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---
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---
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license: mit
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license: mit
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language:
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language:
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- ar
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- da
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- de
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- el
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- en
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- en
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- es
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- fi
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- fr
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- he
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- hi
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- it
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- ja
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- ko
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- ms
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- nl
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- no
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- pl
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- pt
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- ru
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- sv
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- sw
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- tr
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- zh
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pipeline_tag: text-to-speech
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tags:
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tags:
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- text-to-speech
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- text-to-speech
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- speech generation
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- speech
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- speech-generation
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- voice-cloning
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- voice-cloning
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pipeline_tag: text-to-speech
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- multilingual-tts
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library_name: chatterbox
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library_name: chatterbox
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---
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---
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<img width="100" alt="resemble-logo-horizontal" src="https://github.com/user-attachments/assets/35cf756b-3506-4943-9c72-c05ddfa4e525" />
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<img width="100" alt="resemble-logo-horizontal" src="https://github.com/user-attachments/assets/35cf756b-3506-4943-9c72-c05ddfa4e525" />
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</div>
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</div>
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**09/04 🔥 Introducing Chatterbox Multilingual in 23 Languages!**
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We're excited to introduce Chatterbox, [Resemble AI's](https://resemble.ai) first production-grade open source TTS model. Licensed under MIT, Chatterbox has been benchmarked against leading closed-source systems like ElevenLabs, and is consistently preferred in side-by-side evaluations.
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We're excited to introduce **Chatterbox** and **Chatterbox Multilingual**, [Resemble AI's](https://resemble.ai) production-grade open source TTS models. Chatterbox Multilingual supports **Arabic, Danish, German, Greek, English, Spanish, Finnish, French, Hebrew, Hindi, Italian, Japanese, Korean, Malay, Dutch, Norwegian, Polish, Portuguese, Russian, Swedish, Swahili, Turkish, Chinese** out of the box. Licensed under MIT, Chatterbox has been benchmarked against leading closed-source systems like ElevenLabs, and is consistently preferred in side-by-side evaluations.
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Whether you're working on memes, videos, games, or AI agents, Chatterbox brings your content to life. It's also the first open source TTS model to support **emotion exaggeration control**, a powerful feature that makes your voices stand out. Try it now on our [Hugging Face Gradio app.](https://huggingface.co/spaces/ResembleAI/Chatterbox)
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Whether you're working on memes, videos, games, or AI agents, Chatterbox brings your content to life. It's also the first open source TTS model to support **emotion exaggeration control**, a powerful feature that makes your voices stand out. Try it now on our [Hugging Face Gradio app.](https://huggingface.co/spaces/ResembleAI/Chatterbox)
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If you like the model but need to scale or tune it for higher accuracy, check out our competitively priced TTS service (<a href="https://resemble.ai">link</a>). It delivers reliable performance with ultra-low latency of sub 200ms—ideal for production use in agents, applications, or interactive media.
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If you like the model but need to scale or tune it for higher accuracy, check out our competitively priced TTS service (<a href="https://resemble.ai">link</a>). It delivers reliable performance with ultra-low latency of sub 200ms—ideal for production use in agents, applications, or interactive media.
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# Key Details
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# Key Details
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- SoTA zeroshot TTS
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- Multilingual, zero-shot TTS supporting 23 languages
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- SoTA zeroshot English TTS
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- 0.5B Llama backbone
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- 0.5B Llama backbone
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- Unique exaggeration/intensity control
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- Unique exaggeration/intensity control
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- Ultra-stable with alignment-informed inference
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- Ultra-stable with alignment-informed inference
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- Try lower `cfg` values (e.g. `~0.3`) and increase `exaggeration` to around `0.7` or higher.
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- Try lower `cfg` values (e.g. `~0.3`) and increase `exaggeration` to around `0.7` or higher.
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- Higher `exaggeration` tends to speed up speech; reducing `cfg` helps compensate with slower, more deliberate pacing.
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- Higher `exaggeration` tends to speed up speech; reducing `cfg` helps compensate with slower, more deliberate pacing.
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***Note:*** Ensure that the reference clip matches the specified language tag. Otherwise, language transfer outputs may inherit the accent of the reference clip’s language.
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***To mitigate this, set the CFG weight to 0.***
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# Installation
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# Installation
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```
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```
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wav = model.generate(text, audio_prompt_path=AUDIO_PROMPT_PATH)
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wav = model.generate(text, audio_prompt_path=AUDIO_PROMPT_PATH)
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ta.save("test-2.wav", wav, model.sr)
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ta.save("test-2.wav", wav, model.sr)
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```
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```
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# Multilingual Quickstart
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```python
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import torchaudio as ta
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from chatterbox.mtl_tts import ChatterboxMultilingualTTS
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multilingual_model = ChatterboxMultilingualTTS.from_pretrained(device="cuda")
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french_text = "Bonjour, comment ça va? Ceci est le modèle de synthèse vocale multilingue Chatterbox, il prend en charge 23 langues."
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wav_french = multilingual_model.generate(french_text, language_id="fr")
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ta.save("test-french.wav", wav_french, model.sr)
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chinese_text = "你好,今天天气真不错,希望你有一个愉快的周末。"
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wav_chinese = multilingual_model.generate(chinese_text, language_id="zh")
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ta.save("test-chinese.wav", wav_chinese, model.sr)
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```
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See `example_tts.py` for more examples.
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See `example_tts.py` for more examples.
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# Acknowledgements
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# Acknowledgements
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- [Cosyvoice](https://github.com/FunAudioLLM/CosyVoice)
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- [Cosyvoice](https://github.com/FunAudioLLM/CosyVoice)
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- [HiFT-GAN](https://github.com/yl4579/HiFTNet)
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- [HiFT-GAN](https://github.com/yl4579/HiFTNet)
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