Implement FreeVC (#2451)

* Update .gitignore

* Draft FreeVC implementation

* Tests and relevant updates

* Update API tests

* Add missings

* Update requirements

* :(

* Lazy handle for vc

* Update docs for voice conversion

* Make style
This commit is contained in:
Eren Gölge
2023-03-25 18:33:23 +01:00
committed by GitHub
parent 090cadf270
commit d309f50e53
35 changed files with 4416 additions and 38 deletions
+32 -4
View File
@@ -36,8 +36,8 @@ Run a tts and a vocoder model from the released model list. Note that not every
```bash
tts --text "Text for TTS" \
--model_name "<type>/<language>/<dataset>/<model_name>" \
--vocoder_name "<type>/<language>/<dataset>/<model_name>" \
--model_name "tts_models/<language>/<dataset>/<model_name>" \
--vocoder_name "vocoder_models/<language>/<dataset>/<model_name>" \
--out_path folder/to/save/output.wav
```
@@ -64,8 +64,17 @@ tts --text "Text for TTS" \
Run a multi-speaker TTS model from the released models list.
```bash
tts --model_name "<type>/<language>/<dataset>/<model_name>" --list_speaker_idxs # list the possible speaker IDs.
tts --text "Text for TTS." --out_path output/path/speech.wav --model_name "<language>/<dataset>/<model_name>" --speaker_idx "<speaker_id>"
tts --model_name "tts_models/<language>/<dataset>/<model_name>" --list_speaker_idxs # list the possible speaker IDs.
tts --text "Text for TTS." --out_path output/path/speech.wav --model_name "tts_models/<language>/<dataset>/<model_name>" --speaker_idx "<speaker_id>"
```
Run a released voice conversion model
```bash
tts --model_name "voice_conversion/<language>/<dataset>/<model_name>"
--source_wav "my/source/speaker/audio.wav"
--target_wav "my/target/speaker/audio.wav"
--out_path folder/to/save/output.wav
```
**Note:** You can use ```./TTS/bin/synthesize.py``` if you prefer running ```tts``` from the TTS project folder.
@@ -135,4 +144,23 @@ tts = TTS(model_name="tts_models/multilingual/multi-dataset/your_tts", progress_
tts.tts_to_file("This is voice cloning.", speaker_wav="my/cloning/audio.wav", language="en", file_path="output.wav")
tts.tts_to_file("C'est le clonage de la voix.", speaker_wav="my/cloning/audio.wav", language="fr", file_path="output.wav")
tts.tts_to_file("Isso é clonagem de voz.", speaker_wav="my/cloning/audio.wav", language="pt", file_path="output.wav")
```
Example voice conversion converting speaker of the `source_wav` to the speaker of the `target_wav`
```python
tts = TTS(model_name="voice_conversion_models/multilingual/vctk/freevc24", progress_bar=False, gpu=True)
tts.voice_conversion_to_file(source_wav="my/source.wav", target_wav="my/target.wav", file_path="output.wav")
```
Example voice cloning by a single speaker TTS model combining with the voice conversion model. This way, you can
clone voices by using any model in 🐸TTS.
```python
tts = TTS("tts_models/de/thorsten/tacotron2-DDC")
tts.tts_with_vc_to_file(
"Wie sage ich auf Italienisch, dass ich dich liebe?",
speaker_wav="target/speaker.wav",
file_path="ouptut.wav"
)
```