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<div align="center">
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<h1>Fish Speech</h1>
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**English** | [简体中文](docs/README.zh.md) | [Portuguese](docs/README.pt-BR.md) | [日本語](docs/README.ja.md) | [한국어](docs/README.ko.md) <br>
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<a href="https://www.producthunt.com/posts/fish-speech-1-4?embed=true&utm_source=badge-featured&utm_medium=badge&utm_souce=badge-fish-speech-1-4" target="_blank">
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<img src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=488440&theme=light" alt="Fish Speech 1.4 - Open-Source Multilingual Text-to-Speech with Voice Cloning | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" />
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</a>
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<a href="https://trendshift.io/repositories/7014" target="_blank">
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<img src="https://trendshift.io/api/badge/repositories/7014" alt="fishaudio%2Ffish-speech | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/>
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</a>
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<br>
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</div>
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<br>
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<div align="center">
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<img src="https://count.getloli.com/get/@fish-speech?theme=asoul" /><br>
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</div>
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<br>
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<div align="center">
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<a target="_blank" href="https://discord.gg/Es5qTB9BcN">
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<img alt="Discord" src="https://img.shields.io/discord/1214047546020728892?color=%23738ADB&label=Discord&logo=discord&logoColor=white&style=flat-square"/>
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</a>
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<a target="_blank" href="https://hub.docker.com/r/fishaudio/fish-speech">
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<img alt="Docker" src="https://img.shields.io/docker/pulls/fishaudio/fish-speech?style=flat-square&logo=docker"/>
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</a>
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<a target="_blank" href="https://huggingface.co/spaces/fishaudio/fish-speech-1">
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<img alt="Huggingface" src="https://img.shields.io/badge/🤗%20-space%20demo-yellow"/>
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</a>
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</div>
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This codebase and all models are released under CC-BY-NC-SA-4.0 License. Please refer to [LICENSE](LICENSE) for more details.
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---
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## Fish Agent
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We are very excited to annoce that we have made our self-research agent demo open source, you can now try our agent demo online at [demo](https://fish.audio/demo/live) for instant English chat and English and Chinese chat locally by following the [docs](https://speech.fish.audio/start_agent/).
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You should mention that the content is released under a **CC BY-NC-SA 4.0 licence**. And the demo is an early alpha test version, the inference speed needs to be optimised, and there are a lot of bugs waiting to be fixed. If you've found a bug or want to fix it, we'd be very happy to receive an issue or a pull request.
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## Features
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### Fish Speech
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1. **Zero-shot & Few-shot TTS:** Input a 10 to 30-second vocal sample to generate high-quality TTS output. **For detailed guidelines, see [Voice Cloning Best Practices](https://docs.fish.audio/text-to-speech/voice-clone-best-practices).**
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2. **Multilingual & Cross-lingual Support:** Simply copy and paste multilingual text into the input box—no need to worry about the language. Currently supports English, Japanese, Korean, Chinese, French, German, Arabic, and Spanish.
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3. **No Phoneme Dependency:** The model has strong generalization capabilities and does not rely on phonemes for TTS. It can handle text in any language script.
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4. **Highly Accurate:** Achieves a low CER (Character Error Rate) and WER (Word Error Rate) of around 2% for 5-minute English texts.
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5. **Fast:** With fish-tech acceleration, the real-time factor is approximately 1:5 on an Nvidia RTX 4060 laptop and 1:15 on an Nvidia RTX 4090.
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6. **WebUI Inference:** Features an easy-to-use, Gradio-based web UI compatible with Chrome, Firefox, Edge, and other browsers.
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7. **GUI Inference:** Offers a PyQt6 graphical interface that works seamlessly with the API server. Supports Linux, Windows, and macOS. [See GUI](https://github.com/AnyaCoder/fish-speech-gui).
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8. **Deploy-Friendly:** Easily set up an inference server with native support for Linux, Windows and MacOS, minimizing speed loss.
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### Fish Agent
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1. **Completely End to End:** Automatically integrates ASR and TTS parts, no need to plug-in other models, i.e., true end-to-end, not three-stage (ASR+LLM+TTS).
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2. **Timbre Control:** Can use reference audio to control the speech timbre.
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3. **Emotional:** The model can generate speech with strong emotion.
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## Disclaimer
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We do not hold any responsibility for any illegal usage of the codebase. Please refer to your local laws about DMCA and other related laws.
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## Online Demo
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[Fish Audio](https://fish.audio)
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[Fish Agent](https://fish.audio/demo/live)
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## Quick Start for Local Inference
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[inference.ipynb](/inference.ipynb)
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## Videos
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#### V1.4 Demo Video: [Youtube](https://www.youtube.com/watch?v=Ghc8cJdQyKQ)
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## Documents
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- [English](https://speech.fish.audio/)
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- [中文](https://speech.fish.audio/zh/)
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- [日本語](https://speech.fish.audio/ja/)
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- [Portuguese (Brazil)](https://speech.fish.audio/pt/)
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## Samples (2024/10/02 V1.4)
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- [English](https://speech.fish.audio/samples/)
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- [中文](https://speech.fish.audio/zh/samples/)
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- [日本語](https://speech.fish.audio/ja/samples/)
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- [Portuguese (Brazil)](https://speech.fish.audio/pt/samples/)
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## Credits
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- [VITS2 (daniilrobnikov)](https://github.com/daniilrobnikov/vits2)
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- [Bert-VITS2](https://github.com/fishaudio/Bert-VITS2)
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- [GPT VITS](https://github.com/innnky/gpt-vits)
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- [MQTTS](https://github.com/b04901014/MQTTS)
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- [GPT Fast](https://github.com/pytorch-labs/gpt-fast)
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- [GPT-SoVITS](https://github.com/RVC-Boss/GPT-SoVITS)
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## Sponsor
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<div>
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<a href="https://6block.com/">
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<img src="https://avatars.githubusercontent.com/u/60573493" width="100" height="100" alt="6Block Avatar"/>
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</a>
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<br>
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<a href="https://6block.com/">Data Processing sponsor by 6Block</a>
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</div>
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<div>
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<a href="https://www.lepton.ai/">
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<img src="https://www.lepton.ai/favicons/apple-touch-icon.png" width="100" height="100" alt="Lepton Avatar"/>
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</a>
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<br>
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<a href="https://www.lepton.ai/">Fish Audio is served on Lepton.AI</a>
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</div>
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