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# Finetuning
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> [!IMPORTANT]
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> Finetuning is still **very experimental** and not well tested yet!
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More instructions coming soon.
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VibeVoice finetuning works wonders - both for adaptipng VibeVoice to new languages and for better voice cloning of a single voice.
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Join the [Discord](https://discord.gg/ZDEYTTRxWG) for support. Also take a look at [voicepowered-ai/VibeVoice-finetuning](https://github.com/voicepowered-ai/VibeVoice-finetuning).
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## Notes
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* Members of the community have observed that for fine-tuning VibeVoice on a single voice, it is often beneficial to set `voice_prompt_drop_rate` to `1.0` and avoid use of voice cloning/reference audio all together during inference. This can lead to more natural speech generation. **If you are training on a single speaker I highly recommend you try this.**
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## Example Script
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Example script:
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```bash
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