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# VI-Speaker | ||
Speaker embedding for VI-SVC and VI-SVS, alse for VITS; Use this to replace the ID to implement voice clone. | ||
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# code from mozill_tts and Coqpit/TTS | ||
https://github.com/mozilla/TTS/tree/master/TTS/speaker_encoder | ||
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pip install coqpit | ||
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# download model,or get it at **release** | ||
https://github.com/mozilla/TTS/wiki/Released-Models | ||
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Speaker-Encoder by @mueller91 LibriTTS + VCTK + VoxCeleb + CommonVoice | ||
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# please read the config | ||
https://drive.google.com/drive/folders/15oeBYf6Qn1edONkVLXe82MzdIi3O_9m3 | ||
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# use | ||
python vi_speaker_single.py ./saved_models/best_model.pth.tar ./saved_models/config.json -s TEST.wav -t TEST.npy | ||
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# batch use | ||
python vi_speaker_batch.py ./saved_models/best_model.pth.tar ./saved_models/config.json ./data/waves ./speaker_embedding | ||
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data/ | ||
└── waves | ||
├── spk1 | ||
│ ├── 000002.wav | ||
│ ├── 000006.wav | ||
│ └── 000038.wav | ||
└── spk2 | ||
├── 000040.wav | ||
├── 000044.wav | ||
└── 000077.wav | ||
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speaker_embedding/ | ||
├── spk1 | ||
│ ├── 000002.npy | ||
│ ├── 000006.npy | ||
│ └── 000038.npy | ||
└── spk2 | ||
├── 000040.npy | ||
├── 000044.npy | ||
└── 000077.npy | ||
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# compute speaker center | ||
input path = speaker_embedding, output path = speaker_embedding_center | ||
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python vi_speaker_center.py | ||
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speaker_embedding_center/ | ||
├── spk1.npy | ||
└── spk2.npy | ||
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# for VI-SVC | ||
mv speaker_embedding_center data/spkid | ||
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data/ | ||
├── waves | ||
│ ├── 10001 | ||
│ ├── 20400 | ||
│ │ ├── 20400_001.wav | ||
│ │ ├── 20456_019.wav | ||
│ │ | ||
├── phone | ||
│ ├── 10001 | ||
│ ├── 20400 | ||
│ │ ├── 20400_001.npy | ||
│ │ ├── 20456_019.npy | ||
│ │ | ||
├── lable | ||
│ ├── 10001 | ||
│ ├── 20400 | ||
│ │ ├── 20400_001.npy | ||
│ │ ├── 20456_019.npy | ||
│ │ | ||
├── spkid | ||
│ ├── 10001.npy | ||
│ ├── 20400.npy | ||
│ │ | ||
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