitian (Reo Tahiti)\n",
      "124\tug         Uyghur (ئۇيغۇرچە)\n",
      "125\tuk         Ukrainian (Українська)\n",
      "126\tur         Urdu (اردو)\n",
      "127\tuz         Uzbek (Latin) (Uzbek (Latin))\n",
      "128\tvi         Vietnamese (Tiếng Việt)\n",
      "129\txh         Xhosa (isiXhosa)\n",
      "130\tyo         Yoruba (Èdè Yorùbá)\n",
      "131\tyua        Yucatec Maya (Yucatec Maya)\n",
      "132\tyue        Cantonese (Traditional) (粵語 (繁體))\n",
      "133\tzh-Hans    Chinese Simplified (中文 (简体))\n",
      "134\tzh-Hant    Chinese Traditional (繁體中文 (繁體))\n",
      "135\tzu         Zulu (Isi-Zulu)\n"
     ]
    }
   ],
   "source": [
    "print_languages(\"translation\", response.translation)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "56e6a53a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[1;31;34m\n",
      "Number of supported transliteration languages = 42\n",
      "\n",
      "Transliteration languages:\n",
      "001\tar         Arabic (العربية)\n",
      "002\tas         Assamese (অসমীয়া)\n",
      "003\tbe         Belarusian (беларуская)\n",
      "004\tbg         Bulgarian (Български)\n",
      "005\tbn         Bangla (বাংলা)\n",
      "006\tbrx        Bodo (बड़ो)\n",
      "007\tel         Greek (Ελληνικά)\n",
      "008\tfa         Persian (فارسی)\n",
      "009\tgom        Konkani (Konkani)\n",
      "010\tgu         Gujarati (ગુજરાતી)\n",
      "011\the         Hebrew (עברית)\n",
      "012\thi         Hindi (हिन्दी)\n",
      "013\tja         Japanese (日本語)\n",
      "014\tkk         Kazakh (Қазақ Тілі)\n",
      "015\tkn         Kannada (ಕನ್ನಡ)\n",
      "016\tko         Korean (한국어)\n",
      "017\tks         Kashmiri (کٲشُر)\n",
      "018\tky         Kyrgyz (Кыргызча)\n",
      "019\tmai        Maithili (Maithili)\n",
      "020\tmk         Macedonian (Македонски)\n",
      "021\tml         Malayalam (മലയാളം)\n",
      "022\tmn-Cyrl    Mongolian (Cyrillic) (Mongolian (Cyrillic))\n",
      "023\tmni        Manipuri (ꯃꯩꯇꯩꯂꯣꯟ)\n",
      "024\tmr         Marathi (मराठी)\n",
      "025\tne         Nepali (नेपाली)\n",
      "026\tor         Odia (ଓଡ଼ିଆ)\n",
      "027\tpa         Punjabi (ਪੰਜਾਬੀ)\n",
      "028\tru         Russian (Русский)\n",
      "029\tsa         Sanskrit (संस्कृत)\n",
      "030\tsd         Sindhi (سنڌي)\n",
      "031\tsi         Sinhala (සිංහල)\n",
      "032\tsr-Cyrl    Serbian (Cyrillic) (Српски (ћирилица))\n",
      "033\tsr-Latn    Serbian (Latin) (Srpski (latinica))\n",
      "034\tta         Tamil (தமிழ்)\n",
      "035\tte         Telugu (తెలుగు)\n",
      "036\ttg         Tajik (Tajik (Cyrillic))\n",
      "037\tth         Thai (ไทย)\n",
      "038\ttt         Tatar (Татар)\n",
      "039\tuk         Ukrainian (Українська)\n",
      "040\tur         Urdu (اردو)\n",
      "041\tzh-Hans    Chinese Simplified (中文 (简体))\n",
      "042\tzh-Hant    Chinese Traditional (繁體中文 (繁體))\n"
     ]
    }
   ],
   "source": [
    "print_languages(\"transliteration\", response.transliteration)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "8088116b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[1;31;34m\n",
      "Number of supported dictionary languages = 50\n",
      "\n",
      "Dictionary languages:\n",
      "001\taf         Afrikaans (Afrikaans)\n",
      "002\tar         Arabic (العربية)\n",
      "003\tbg         Bulgarian (Български)\n",
      "004\tbn         Bangla (বাংলা)\n",
      "005\tbs         Bosnian (Bosnian)\n",
      "006\tca         Catalan (Català)\n",
      "007\tcs         Czech (Čeština)\n",
      "008\tcy         Welsh (Cymraeg)\n",
      "009\tda         Danish (Dansk)\n",
      "010\tde         German (Deutsch)\n",
      "011\tel         Greek (Ελληνικά)\n",
      "012\ten         English (English)\n",
      "013\tes         Spanish (Español)\n",
      "014\tet         Estonian (Eesti)\n",
      "015\tfa         Persian (فارسی)\n",
      "016\tfi         Finnish (Suomi)\n",
      "017\tfr         French (Français)\n",
      "018\the         Hebrew (עברית)\n",
      "019\thi         Hindi (हिन्दी)\n",
      "020\thr         Croatian (Hrvatski)\n",
      "021\thu         Hungarian (Magyar)\n",
      "022\tid         Indonesian (Indonesia)\n",
      "023\tis         Icelandic (Íslenska)\n",
      "024\tit         Italian (Italiano)\n",
      "025\tja         Japanese (日本語)\n",
      "026\tko         Korean (한국어)\n",
      "027\tlt         Lithuanian (Lietuvių)\n",
      "028\tlv         Latvian (Latviešu)\n",
      "029\tms         Malay (Melayu)\n",
      "030\tmt         Maltese (Malti)\n",
      "031\tmww        Hmong Daw (Hmong Daw)\n",
      "032\tnb         Norwegian (Norsk Bokmål)\n",
      "033\tnl         Dutch (Nederlands)\n",
      "034\tpl         Polish (Polski)\n",
      "035\tpt         Portuguese (Brazil) (Português (Brasil))\n",
      "036\tro         Romanian (Română)\n",
      "037\tru         Russian (Русский)\n",
      "038\tsk         Slovak (Slovenčina)\n",
      "039\tsl         Slovenian (Slovenščina)\n",
      "040\tsr-Latn    Serbian (Latin) (Srpski (latinica))\n",
      "041\tsv         Swedish (Svenska)\n",
      "042\tsw         Swahili (Kiswahili)\n",
      "043\tta         Tamil (தமிழ்)\n",
      "044\tth         Thai (ไทย)\n",
      "045\ttlh-Latn   Klingon (Latin) (Klingon (Latin))\n",
      "046\ttr         Turkish (Türkçe)\n",
      "047\tuk         Ukrainian (Українська)\n",
      "048\tur         Urdu (اردو)\n",
      "049\tvi         Vietnamese (Tiếng Việt)\n",
      "050\tzh-Hans    Chinese Simplified (中文 (简体))\n"
     ]
    }
   ],
   "source": [
    "print_languages(\"dictionary\", response.dictionary)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "5d751867",
   "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>Language_Code</th>\n",
       "      <th>Language_Name</th>\n",
       "      <th>Native_Name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>af</td>\n",
       "      <td>Afrikaans</td>\n",
       "      <td>Afrikaans</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>am</td>\n",
       "      <td>Amharic</td>\n",
       "      <td>አማርኛ</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>ar</td>\n",
       "      <td>Arabic</td>\n",
       "      <td>العربية</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>as</td>\n",
       "      <td>Assamese</td>\n",
       "      <td>অসমীয়া</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>az</td>\n",
       "      <td>Azerbaijani</td>\n",
       "      <td>Azərbaycan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>yua</td>\n",
       "      <td>Yucatec Maya</td>\n",
       "      <td>Yucatec Maya</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>yue</td>\n",
       "      <td>Cantonese (Traditional)</td>\n",
       "      <td>粵語 (繁體)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>zh-Hans</td>\n",
       "      <td>Chinese Simplified</td>\n",
       "      <td>中文 (简体)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>zh-Hant</td>\n",
       "      <td>Chinese Traditional</td>\n",
       "      <td>繁體中文 (繁體)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>zu</td>\n",
       "      <td>Zulu</td>\n",
       "      <td>Isi-Zulu</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>135 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Language_Code            Language_Name   Native_Name\n",
       "0              af                Afrikaans     Afrikaans\n",
       "1              am                  Amharic          አማርኛ\n",
       "2              ar                   Arabic       العربية\n",
       "3              as                 Assamese       অসমীয়া\n",
       "4              az              Azerbaijani    Azərbaycan\n",
       "..            ...                      ...           ...\n",
       "130           yua             Yucatec Maya  Yucatec Maya\n",
       "131           yue  Cantonese (Traditional)       粵語 (繁體)\n",
       "132       zh-Hans       Chinese Simplified       中文 (简体)\n",
       "133       zh-Hant      Chinese Traditional     繁體中文 (繁體)\n",
       "134            zu                     Zulu      Isi-Zulu\n",
       "\n",
       "[135 rows x 3 columns]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lang_list = []\n",
    "\n",
    "if response.translation is not None:\n",
    "    for key, value in response.translation.items():\n",
    "        lang_list.append(\n",
    "            {\n",
    "                \"Language_Code\": key,\n",
    "                \"Language_Name\": value.name,\n",
    "                \"Native_Name\": value.native_name,\n",
    "            }\n",
    "        )\n",
    "\n",
    "df_languages = pd.DataFrame(lang_list)\n",
    "df_languages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "be6e9e74",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Azure AI Translator supported languages\n",
      "\u001b[1;31;34m\n",
      "    Language_Code            Language_Name           Native_Name\n",
      "0              af                Afrikaans             Afrikaans\n",
      "1              am                  Amharic                  አማርኛ\n",
      "2              ar                   Arabic               العربية\n",
      "3              as                 Assamese               অসমীয়া\n",
      "4              az              Azerbaijani            Azərbaycan\n",
      "5              ba                  Bashkir               Bashkir\n",
      "6              bg                Bulgarian             Български\n",
      "7             bho                 Bhojpuri              Bhojpuri\n",
      "8              bn                   Bangla                 বাংলা\n",
      "9              bo                  Tibetan              བོད་སྐད་\n",
      "10            brx                     Bodo                  बड़ो\n",
      "11             bs                  Bosnian               Bosnian\n",
      "12             ca                  Catalan                Català\n",
      "13             cs                    Czech               Čeština\n",
      "14             cy                    Welsh               Cymraeg\n",
      "15             da                   Danish                 Dansk\n",
      "16             de                   German               Deutsch\n",
      "17            doi                    Dogri                 Dogri\n",
      "18            dsb            Lower Sorbian        Dolnoserbšćina\n",
      "19             dv                   Divehi            ދިވެހިބަސް\n",
      "20             el                    Greek              Ελληνικά\n",
      "21             en                  English               English\n",
      "22             es                  Spanish               Español\n",
      "23             et                 Estonian                 Eesti\n",
      "24             eu                   Basque               Euskara\n",
      "25             fa                  Persian                 فارسی\n",
      "26             fi                  Finnish                 Suomi\n",
      "27            fil                 Filipino              Filipino\n",
      "28             fj                   Fijian      Na Vosa Vakaviti\n",
      "29             fo                  Faroese              Føroyskt\n",
      "30             fr                   French              Français\n",
      "31          fr-CA          French (Canada)     Français (Canada)\n",
      "32             ga                    Irish               Gaeilge\n",
      "33             gl                 Galician                Galego\n",
      "34            gom                  Konkani               Konkani\n",
      "35             gu                 Gujarati               ગુજરાતી\n",
      "36             ha                    Hausa                 Hausa\n",
      "37             he                   Hebrew                 עברית\n",
      "38             hi                    Hindi                हिन्दी\n",
      "39            hne            Chhattisgarhi         Chhattisgarhi\n",
      "40             hr                 Croatian              Hrvatski\n",
      "41            hsb            Upper Sorbian       Hornjoserbšćina\n",
      "42             ht           Haitian Creole        Haitian Creole\n",
      "43             hu                Hungarian                Magyar\n",
      "44             hy                 Armenian               Հայերեն\n",
      "45             id               Indonesian             Indonesia\n",
      "46             ig                     Igbo          Ásụ̀sụ́ Ìgbò\n",
      "47            ikt              Inuinnaqtun           Inuinnaqtun\n",
      "48             is                Icelandic              Íslenska\n",
      "49             it                  Italian              Italiano\n",
      "50             iu                Inuktitut                ᐃᓄᒃᑎᑐᑦ\n",
      "51        iu-Latn        Inuktitut (Latin)     Inuktitut (Latin)\n",
      "52             ja                 Japanese                   日本語\n",
      "53             ka                 Georgian               ქართული\n",
      "54             kk                   Kazakh            Қазақ Тілі\n",
      "55             km                    Khmer                 ខ្មែរ\n",
      "56            kmr       Kurdish (Northern)         Kurdî (Bakur)\n",
      "57             kn                  Kannada                 ಕನ್ನಡ\n",
      "58             ko                   Korean                   한국어\n",
      "59             ks                 Kashmiri                 کٲشُر\n",
      "60             ku        Kurdish (Central)         Kurdî (Navîn)\n",
      "61             ky                   Kyrgyz              Кыргызча\n",
      "62             ln                  Lingala               Lingála\n",
      "63             lo                      Lao                   ລາວ\n",
      "64             lt               Lithuanian              Lietuvių\n",
      "65            lug                    Ganda                 Ganda\n",
      "66             lv                  Latvian              Latviešu\n",
      "67            lzh       Chinese (Literary)              中文 (文言文)\n",
      "68            mai                 Maithili              Maithili\n",
      "69             mg                 Malagasy              Malagasy\n",
      "70             mi                    Māori          Te Reo Māori\n",
      "71             mk               Macedonian            Македонски\n",
      "72             ml                Malayalam                മലയാളം\n",
      "73        mn-Cyrl     Mongolian (Cyrillic)  Mongolian (Cyrillic)\n",
      "74        mn-Mong  Mongolian (Traditional)           ᠮᠣᠩᠭᠣᠯ ᠬᠡᠯᠡ\n",
      "75            mni                 Manipuri               ꯃꯩꯇꯩꯂꯣꯟ\n",
      "76             mr                  Marathi                 मराठी\n",
      "77             ms                    Malay                Melayu\n",
      "78             mt                  Maltese                 Malti\n",
      "79            mww                Hmong Daw             Hmong Daw\n",
      "80             my        Myanmar (Burmese)                မြန်မာ\n",
      "81             nb                Norwegian          Norsk Bokmål\n",
      "82             ne                   Nepali                नेपाली\n",
      "83             nl                    Dutch            Nederlands\n",
      "84            nso         Sesotho sa Leboa      Sesotho sa Leboa\n",
      "85            nya                   Nyanja                Nyanja\n",
      "86             or                     Odia                 ଓଡ଼ିଆ\n",
      "87            otq          Querétaro Otomi                Hñähñu\n",
      "88             pa                  Punjabi                ਪੰਜਾਬੀ\n",
      "89             pl                   Polish                Polski\n",
      "90            prs                     Dari                   دری\n",
      "91             ps                   Pashto                  پښتو\n",
      "92             pt      Portuguese (Brazil)    Português (Brasil)\n",
      "93          pt-PT    Portuguese (Portugal)  Português (Portugal)\n",
      "94             ro                 Romanian                Română\n",
      "95             ru                  Russian               Русский\n",
      "96            run                    Rundi                 Rundi\n",
      "97             rw              Kinyarwanda           Kinyarwanda\n",
      "98             sd                   Sindhi                  سنڌي\n",
      "99             si                  Sinhala                 සිංහල\n",
      "100            sk                   Slovak            Slovenčina\n",
      "101            sl                Slovenian           Slovenščina\n",
      "102            sm                   Samoan          Gagana Sāmoa\n",
      "103            sn                    Shona              chiShona\n",
      "104            so                   Somali              Soomaali\n",
      "105            sq                 Albanian                 Shqip\n",
      "106       sr-Cyrl       Serbian (Cyrillic)     Српски (ћирилица)\n",
      "107       sr-Latn          Serbian (Latin)     Srpski (latinica)\n",
      "108            st                  Sesotho               Sesotho\n",
      "109            sv                  Swedish               Svenska\n",
      "110            sw                  Swahili             Kiswahili\n",
      "111            ta                    Tamil                 தமிழ்\n",
      "112            te                   Telugu                తెలుగు\n",
      "113            th                     Thai                   ไทย\n",
      "114            ti                 Tigrinya                   ትግር\n",
      "115            tk                  Turkmen          Türkmen Dili\n",
      "116      tlh-Latn          Klingon (Latin)       Klingon (Latin)\n",
      "117      tlh-Piqd          Klingon (pIqaD)       Klingon (pIqaD)\n",
      "118            tn                 Setswana              Setswana\n",
      "119            to                   Tongan         Lea Fakatonga\n",
      "120            tr                  Turkish                Türkçe\n",
      "121            tt                    Tatar                 Татар\n",
      "122            ty                 Tahitian            Reo Tahiti\n",
      "123            ug                   Uyghur              ئۇيغۇرچە\n",
      "124            uk                Ukrainian            Українська\n",
      "125            ur                     Urdu                  اردو\n",
      "126            uz            Uzbek (Latin)         Uzbek (Latin)\n",
      "127            vi               Vietnamese            Tiếng Việt\n",
      "128            xh                    Xhosa              isiXhosa\n",
      "129            yo                   Yoruba            Èdè Yorùbá\n",
      "130           yua             Yucatec Maya          Yucatec Maya\n",
      "131           yue  Cantonese (Traditional)               粵語 (繁體)\n",
      "132       zh-Hans       Chinese Simplified               中文 (简体)\n",
      "133       zh-Hant      Chinese Traditional             繁體中文 (繁體)\n",
      "134            zu                     Zulu              Isi-Zulu\n"
     ]
    }
   ],
   "source": [
    "print(\"Azure AI Translator supported languages\")\n",
    "print(\"\\033[1;31;34m\")\n",
    "print(df_languages.to_string())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "6e372ce9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-rwxrwxrwx 1 root root 10K Apr 26 08:25 azure_ai_translator_languages.xlsx\r\n"
     ]
    }
   ],
   "source": [
    "excel_file = \"azure_ai_translator_languages.xlsx\"\n",
    "\n",
    "df_languages.to_excel(excel_file)\n",
    "!ls $excel_file -lh"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "22930153",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get dict from dataframe\n",
    "language_dict = df_languages.set_index(\"Language_Code\")[\"Language_Name\"].to_dict()\n",
    "# Full names list\n",
    "language_full_names = list(language_dict.values())\n",
    "# Sort\n",
    "language_full_names.sort()\n",
    "# Language codes list\n",
    "language_codes = list(language_dict.keys())\n",
    "# Sort\n",
    "language_codes.sort()\n",
    "# Creation of dict\n",
    "reverse_language_names = {v: k for k, v in language_dict.items()}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "e07ce6a0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of supported languages with Azure AI Translator = 135\n"
     ]
    }
   ],
   "source": [
    "print(f\"Number of supported languages with Azure AI Translator = {len(reverse_language_names)}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "c1d4aea3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['af', 'am', 'ar', 'as', 'az', 'ba', 'bg', 'bho', 'bn', 'bo', 'brx', 'bs', 'ca', 'cs', 'cy', 'da', 'de', 'doi', 'dsb', 'dv', 'el', 'en', 'es', 'et', 'eu', 'fa', 'fi', 'fil', 'fj', 'fo', 'fr', 'fr-CA', 'ga', 'gl', 'gom', 'gu', 'ha', 'he', 'hi', 'hne', 'hr', 'hsb', 'ht', 'hu', 'hy', 'id', 'ig', 'ikt', 'is', 'it', 'iu', 'iu-Latn', 'ja', 'ka', 'kk', 'km', 'kmr', 'kn', 'ko', 'ks', 'ku', 'ky', 'ln', 'lo', 'lt', 'lug', 'lv', 'lzh', 'mai', 'mg', 'mi', 'mk', 'ml', 'mn-Cyrl', 'mn-Mong', 'mni', 'mr', 'ms', 'mt', 'mww', 'my', 'nb', 'ne', 'nl', 'nso', 'nya', 'or', 'otq', 'pa', 'pl', 'prs', 'ps', 'pt', 'pt-PT', 'ro', 'ru', 'run', 'rw', 'sd', 'si', 'sk', 'sl', 'sm', 'sn', 'so', 'sq', 'sr-Cyrl', 'sr-Latn', 'st', 'sv', 'sw', 'ta', 'te', 'th', 'ti', 'tk', 'tlh-Latn', 'tlh-Piqd', 'tn', 'to', 'tr', 'tt', 'ty', 'ug', 'uk', 'ur', 'uz', 'vi', 'xh', 'yo', 'yua', 'yue', 'zh-Hans', 'zh-Hant', 'zu']\n"
     ]
    }
   ],
   "source": [
    "print(language_codes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "c076680a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Afrikaans': 'af', 'Amharic': 'am', 'Arabic': 'ar', 'Assamese': 'as', 'Azerbaijani': 'az', 'Bashkir': 'ba', 'Bulgarian': 'bg', 'Bhojpuri': 'bho', 'Bangla': 'bn', 'Tibetan': 'bo', 'Bodo': 'brx', 'Bosnian': 'bs', 'Catalan': 'ca', 'Czech': 'cs', 'Welsh': 'cy', 'Danish': 'da', 'German': 'de', 'Dogri': 'doi', 'Lower Sorbian': 'dsb', 'Divehi': 'dv', 'Greek': 'el', 'English': 'en', 'Spanish': 'es', 'Estonian': 'et', 'Basque': 'eu', 'Persian': 'fa', 'Finnish': 'fi', 'Filipino': 'fil', 'Fijian': 'fj', 'Faroese': 'fo', 'French': 'fr', 'French (Canada)': 'fr-CA', 'Irish': 'ga', 'Galician': 'gl', 'Konkani': 'gom', 'Gujarati': 'gu', 'Hausa': 'ha', 'Hebrew': 'he', 'Hindi': 'hi', 'Chhattisgarhi': 'hne', 'Croatian': 'hr', 'Upper Sorbian': 'hsb', 'Haitian Creole': 'ht', 'Hungarian': 'hu', 'Armenian': 'hy', 'Indonesian': 'id', 'Igbo': 'ig', 'Inuinnaqtun': 'ikt', 'Icelandic': 'is', 'Italian': 'it', 'Inuktitut': 'iu', 'Inuktitut (Latin)': 'iu-Latn', 'Japanese': 'ja', 'Georgian': 'ka', 'Kazakh': 'kk', 'Khmer': 'km', 'Kurdish (Northern)': 'kmr', 'Kannada': 'kn', 'Korean': 'ko', 'Kashmiri': 'ks', 'Kurdish (Central)': 'ku', 'Kyrgyz': 'ky', 'Lingala': 'ln', 'Lao': 'lo', 'Lithuanian': 'lt', 'Ganda': 'lug', 'Latvian': 'lv', 'Chinese (Literary)': 'lzh', 'Maithili': 'mai', 'Malagasy': 'mg', 'Māori': 'mi', 'Macedonian': 'mk', 'Malayalam': 'ml', 'Mongolian (Cyrillic)': 'mn-Cyrl', 'Mongolian (Traditional)': 'mn-Mong', 'Manipuri': 'mni', 'Marathi': 'mr', 'Malay': 'ms', 'Maltese': 'mt', 'Hmong Daw': 'mww', 'Myanmar (Burmese)': 'my', 'Norwegian': 'nb', 'Nepali': 'ne', 'Dutch': 'nl', 'Sesotho sa Leboa': 'nso', 'Nyanja': 'nya', 'Odia': 'or', 'Querétaro Otomi': 'otq', 'Punjabi': 'pa', 'Polish': 'pl', 'Dari': 'prs', 'Pashto': 'ps', 'Portuguese (Brazil)': 'pt', 'Portuguese (Portugal)': 'pt-PT', 'Romanian': 'ro', 'Russian': 'ru', 'Rundi': 'run', 'Kinyarwanda': 'rw', 'Sindhi': 'sd', 'Sinhala': 'si', 'Slovak': 'sk', 'Slovenian': 'sl', 'Samoan': 'sm', 'Shona': 'sn', 'Somali': 'so', 'Albanian': 'sq', 'Serbian (Cyrillic)': 'sr-Cyrl', 'Serbian (Latin)': 'sr-Latn', 'Sesotho': 'st', 'Swedish': 'sv', 'Swahili': 'sw', 'Tamil': 'ta', 'Telugu': 'te', 'Thai': 'th', 'Tigrinya': 'ti', 'Turkmen': 'tk', 'Klingon (Latin)': 'tlh-Latn', 'Klingon (pIqaD)': 'tlh-Piqd', 'Setswana': 'tn', 'Tongan': 'to', 'Turkish': 'tr', 'Tatar': 'tt', 'Tahitian': 'ty', 'Uyghur': 'ug', 'Ukrainian': 'uk', 'Urdu': 'ur', 'Uzbek (Latin)': 'uz', 'Vietnamese': 'vi', 'Xhosa': 'xh', 'Yoruba': 'yo', 'Yucatec Maya': 'yua', 'Cantonese (Traditional)': 'yue', 'Chinese Simplified': 'zh-Hans', 'Chinese Traditional': 'zh-Hant', 'Zulu': 'zu'}\n"
     ]
    }
   ],
   "source": [
    "print(reverse_language_names)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1c520449",
   "metadata": {},
   "source": [
    "### 3.1 Function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "87bb871e",
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_language_code(language_name):\n",
    "    \"\"\"\n",
    "    Function to get language code by language name\n",
    "    Input: language full name\n",
    "    Output: language code name\n",
    "    \"\"\"\n",
    "    return reverse_language_names.get(language_name)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "60c2b212",
   "metadata": {},
   "source": [
    "#### Tests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "91e95de5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "en\n"
     ]
    }
   ],
   "source": [
    "# Test\n",
    "print(get_language_code(\"English\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "d164765e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "it\n"
     ]
    }
   ],
   "source": [
    "# Test\n",
    "print(get_language_code(\"Italian\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0d2bf301",
   "metadata": {},
   "source": [
    "## 4.1 Translation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "48faad6e",
   "metadata": {},
   "outputs": [],
   "source": [
    "def text_translation(mytext, source_lang, target_lang):\n",
    "    \"\"\"\n",
    "    Translate a text from one language to another one\n",
    "    Input: text, Source language and target language\n",
    "    Output: translated text\n",
    "    \"\"\"\n",
    "    # Get source language code from its fullname\n",
    "    source_lang = get_language_code(source_lang)\n",
    "    # Get target language code from its fullname\n",
    "    target_lang = get_language_code(target_lang)\n",
    "    \n",
    "    target_lang = [target_lang]\n",
    "    input_text_elements = [InputTextItem(text=mytext)]\n",
    "\n",
    "    try:\n",
    "        # Calling the Azure AI translator API\n",
    "        response = translator_client.translate(\n",
    "            content=input_text_elements,\n",
    "            to=target_lang,\n",
    "            from_parameter=source_lang,\n",
    "        )\n",
    "\n",
    "        # Result\n",
    "        resp = response[0] if response else None\n",
    "        \n",
    "        for translated_text in resp.translations:\n",
    "            result = translated_text.text\n",
    "        return result\n",
    "    \n",
    "    except Exception as e:\n",
    "        print(f\"[Error] Translation error: {e}\")\n",
    "        return None"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cc71ef1a",
   "metadata": {},
   "source": [
    "### Tests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "a4a9e1b9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Bienvenue à cette présentation\n"
     ]
    }
   ],
   "source": [
    "# Quick Test\n",
    "result = text_translation(\"Welcome to this presentation\", \"English\", \"French\")\n",
    "print(result)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "ed6363ec",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Ciao. È il 19 aprile 2024\n"
     ]
    }
   ],
   "source": [
    "# Quick Test\n",
    "result = text_translation(\"Bonjour. Nous sommes le 19 avril 2024\", \"French\", \"Italian\")\n",
    "print(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7c6d905e",
   "metadata": {},
   "source": [
    "### 5. Text to Speech"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f86e0872",
   "metadata": {},
   "source": [
    "> List of Azure neural voices:\n",
    "https://learn.microsoft.com/en-us/azure/ai-services/speech-service/language-support?tabs=tts#prebuilt-neural-voices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "511d4edf",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Some multilingual neural voices\n",
    "neural_voices = [\n",
    "    \"en-US-AndrewMultilingualNeural\",\n",
    "    \"en-US-AvaMultilingualNeural\",\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "7efd1f19",
   "metadata": {},
   "outputs": [],
   "source": [
    "def text_to_speech(text):\n",
    "    \"\"\"\n",
    "    Text to Speech with Azure Speech Services\n",
    "    Input: Text\n",
    "    Output: Audio file\n",
    "    \"\"\"\n",
    "    dt = str(datetime.datetime.now().strftime('%d%b%Y_%H%M%S_%f'))\n",
    "    \n",
    "    # Parameters\n",
    "    output_file = f\"{audio_dir}/translated_audio_{dt}.wav\"\n",
    "    neural_voice = random.choice(neural_voices)  # Will take a random voice from the list\n",
    "    \n",
    "    # Configuration of the neural voice\n",
    "    speech_config = speechsdk.SpeechConfig(subscription=azure_speech_key, region=azure_speech_region)\n",
    "    speech_config.speech_synthesis_voice_name=neural_voice\n",
    "    file_config = speechsdk.audio.AudioOutputConfig(filename=output_file)\n",
    "    \n",
    "    # Speech Synthesizer\n",
    "    speech_synthesizer = speechsdk.SpeechSynthesizer(speech_config=speech_config, audio_config=file_config)\n",
    "    speech_synthesis_result = speech_synthesizer.speak_text_async(text).get()\n",
    "\n",
    "    if speech_synthesis_result.reason == speechsdk.ResultReason.SynthesizingAudioCompleted:\n",
    "        print(\"Done\\n\")\n",
    "        print(\"[Input] {}\".format(text))\n",
    "        print(f\"[Result] File {output_file} is created:\")\n",
    "        !ls $output_file -lh\n",
    "    \n",
    "    elif speech_synthesis_result.reason == speechsdk.ResultReason.Canceled:\n",
    "        cancellation_details = speech_synthesis_result.cancellation_details\n",
    "        print(\"Speech synthesis canceled: {}\".format(cancellation_details.reason))\n",
    "        if cancellation_details.reason == speechsdk.CancellationReason.Error:\n",
    "            if cancellation_details.error_details:\n",
    "                print(\"Error details: {}\".format(cancellation_details.error_details))\n",
    "    \n",
    "    return output_file"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "852647e6",
   "metadata": {},
   "source": [
    "### Tests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "31bfde80",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done\n",
      "\n",
      "[Input] Bonjour. Bienvenue à cette présentation.\n",
      "[Result] File audio/translated_audio_26Apr2024_082639_410227.wav is created:\n",
      "-rwxrwxrwx 1 root root 114K Apr 26 08:26 audio/translated_audio_26Apr2024_082639_410227.wav\r\n"
     ]
    }
   ],
   "source": [
    "# Test 1\n",
    "audiofile = text_to_speech(\"Bonjour. Bienvenue à cette présentation.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "a46339a3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Playing audio file audio/translated_audio_26Apr2024_082639_410227.wav\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
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type=\"audio/x-wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print(f\"Playing audio file {audiofile}\")\n",
    "Audio(audiofile, autoplay=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "31fa0f94",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done\n",
      "\n",
      "[Input] Hello. Good to see you\n",
      "[Result] File audio/translated_audio_26Apr2024_082640_531678.wav is created:\n",
      "-rwxrwxrwx 1 root root 71K Apr 26 08:26 audio/translated_audio_26Apr2024_082640_531678.wav\r\n"
     ]
    }
   ],
   "source": [
    "# Test 2\n",
    "audiofile = text_to_speech(\"Hello. Good to see you\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "4d1dc927",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Playing audio file audio/translated_audio_26Apr2024_082640_531678.wav\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source 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type=\"audio/x-wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print(f\"Playing audio file {audiofile}\")\n",
    "Audio(audiofile, autoplay=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "552ad4f6",
   "metadata": {},
   "source": [
    "## 6. Webapp"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "96baeb07",
   "metadata": {},
   "source": [
    "### Function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "ec75222a",
   "metadata": {},
   "outputs": [],
   "source": [
    "def stt_translation_tts(input_audio_file, source_lang, target_lang):\n",
    "    \"\"\"\n",
    "    Speech to Text and translation using the STT transcript\n",
    "    Inputs: audio file, source language and target language\n",
    "    Outputs: input audio file, transcript, translation and output audio file\n",
    "    \"\"\"\n",
    "    try:\n",
    "        # 1. Speech to text result\n",
    "        transcript = speech_to_text(input_audio_file)\n",
    "    except Exception as e:\n",
    "        print(f\"Speech to Text error: {e}\")\n",
    "        return None, None, None, None\n",
    "\n",
    "    try:\n",
    "        # 2. Translation of the Speech to text result\n",
    "        translation = text_translation(transcript, source_lang, target_lang)\n",
    "    except Exception as e:\n",
    "        print(f\"Text Translation error: {e}\")\n",
    "        return input_audio_file, transcript, None, None\n",
    "\n",
    "    try:\n",
    "        # 3. Text to speech\n",
    "        output_audio_file = text_to_speech(translation)\n",
    "    except Exception as e:\n",
    "        print(f\"Text to Speech error: {e}\")\n",
    "        return input_audio_file, transcript, translation, None\n",
    "\n",
    "    return input_audio_file, transcript, translation, output_audio_file\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "35194455",
   "metadata": {},
   "source": [
    "### Tests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "626a2a52",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done\n",
      "\n",
      "[Input] こんにちは。お元気ですか。\n",
      "[Result] File audio/translated_audio_26Apr2024_082721_375235.wav is created:\n",
      "-rwxrwxrwx 1 root root 90K Apr 26 08:27 audio/translated_audio_26Apr2024_082721_375235.wav\r\n"
     ]
    }
   ],
   "source": [
    "# Quick test\n",
    "input_audio_file, transcript, translation, output_audio_file = stt_translation_tts(\"sample.wav\", \"English\", \"Japanese\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "5a629e89",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Playing audio file audio/translated_audio_26Apr2024_082721_375235.wav\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
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type=\"audio/x-wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print(f\"Playing audio file {output_audio_file}\")\n",
    "Audio(output_audio_file, autoplay=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "0cb0fa61",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done\n",
      "\n",
      "[Input] Ciao. Come stai oggi?\n",
      "[Result] File audio/translated_audio_26Apr2024_082722_898959.wav is created:\n",
      "-rwxrwxrwx 1 root root 77K Apr 26 08:27 audio/translated_audio_26Apr2024_082722_898959.wav\r\n"
     ]
    }
   ],
   "source": [
    "# Quick test\n",
    "input_audio_file, transcript, translation, output_audio_file = stt_translation_tts(\"sample.wav\", \"English\", \"Italian\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "9d324c98",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Playing audio file audio/translated_audio_26Apr2024_082722_898959.wav\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source 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type=\"audio/x-wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print(f\"Playing audio file {output_audio_file}\")\n",
    "Audio(output_audio_file, autoplay=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "364b2208",
   "metadata": {},
   "source": [
    "### Webapp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "e8a8c9da",
   "metadata": {},
   "outputs": [],
   "source": [
    "image_url = \"https://github.com/retkowsky/azure-ai-translator/blob/main/sttranslatelogo.jpg?raw=true\"\n",
    "logo = \"<center> <img src= {} width=200px></center>\".format(image_url)\n",
    "title = \"Vocal translator using Azure AI services\"\n",
    "theme = \"JohnSmith9982/small_and_pretty\"  # https://huggingface.co/spaces/gradio/theme-gallery\n",
    "\n",
    "\n",
    "fulltranslator_webapp = gr.Interface(\n",
    "    # Function to use\n",
    "    stt_translation_tts,\n",
    "    # Webapp inputs\n",
    "    inputs=[\n",
    "        gr.components.Audio(\n",
    "            sources=\"microphone\", \n",
    "            type=\"filepath\",\n",
    "            label=\"1. Record your voice\"\n",
    "        ),\n",
    "        gr.components.Dropdown(\n",
    "            label=\"2. Select the audio source language\",\n",
    "            value=\"French\",\n",
    "            choices=language_full_names\n",
    "        ),\n",
    "        gr.components.Dropdown(\n",
    "            label=\"3. Select the target language\",\n",
    "            value=\"English\",\n",
    "            choices=language_full_names\n",
    "        ),\n",
    "    ],\n",
    "    # Webapp outputs\n",
    "    outputs=[\n",
    "        gr.Audio(label=\"1. Your speech\"),\n",
    "        gr.Text(label=\"2. Your text\",\n",
    "                show_copy_button = True,\n",
    "                show_label = True),\n",
    "        gr.Text(label=\"3. Translated text\",\n",
    "                show_copy_button = True,\n",
    "                show_label = True),\n",
    "        gr.Audio(label=\"4. Translated audio file\"),\n",
    "    ],\n",
    "    # Webapp options\n",
    "    cache_examples=False,\n",
    "    title=title,\n",
    "    description=logo,\n",
    "    theme=theme,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "0f42ce5f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Running on local URL:  http://127.0.0.1:7861\n",
      "Running on public URL: https://e6605d339b916a6e8c.gradio.live\n",
      "\n",
      "This share link expires in 72 hours. For free permanent hosting and GPU upgrades, run `gradio deploy` from Terminal to deploy to Spaces (https://huggingface.co/spaces)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div><iframe src=\"https://e6605d339b916a6e8c.gradio.live\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": []
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done\n",
      "\n",
      "[Input] Hello, welcome to this presentation. It's Friday, April 26.\n",
      "[Result] File audio/translated_audio_26Apr2024_082849_869335.wav is created:\n",
      "-rwxrwxrwx 1 root root 163K Apr 26 08:28 audio/translated_audio_26Apr2024_082849_869335.wav\r\n"
     ]
    }
   ],
   "source": [
    "fulltranslator_webapp.launch(share=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "73df7661",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.10 - SDK v2",
   "language": "python",
   "name": "python310-sdkv2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}