| | --- |
| | license: other |
| | license_name: coqui-public-model-license |
| | license_link: https://tts-hub.github.io/cpml |
| | library_name: coqui |
| | pipeline_tag: text-to-speech |
| | base_model: coqui/XTTS-v2 |
| | language: |
| | - multilingual |
| | - en |
| | - es |
| | - fr |
| | - de |
| | - it |
| | - pt |
| | - pl |
| | - tr |
| | - ru |
| | - nl |
| | - cs |
| | - ar |
| | - zh |
| | - hu |
| | - ko |
| | - ja |
| | - hi |
| | widget: |
| | - text: "Once when I was six years old I saw a magnificent picture" |
| | output: |
| | url: samples/en_sample.wav |
| | - text: "Als ich sechs war, sah ich einmal ein wunderbares Bild" |
| | output: |
| | url: samples/de_sample.wav |
| | - text: "Cuando tenía seis años, vi una vez una imagen magnífica" |
| | output: |
| | url: samples/es_sample.wav |
| | - text: "Lorsque j'avais six ans j'ai vu, une fois, une magnifique image" |
| | output: |
| | url: samples/fr_sample.wav |
| | - text: "かつて 六歳のとき、素晴らしい絵を見ました" |
| | output: |
| | url: samples/ja-sample.wav |
| | - text: "Bir zamanlar, altı yaşındayken, muhteşem bir resim gördüm" |
| | output: |
| | url: samples/tr_sample.wav |
| | - text: "当我还只有六岁的时候， 看到了一副精彩的插画" |
| | output: |
| | url: samples/zh-cn-sample.wav |
| | - text: "Quando eu tinha seis anos eu vi, uma vez, uma imagem magnífica" |
| | output: |
| | url: samples/pt_sample.wav |
| | --- |
| | |
| | # XTTS |
| | XTTS 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. |
| |
|
| | Paper: https://arxiv.org/abs/2406.04904 |
| |
|
| | ### 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)**. |
| |
|
| | ### Code |
| | The [code-base](https://github.com/idiap/coqui-ai-TTS) supports inference and [fine-tuning](https://coqui-tts.readthedocs.io/en/latest/models/xtts.html#training). |
| |
|
| | | | | |
| | | ------------------------------- | --------------------------------------- | |
| | | 🐸💬 **CoquiTTS** | [GitHub](https://github.com/idiap/coqui-ai-TTS)| |
| | | 💼 **Documentation** | [ReadTheDocs](https://coqui-tts.readthedocs.io) |
| | | 👩💻 **Questions** | [GitHub Discussions](https://github.com/idiap/coqui-ai-TTS/discussions) | |
| | | 🗯 **Community** | [Discord](https://discord.gg/5eXr5seRrv) | |
| |
|
| |
|
| | ### License |
| | This model is licensed under [Coqui Public Model License](https://tts-hub.github.io/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://web.archive.org/web/20240217095217/https://coqui.ai/blog/tts/cpml). |
| |
|
| | ### Contact |
| | Come and join in our 🐸Community, we're active on [Discord](https://discord.gg/fBC58unbKE). |
| |
|
| | Using 🐸TTS API: |
| |
|
| | ```python |
| | from TTS.api import TTS |
| | tts = TTS("tts_models/multilingual/multi-dataset/xtts_v2").to("cuda") |
| | |
| | # 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", |
| | ) |
| | ``` |
| |
|
