voicepaw · 34j · Mar 18, 2023 · Mar 18, 2023 · Mar 18, 2023
diff --git a/notebooks/so-vits-svc-fork-4.0.ipynb b/notebooks/so-vits-svc-fork-4.0.ipynb
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-{"cells":[{"cell_type":"markdown","metadata":{"id":"FDGoAN-ll_Il"},"source":["## Before training\n","\n","This program saves the last 3 generations of models to Google Drive. Since 1 generation of models is >1GB, you should have at least 3GB of free space in Google Drive. If you do not have such free space, it is recommended to create another Google Account.\n","\n","Training requires >10GB VRAM. (T4 should be enough) Inference does not require such a lot of VRAM."]},{"cell_type":"markdown","metadata":{"id":"2HOVoJZ7xA7v"},"source":["## Installation"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":919,"status":"ok","timestamp":1679020450327,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"EItSTxc6GxLv","outputId":"58aa2dc5-21a2-4618-beae-eab3a0ce7d5a"},"outputs":[],"source":["#@title Check GPU\n","!nvidia-smi"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":126843,"status":"ok","timestamp":1679020577168,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"ah5zv5MOCvIX","outputId":"e10caaae-4399-4774-ff43-06d29459a101"},"outputs":[{"ename":"","evalue":"","output_type":"error","traceback":["\u001b[1;31m'venv' でセルを実行するには、 ipykernel パッケージが必要です。\n","\u001b[1;31mRun the following command to install 'ipykernel' into the Python environment. \n","\u001b[1;31mCommand: 'c:/Users/m/MyMain/dev/so-vits-svc-fork/venv/Scripts/python.exe -m pip install ipykernel -U --force-reinstall'"]}],"source":["#@title Install dependencies\n","!python -m pip install -U pip wheel\n","%pip install -U ipython \n","\n","#@markdown Branch (for development)\n","BRANCH = \"none\" #@param {\"type\": \"string\"}\n","if BRANCH == \"none\":\n","    %pip install -U so-vits-svc-fork\n","else:\n","    %pip install -U git+https://github.com/34j/so-vits-svc-fork.git@{BRANCH}"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":405045,"status":"ok","timestamp":1679020982207,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"lf1eVKmuZRDW","outputId":"c8d9f10c-54e4-4024-91f9-0ce7d5910d93"},"outputs":[],"source":["#@title Mount Google Drive\n","from google.colab import drive\n","drive.mount('/content/drive')"]},{"cell_type":"markdown","metadata":{"id":"J5ttGhG3xEs3"},"source":["## Training"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":7,"status":"ok","timestamp":1679020982207,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"nnmmJvbDd5cn","outputId":"ca65956d-f7b1-431b-c615-a9f6eda7de7d"},"outputs":[],"source":["#@title Make dataset directory\n","%cd ./content"]},{"cell_type":"code","execution_count":null,"metadata":{"executionInfo":{"elapsed":257,"status":"ok","timestamp":1679022032794,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"9fM3Qj98DdR3"},"outputs":[],"source":["!mkdir -p \"dataset_raw/44k\""]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":10,"status":"ok","timestamp":1679020982692,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"s_YSBfkgbpsg","outputId":"7047b5e0-3c45-4304-ef80-fd51b11c1c05"},"outputs":[],"source":["#!rm -r \"dataset_raw/44k\"\n","#!rm -r \"dataset/44k\""]},{"cell_type":"code","execution_count":null,"metadata":{"executionInfo":{"elapsed":4761,"status":"ok","timestamp":1679022039601,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"Nfe6avQYZRDX"},"outputs":[],"source":["#@title Copy your dataset\n","DATASET_NAME = \"kiritan\" #@param {type: \"string\"}\n","!cp -R /content/drive/MyDrive/so-vits-svc-fork/dataset/{DATASET_NAME}/ -t \"dataset_raw/44k/\""]},{"cell_type":"code","execution_count":null,"metadata":{"executionInfo":{"elapsed":305,"status":"ok","timestamp":1679022049038,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"BIwjRthoDD7d"},"outputs":[],"source":["#@title Download dataset (Tsukuyomi-chan JVS)\n","#@markdown Make sure you agree to the license when using this dataset.\n","# !wget https://tyc.rei-yumesaki.net/files/sozai-tyc-corpus1.zip\n","# !unzip sozai-tyc-corpus1.zip\n","# !mv \"/content/つくよみちゃんコーパス Vol.1 声優統計コーパス（JVSコーパス準拠）/おまけ：WAV（+12dB増幅＆高音域削減）/WAV（+12dB増幅＆高音域削減）\" \"dataset_raw/44k/tsukuyomi\""]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":51465,"status":"ok","timestamp":1679022101694,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"VdNMJ8M4FYr7","outputId":"880c6760-9881-40e5-fa04-78d2e7434540"},"outputs":[],"source":["#@title Automatic preprocessing\n","!svc pre-resample"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":1989,"status":"ok","timestamp":1679022163420,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"teJtVQ9XdQpO","outputId":"83a83997-7001-4dc1-fece-c1f1bb921c7e"},"outputs":[],"source":["!svc pre-config"]},{"cell_type":"code","execution_count":null,"metadata":{"executionInfo":{"elapsed":309,"status":"ok","timestamp":1679022165164,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"_jSyc0JE9o9S"},"outputs":[],"source":["#@title Copy configs file\n","!cp configs/44k/config.json drive/MyDrive/so-vits-svc-fork"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":80360,"status":"ok","timestamp":1679022247666,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"k7tSGI1Qeeeu","outputId":"93d04add-cff9-4a13-ff9d-444c76a33da8"},"outputs":[],"source":["!svc pre-hubert"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":32852,"status":"ok","timestamp":1679027583345,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"zV5KVp76FfHU","outputId":"aec67a90-be9c-4bbb-d612-39fb4c786d9d"},"outputs":[],"source":["#@title Train\n","#!svc train\n","!svc train --model-path drive/MyDrive/so-vits-svc-fork/logs/44k"]},{"cell_type":"markdown","metadata":{"id":"hNppB3pdxHPI"},"source":["## Inference"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":1044,"status":"ok","timestamp":1679027672910,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"NJi_GF4UGWNU","outputId":"debfd307-2a09-488a-9ff2-10b70ce4883c"},"outputs":[],"source":["#@title Get the author's voice as a source\n","!wget \"https://github.com/34j/34j/raw/main/jvs-parallel100/99.wav\""]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":16588,"status":"ok","timestamp":1679027945708,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"_hacpmo7oKeQ","outputId":"b888e2b1-eb94-43b4-89a9-b38b6bc5f828"},"outputs":[],"source":["#@title Use trained model\n","#!svc infer 100.wav --speaker kiritan -m logs/44k/G_1600.pth\n","!svc infer 99.wav -t 16 --speaker kiritan -m drive/MyDrive/so-vits-svc-fork/logs/44k/G_4000.pth -c drive/MyDrive/so-vits-svc-fork/logs/44k/config.json"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"9CKxQXdyn5zg"},"outputs":[],"source":["#@title Use pretrained model\n","!wget -O \"https://huggingface.co/therealvul/so-vits-svc-4.0/resolve/main/Pinkie%20(speaking%20sep)/G_166400.pth\"\n","!wget -O \"https://huggingface.co/therealvul/so-vits-svc-4.0/resolve/main/Pinkie%20(speaking%20sep)/config.json\""]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":1727,"status":"ok","timestamp":1679021000057,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"Rajxfht4-pjB","outputId":"51efd477-699b-43c0-ec7f-d9bdc5efb534"},"outputs":[],"source":["\n","!svc infer 100.wav --speaker \"Pinkie {neutral}\" -m G_166400.pth -c config.json"]}],"metadata":{"accelerator":"GPU","colab":{"provenance":[{"file_id":"https://github.com/34j/so-vits-svc-fork/blob/feat%2Fmain-feat/so-vits-svc-fork-4.0.ipynb","timestamp":1678970434570}]},"gpuClass":"standard","kernelspec":{"display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.10"}},"nbformat":4,"nbformat_minor":0}
+{"cells":[{"cell_type":"markdown","metadata":{"id":"FDGoAN-ll_Il"},"source":["## Before training\n","\n","This program saves the last 3 generations of models to Google Drive. Since 1 generation of models is >1GB, you should have at least 3GB of free space in Google Drive. If you do not have such free space, it is recommended to create another Google Account.\n","\n","Training requires >10GB VRAM. (T4 should be enough) Inference does not require such a lot of VRAM."]},{"cell_type":"markdown","metadata":{"id":"2HOVoJZ7xA7v"},"source":["## Installation"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":919,"status":"ok","timestamp":1679020450327,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"EItSTxc6GxLv","outputId":"58aa2dc5-21a2-4618-beae-eab3a0ce7d5a"},"outputs":[],"source":["#@title Check GPU\n","!nvidia-smi"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":126843,"status":"ok","timestamp":1679020577168,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"ah5zv5MOCvIX","outputId":"e10caaae-4399-4774-ff43-06d29459a101"},"outputs":[],"source":["#@title Install dependencies\n","!python -m pip install -U pip wheel\n","%pip install -U ipython \n","\n","#@markdown Branch (for development)\n","BRANCH = \"none\" #@param {\"type\": \"string\"}\n","if BRANCH == \"none\":\n","    %pip install -U so-vits-svc-fork\n","else:\n","    %pip install -U git+https://github.com/34j/so-vits-svc-fork.git@{BRANCH}"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":405045,"status":"ok","timestamp":1679020982207,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"lf1eVKmuZRDW","outputId":"c8d9f10c-54e4-4024-91f9-0ce7d5910d93"},"outputs":[],"source":["#@title Mount Google Drive\n","from google.colab import drive\n","drive.mount('/content/drive')"]},{"cell_type":"markdown","metadata":{"id":"J5ttGhG3xEs3"},"source":["## Training"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":7,"status":"ok","timestamp":1679020982207,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"nnmmJvbDd5cn","outputId":"ca65956d-f7b1-431b-c615-a9f6eda7de7d"},"outputs":[],"source":["#@title Make dataset directory\n","%cd ./content"]},{"cell_type":"code","execution_count":null,"metadata":{"executionInfo":{"elapsed":257,"status":"ok","timestamp":1679022032794,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"9fM3Qj98DdR3"},"outputs":[],"source":["!mkdir -p \"dataset_raw/44k\""]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":10,"status":"ok","timestamp":1679020982692,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"s_YSBfkgbpsg","outputId":"7047b5e0-3c45-4304-ef80-fd51b11c1c05"},"outputs":[],"source":["#!rm -r \"dataset_raw/44k\"\n","#!rm -r \"dataset/44k\""]},{"cell_type":"code","execution_count":null,"metadata":{"executionInfo":{"elapsed":4761,"status":"ok","timestamp":1679022039601,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"Nfe6avQYZRDX"},"outputs":[],"source":["#@title Copy your dataset\n","DATASET_NAME = \"kiritan\" #@param {type: \"string\"}\n","!cp -R /content/drive/MyDrive/so-vits-svc-fork/dataset/{DATASET_NAME}/ -t \"dataset_raw/44k/\""]},{"cell_type":"code","execution_count":null,"metadata":{"executionInfo":{"elapsed":305,"status":"ok","timestamp":1679022049038,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"BIwjRthoDD7d"},"outputs":[],"source":["#@title Download dataset (Tsukuyomi-chan JVS)\n","#@markdown Make sure you agree to the license when using this dataset.\n","# !wget https://tyc.rei-yumesaki.net/files/sozai-tyc-corpus1.zip\n","# !unzip sozai-tyc-corpus1.zip\n","# !mv \"/content/つくよみちゃんコーパス Vol.1 声優統計コーパス（JVSコーパス準拠）/おまけ：WAV（+12dB増幅＆高音域削減）/WAV（+12dB増幅＆高音域削減）\" \"dataset_raw/44k/tsukuyomi\""]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":51465,"status":"ok","timestamp":1679022101694,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"VdNMJ8M4FYr7","outputId":"880c6760-9881-40e5-fa04-78d2e7434540"},"outputs":[],"source":["#@title Automatic preprocessing\n","!svc pre-resample"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":1989,"status":"ok","timestamp":1679022163420,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"teJtVQ9XdQpO","outputId":"83a83997-7001-4dc1-fece-c1f1bb921c7e"},"outputs":[],"source":["!svc pre-config"]},{"cell_type":"code","execution_count":null,"metadata":{"executionInfo":{"elapsed":309,"status":"ok","timestamp":1679022165164,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"_jSyc0JE9o9S"},"outputs":[],"source":["#@title Copy configs file\n","!cp configs/44k/config.json drive/MyDrive/so-vits-svc-fork"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":80360,"status":"ok","timestamp":1679022247666,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"k7tSGI1Qeeeu","outputId":"93d04add-cff9-4a13-ff9d-444c76a33da8"},"outputs":[],"source":["!svc pre-hubert"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":32852,"status":"ok","timestamp":1679027583345,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"zV5KVp76FfHU","outputId":"aec67a90-be9c-4bbb-d612-39fb4c786d9d"},"outputs":[],"source":["#@title Train\n","!svc train --model-path drive/MyDrive/so-vits-svc-fork/logs/44k"]},{"cell_type":"markdown","metadata":{"id":"hNppB3pdxHPI"},"source":["## Inference"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":1044,"status":"ok","timestamp":1679027672910,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"NJi_GF4UGWNU","outputId":"debfd307-2a09-488a-9ff2-10b70ce4883c"},"outputs":[],"source":["#@title Get the author's voice as a source\n","!wget \"https://github.com/34j/34j/raw/main/jvs-parallel100/100.wav\""]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":16588,"status":"ok","timestamp":1679027945708,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"_hacpmo7oKeQ","outputId":"b888e2b1-eb94-43b4-89a9-b38b6bc5f828"},"outputs":[],"source":["#@title Use trained model\n","!svc infer 100.wav -m drive/MyDrive/so-vits-svc-fork/logs/44k/ -c drive/MyDrive/so-vits-svc-fork/logs/44k/config.json"]},{"attachments":{},"cell_type":"markdown","metadata":{},"source":["### Pretrained models"]},{"cell_type":"code","execution_count":null,"metadata":{},"outputs":[],"source":["#@title\n","!wget -O \"https://huggingface.co/TachibanaKimika/so-vits-svc-4.0-models/resolve/main/hibiki/G_hibiki_100.pth\"\n","!wget -O \"https://huggingface.co/TachibanaKimika/so-vits-svc-4.0-models/resolve/main/hibiki/config.json\""]},{"cell_type":"code","execution_count":null,"metadata":{},"outputs":[],"source":["!svc infer 100.wav -m G_hibiki_100.pth -c config.json"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"9CKxQXdyn5zg"},"outputs":[],"source":["#@title Pinkie\n","!wget -O \"https://huggingface.co/therealvul/so-vits-svc-4.0/resolve/main/Pinkie%20(speaking%20sep)/G_166400.pth\"\n","!wget -O \"https://huggingface.co/therealvul/so-vits-svc-4.0/resolve/main/Pinkie%20(speaking%20sep)/config.json\""]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":1727,"status":"ok","timestamp":1679021000057,"user":{"displayName":"ああ","userId":"12005009733164811990"},"user_tz":-540},"id":"Rajxfht4-pjB","outputId":"51efd477-699b-43c0-ec7f-d9bdc5efb534"},"outputs":[],"source":["\n","!svc infer 100.wav --speaker \"Pinkie {neutral}\" -m G_166400.pth -c config.json"]}],"metadata":{"accelerator":"GPU","colab":{"provenance":[{"file_id":"https://github.com/34j/so-vits-svc-fork/blob/feat%2Fmain-feat/so-vits-svc-fork-4.0.ipynb","timestamp":1678970434570}]},"gpuClass":"standard","kernelspec":{"display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.10"}},"nbformat":4,"nbformat_minor":0}