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@@ -327,7 +327,7 @@ A: Yes. SNAC codec enables sub-100ms latency with vLLM deployment.
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  **Training Data:** Proprietary curated + Internet-scale pretraining
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  **Audio Quality:** 24 kHz, mono, ~0.98 kbps streaming
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  **Inference:** vLLM compatible, single GPU deployment
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- **Status:** Production-ready (December 2024)
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  ---
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@@ -361,10 +361,10 @@ pip install torch transformers snac soundfile
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  If you use Maya-1-Voice in your research or product, please cite:
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  ```bibtex
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- @misc{maya1voice2024,
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  title={Maya-1-Voice: Open Source Voice AI with Emotional Intelligence},
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  author={Maya Research},
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- year={2024},
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  publisher={Hugging Face},
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  howpublished={\url{https://huggingface.co/maya-research/maya-1-voice}},
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  }
 
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  **Training Data:** Proprietary curated + Internet-scale pretraining
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  **Audio Quality:** 24 kHz, mono, ~0.98 kbps streaming
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  **Inference:** vLLM compatible, single GPU deployment
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+ **Status:** Production-ready (Novermber 2025)
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  ---
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  If you use Maya-1-Voice in your research or product, please cite:
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  ```bibtex
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+ @misc{maya1voice2025,
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  title={Maya-1-Voice: Open Source Voice AI with Emotional Intelligence},
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  author={Maya Research},
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+ year={2025},
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  publisher={Hugging Face},
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  howpublished={\url{https://huggingface.co/maya-research/maya-1-voice}},
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  }