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=======================================================================
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18
README.md
18
README.md
@ -8,6 +8,9 @@
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</div>
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</div>
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## Introduction
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## Introduction
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### OpenVoice V1
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As we detailed in our [paper](https://arxiv.org/abs/2312.01479) and [website](https://research.myshell.ai/open-voice), the advantages of OpenVoice are three-fold:
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As we detailed in our [paper](https://arxiv.org/abs/2312.01479) and [website](https://research.myshell.ai/open-voice), the advantages of OpenVoice are three-fold:
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**1. Accurate Tone Color Cloning.**
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**1. Accurate Tone Color Cloning.**
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||||||
@ -19,6 +22,19 @@ OpenVoice enables granular control over voice styles, such as emotion and accent
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**3. Zero-shot Cross-lingual Voice Cloning.**
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**3. Zero-shot Cross-lingual Voice Cloning.**
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Neither of the language of the generated speech nor the language of the reference speech needs to be presented in the massive-speaker multi-lingual training dataset.
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Neither of the language of the generated speech nor the language of the reference speech needs to be presented in the massive-speaker multi-lingual training dataset.
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### OpenVoice V2
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In April 2024, we released OpenVoice V2, which includes all features in V1 and has:
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**1. Better Audio Quality.**
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OpenVoice V2 adopts a different training strategy that delivers better audio quality.
|
||||||
|
|
||||||
|
**2. Native Multi-lingual Support.**
|
||||||
|
English, Spanish, French, Chinese, Japanese and Korean are natively supported in OpenVoice V2.
|
||||||
|
|
||||||
|
**3. Free Commercial Use.**
|
||||||
|
Starting from April 2024, both V2 and V1 are released under MIT License. Free for commercial use.
|
||||||
|
|
||||||
[Video](https://github.com/myshell-ai/OpenVoice/assets/40556743/3cba936f-82bf-476c-9e52-09f0f417bb2f)
|
[Video](https://github.com/myshell-ai/OpenVoice/assets/40556743/3cba936f-82bf-476c-9e52-09f0f417bb2f)
|
||||||
|
|
||||||
OpenVoice has been powering the instant voice cloning capability of [myshell.ai](https://app.myshell.ai/explore) since May 2023. Until Nov 2023, the voice cloning model has been used tens of millions of times by users worldwide, and witnessed the explosive user growth on the platform.
|
OpenVoice has been powering the instant voice cloning capability of [myshell.ai](https://app.myshell.ai/explore) since May 2023. Until Nov 2023, the voice cloning model has been used tens of millions of times by users worldwide, and witnessed the explosive user growth on the platform.
|
||||||
@ -52,7 +68,7 @@ Join our [Discord community](https://discord.gg/myshell) and select the `Develop
|
|||||||
```
|
```
|
||||||
|
|
||||||
## License
|
## License
|
||||||
This repository is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which prohibits commercial usage. **This will be changed to a license that allows Free Commercial usage in the near future.** Stay tuned. For social responsibility and anti-misuse considerations, **MyShell reserves the ability to detect whether an audio is generated by OpenVoice**, no matter whether the watermark is added or not.
|
OpenVoice V1 and V2 are MIT Licensed. Free for both commercial and research use.
|
||||||
|
|
||||||
## Acknowledgements
|
## Acknowledgements
|
||||||
This implementation is based on several excellent projects, [TTS](https://github.com/coqui-ai/TTS), [VITS](https://github.com/jaywalnut310/vits), and [VITS2](https://github.com/daniilrobnikov/vits2). Thanks for their awesome work!
|
This implementation is based on several excellent projects, [TTS](https://github.com/coqui-ai/TTS), [VITS](https://github.com/jaywalnut310/vits), and [VITS2](https://github.com/daniilrobnikov/vits2). Thanks for their awesome work!
|
||||||
|
@ -93,7 +93,7 @@
|
|||||||
"metadata": {},
|
"metadata": {},
|
||||||
"outputs": [],
|
"outputs": [],
|
||||||
"source": [
|
"source": [
|
||||||
"reference_speaker = 'resources/example_reference.mp3'\n",
|
"reference_speaker = 'resources/example_reference.mp3' # This is the voice you want to clone\n",
|
||||||
"target_se, audio_name = se_extractor.get_se(reference_speaker, tone_color_converter, target_dir='processed', vad=True)"
|
"target_se, audio_name = se_extractor.get_se(reference_speaker, tone_color_converter, target_dir='processed', vad=True)"
|
||||||
]
|
]
|
||||||
},
|
},
|
||||||
@ -233,4 +233,4 @@
|
|||||||
},
|
},
|
||||||
"nbformat": 4,
|
"nbformat": 4,
|
||||||
"nbformat_minor": 5
|
"nbformat_minor": 5
|
||||||
}
|
}
|
||||||
|
@ -110,7 +110,7 @@
|
|||||||
"base_speaker = f\"{output_dir}/openai_source_output.mp3\"\n",
|
"base_speaker = f\"{output_dir}/openai_source_output.mp3\"\n",
|
||||||
"source_se, audio_name = se_extractor.get_se(base_speaker, tone_color_converter, vad=True)\n",
|
"source_se, audio_name = se_extractor.get_se(base_speaker, tone_color_converter, vad=True)\n",
|
||||||
"\n",
|
"\n",
|
||||||
"reference_speaker = 'resources/example_reference.mp3'\n",
|
"reference_speaker = 'resources/example_reference.mp3' # This is the voice you want to clone\n",
|
||||||
"target_se, audio_name = se_extractor.get_se(reference_speaker, tone_color_converter, vad=True)"
|
"target_se, audio_name = se_extractor.get_se(reference_speaker, tone_color_converter, vad=True)"
|
||||||
]
|
]
|
||||||
},
|
},
|
||||||
@ -192,4 +192,4 @@
|
|||||||
},
|
},
|
||||||
"nbformat": 4,
|
"nbformat": 4,
|
||||||
"nbformat_minor": 5
|
"nbformat_minor": 5
|
||||||
}
|
}
|
||||||
|
@ -59,7 +59,7 @@
|
|||||||
"outputs": [],
|
"outputs": [],
|
||||||
"source": [
|
"source": [
|
||||||
"\n",
|
"\n",
|
||||||
"reference_speaker = 'resources/example_reference.mp3'\n",
|
"reference_speaker = 'resources/example_reference.mp3' # This is the voice you want to clone\n",
|
||||||
"target_se, audio_name = se_extractor.get_se(reference_speaker, tone_color_converter, vad=False)"
|
"target_se, audio_name = se_extractor.get_se(reference_speaker, tone_color_converter, vad=False)"
|
||||||
]
|
]
|
||||||
},
|
},
|
||||||
@ -81,6 +81,7 @@
|
|||||||
"from melo.api import TTS\n",
|
"from melo.api import TTS\n",
|
||||||
"\n",
|
"\n",
|
||||||
"texts = {\n",
|
"texts = {\n",
|
||||||
|
" 'EN_NEWEST': \"Did you ever hear a folk tale about a giant turtle?\", # The newest English base speaker model\n",
|
||||||
" 'EN': \"Did you ever hear a folk tale about a giant turtle?\",\n",
|
" 'EN': \"Did you ever hear a folk tale about a giant turtle?\",\n",
|
||||||
" 'ES': \"El resplandor del sol acaricia las olas, pintando el cielo con una paleta deslumbrante.\",\n",
|
" 'ES': \"El resplandor del sol acaricia las olas, pintando el cielo con una paleta deslumbrante.\",\n",
|
||||||
" 'FR': \"La lueur dorée du soleil caresse les vagues, peignant le ciel d'une palette éblouissante.\",\n",
|
" 'FR': \"La lueur dorée du soleil caresse les vagues, peignant le ciel d'une palette éblouissante.\",\n",
|
||||||
@ -105,7 +106,7 @@
|
|||||||
" \n",
|
" \n",
|
||||||
" source_se = torch.load(f'checkpoints_v2/base_speakers/ses/{speaker_key}.pth', map_location=device)\n",
|
" source_se = torch.load(f'checkpoints_v2/base_speakers/ses/{speaker_key}.pth', map_location=device)\n",
|
||||||
" model.tts_to_file(text, speaker_id, src_path, speed=speed)\n",
|
" model.tts_to_file(text, speaker_id, src_path, speed=speed)\n",
|
||||||
" save_path = f'{output_dir}/output_melotts_{speaker_key}.wav'\n",
|
" save_path = f'{output_dir}/output_v2_{speaker_key}.wav'\n",
|
||||||
"\n",
|
"\n",
|
||||||
" # Run the tone color converter\n",
|
" # Run the tone color converter\n",
|
||||||
" encode_message = \"@MyShell\"\n",
|
" encode_message = \"@MyShell\"\n",
|
||||||
@ -134,7 +135,7 @@
|
|||||||
"name": "python",
|
"name": "python",
|
||||||
"nbconvert_exporter": "python",
|
"nbconvert_exporter": "python",
|
||||||
"pygments_lexer": "ipython3",
|
"pygments_lexer": "ipython3",
|
||||||
"version": "3.9.0"
|
"version": "3.9.18"
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"nbformat": 4,
|
"nbformat": 4,
|
||||||
|
@ -5,6 +5,8 @@
|
|||||||
- [Use in MyShell](#use-in-myshell): directly use the Instant Voice Clone and TTS services.
|
- [Use in MyShell](#use-in-myshell): directly use the Instant Voice Clone and TTS services.
|
||||||
- [Minimal Demo](#minimal-demo): quickly try OpenVoice and do not require high quality.
|
- [Minimal Demo](#minimal-demo): quickly try OpenVoice and do not require high quality.
|
||||||
- [Linux Install](#linux-install): for researchers and developers only.
|
- [Linux Install](#linux-install): for researchers and developers only.
|
||||||
|
- [V1](#openvoice-v1)
|
||||||
|
- [V2](#openvoice-v2)
|
||||||
|
|
||||||
## Use in MyShell
|
## Use in MyShell
|
||||||
|
|
||||||
@ -50,7 +52,11 @@ cd OpenVoice
|
|||||||
pip install -e .
|
pip install -e .
|
||||||
```
|
```
|
||||||
|
|
||||||
Download the checkpoint from [here](https://myshell-public-repo-hosting.s3.amazonaws.com/openvoice/checkpoints_1226.zip) and extract it to the `checkpoints` folder
|
No matter if you are using V1 or V2, the above installation is the same.
|
||||||
|
|
||||||
|
### OpenVoice V1
|
||||||
|
|
||||||
|
Download the checkpoint from [here](https://myshell-public-repo-hosting.s3.amazonaws.com/openvoice/checkpoints_1226.zip) and extract it to the `checkpoints` folder.
|
||||||
|
|
||||||
**1. Flexible Voice Style Control.**
|
**1. Flexible Voice Style Control.**
|
||||||
Please see [`demo_part1.ipynb`](../demo_part1.ipynb) for an example usage of how OpenVoice enables flexible style control over the cloned voice.
|
Please see [`demo_part1.ipynb`](../demo_part1.ipynb) for an example usage of how OpenVoice enables flexible style control over the cloned voice.
|
||||||
@ -60,11 +66,18 @@ Please see [`demo_part2.ipynb`](../demo_part2.ipynb) for an example for language
|
|||||||
|
|
||||||
**3. Gradio Demo.**. We provide a minimalist local gradio demo here. We strongly suggest the users to look into `demo_part1.ipynb`, `demo_part2.ipynb` and the [QnA](QA.md) if they run into issues with the gradio demo. Launch a local gradio demo with `python -m openvoice_app --share`.
|
**3. Gradio Demo.**. We provide a minimalist local gradio demo here. We strongly suggest the users to look into `demo_part1.ipynb`, `demo_part2.ipynb` and the [QnA](QA.md) if they run into issues with the gradio demo. Launch a local gradio demo with `python -m openvoice_app --share`.
|
||||||
|
|
||||||
**3. Advanced Usage.**
|
### OpenVoice V2
|
||||||
The base speaker model can be replaced with any model (in any language and style) that the user prefer. Please use the `se_extractor.get_se` function as demonstrated in the demo to extract the tone color embedding for the new base speaker.
|
|
||||||
|
Download the checkpoint from [here](https://myshell-public-repo-hosting.s3.amazonaws.com/openvoice/checkpoints_v2_0417.zip) and extract it to the `checkpoints_v2` folder.
|
||||||
|
|
||||||
|
Install [MeloTTS](https://github.com/myshell-ai/MeloTTS):
|
||||||
|
```
|
||||||
|
pip install git+https://github.com/myshell-ai/MeloTTS.git
|
||||||
|
python -m unidic download
|
||||||
|
```
|
||||||
|
|
||||||
|
**Demo Usage.** Please see [`demo_part3.ipynb`](../demo_part3.ipynb) for example usage of OpenVoice V2. Now it natively supports English, Spanish, French, Chinese, Japanese and Korean.
|
||||||
|
|
||||||
**4. Tips to Generate Natural Speech.**
|
|
||||||
There are many single or multi-speaker TTS methods that can generate natural speech, and are readily available. By simply replacing the base speaker model with the model you prefer, you can push the speech naturalness to a level you desire.
|
|
||||||
|
|
||||||
## Windows Install (VS Code)
|
## Windows Install (VS Code)
|
||||||
|
|
||||||
|
@ -134,12 +134,13 @@ def get_se(audio_path, vc_model, target_dir='processed', vad=True):
|
|||||||
audio_name = f"{os.path.basename(audio_path).rsplit('.', 1)[0]}_{version}_{hash_numpy_array(audio_path)}"
|
audio_name = f"{os.path.basename(audio_path).rsplit('.', 1)[0]}_{version}_{hash_numpy_array(audio_path)}"
|
||||||
se_path = os.path.join(target_dir, audio_name, 'se.pth')
|
se_path = os.path.join(target_dir, audio_name, 'se.pth')
|
||||||
|
|
||||||
if os.path.isfile(se_path):
|
# if os.path.isfile(se_path):
|
||||||
se = torch.load(se_path).to(device)
|
# se = torch.load(se_path).to(device)
|
||||||
return se, audio_name
|
# return se, audio_name
|
||||||
if os.path.isdir(audio_path):
|
# if os.path.isdir(audio_path):
|
||||||
wavs_folder = audio_path
|
# wavs_folder = audio_path
|
||||||
elif vad:
|
|
||||||
|
if vad:
|
||||||
wavs_folder = split_audio_vad(audio_path, target_dir=target_dir, audio_name=audio_name)
|
wavs_folder = split_audio_vad(audio_path, target_dir=target_dir, audio_name=audio_name)
|
||||||
else:
|
else:
|
||||||
wavs_folder = split_audio_whisper(audio_path, target_dir=target_dir, audio_name=audio_name)
|
wavs_folder = split_audio_whisper(audio_path, target_dir=target_dir, audio_name=audio_name)
|
||||||
|
Loading…
Reference in New Issue
Block a user