<div align="center">
  <div>&nbsp;</div>
  <img src="resources/openvoicelogo.jpg" width="400"/> 

[Paper](https://arxiv.org/abs/2312.01479) |
[Website](https://research.myshell.ai/open-voice) 

</div>

## Introduction
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:

**1. Accurate Tone Color Cloning.**
OpenVoice can accurately clone the reference tone color and generate speech in multiple languages and accents.

**2. Flexible Voice Style Control.**
OpenVoice enables granular control over voice styles, such as emotion and accent, as well as other style parameters including rhythm, pauses, and intonation. 

**3. Zero-shot Cross-lingual Voice Cloning.**
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.

[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.

## Main Contributors

- [Zengyi Qin](https://www.qinzy.tech) at MIT and MyShell
- [Wenliang Zhao](https://wl-zhao.github.io) at Tsinghua University
- [Xumin Yu](https://yuxumin.github.io) at Tsinghua University
- [Ethan Sun](https://twitter.com/ethan_myshell) at MyShell

## How to Use
Please see [usage](docs/USAGE.md) for detailed instructions.

## Common Issues

Please see [QA](docs/QA.md) for common questions and answers. We will regularly update the question and answer list.

## Join Our Community

Join our [Discord community](https://discord.gg/myshell) and select the `Developer` role upon joining to gain exclusive access to our developer-only channel! Don't miss out on valuable discussions and collaboration opportunities.

## Citation
```
@article{qin2023openvoice,
  title={OpenVoice: Versatile Instant Voice Cloning},
  author={Qin, Zengyi and Zhao, Wenliang and Yu, Xumin and Sun, Xin},
  journal={arXiv preprint arXiv:2312.01479},
  year={2023}
}
```

## 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.

## 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!