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license: other | |
license_name: coqui-public-model-license | |
license_link: https://coqui.ai/cpml | |
library_name: coqui | |
pipeline_tag: text-to-speech | |
widget: | |
- text: "Once when I was six years old I saw a magnificent picture" | |
# ⓍTTS | |
ⓍTTS is a Voice generation model that lets you clone voices into different languages by using just a quick 6-second audio clip. There is no need for an excessive amount of training data that spans countless hours. | |
This is the same or similar model to what powers [Coqui Studio](https://coqui.ai/) and [Coqui API](https://docs.coqui.ai/docs). | |
### Features | |
- Supports 17 languages. | |
- Voice cloning with just a 6-second audio clip. | |
- Emotion and style transfer by cloning. | |
- Cross-language voice cloning. | |
- Multi-lingual speech generation. | |
- 24khz sampling rate. | |
### Updates over XTTS-v1 | |
- 2 new languages; Hungarian and Korean | |
- Architectural improvements for speaker conditioning. | |
- Enables the use of multiple speaker references and interpolation between speakers. | |
- Stability improvements. | |
- Better prosody and audio quality across the board. | |
### Languages | |
XTTS-v2 supports 17 languages: **English (en), Spanish (es), French (fr), German (de), Italian (it), Portuguese (pt), | |
Polish (pl), Turkish (tr), Russian (ru), Dutch (nl), Czech (cs), Arabic (ar), Chinese (zh-cn), Japanese (ja), Hungarian (hu), Korean (ko) | |
Hindi (hi)**. | |
Stay tuned as we continue to add support for more languages. If you have any language requests, feel free to reach out! | |
### Code | |
The [code-base](https://github.com/coqui-ai/TTS) supports inference and [fine-tuning](https://tts.readthedocs.io/en/latest/models/xtts.html#training). | |
### Demo Spaces | |
- [XTTS Space](https://huggingface.co/spaces/coqui/xtts) : You can see how model performs on supported languages, and try with your own reference or microphone input | |
- [XTTS Voice Chat with Mistral or Zephyr](https://huggingface.co/spaces/coqui/voice-chat-with-mistral) : You can experience streaming voice chat with Mistral 7B Instruct or Zephyr 7B Beta | |
| | | | |
| ------------------------------- | --------------------------------------- | | |
| 🐸💬 **CoquiTTS** | [coqui/TTS on Github](https://github.com/coqui-ai/TTS)| | |
| 💼 **Documentation** | [ReadTheDocs](https://tts.readthedocs.io/en/latest/) | |
| 👩💻 **Questions** | [GitHub Discussions](https://github.com/coqui-ai/TTS/discussions) | | |
| 🗯 **Community** | [Discord](https://discord.gg/5eXr5seRrv) | | |
### License | |
This model is licensed under [Coqui Public Model License](https://coqui.ai/cpml). There's a lot that goes into a license for generative models, and you can read more of [the origin story of CPML here](https://coqui.ai/blog/tts/cpml). | |
### Contact | |
Come and join in our 🐸Community. We're active on [Discord](https://discord.gg/fBC58unbKE) and [Twitter](https://twitter.com/coqui_ai). | |
You can also mail us at [email protected]. | |
Using 🐸TTS API: | |
```python | |
from TTS.api import TTS | |
tts = TTS("tts_models/multilingual/multi-dataset/xtts_v2", gpu=True) | |
# generate speech by cloning a voice using default settings | |
tts.tts_to_file(text="It took me quite a long time to develop a voice, and now that I have it I'm not going to be silent.", | |
file_path="output.wav", | |
speaker_wav="/path/to/target/speaker.wav", | |
language="en") | |
``` | |
Using 🐸TTS Command line: | |
```console | |
tts --model_name tts_models/multilingual/multi-dataset/xtts_v2 \ | |
--text "Bugün okula gitmek istemiyorum." \ | |
--speaker_wav /path/to/target/speaker.wav \ | |
--language_idx tr \ | |
--use_cuda true | |
``` | |
Using the model directly: | |
```python | |
from TTS.tts.configs.xtts_config import XttsConfig | |
from TTS.tts.models.xtts import Xtts | |
config = XttsConfig() | |
config.load_json("/path/to/xtts/config.json") | |
model = Xtts.init_from_config(config) | |
model.load_checkpoint(config, checkpoint_dir="/path/to/xtts/", eval=True) | |
model.cuda() | |
outputs = model.synthesize( | |
"It took me quite a long time to develop a voice and now that I have it I am not going to be silent.", | |
config, | |
speaker_wav="/data/TTS-public/_refclips/3.wav", | |
gpt_cond_len=3, | |
language="en", | |
) | |
``` | |