rendchevi/nix-tts
🐤 Nix-TTS: Lightweight and End-to-end Text-to-Speech via Module-wise Distillation
Module-wise knowledge distillation compresses a large non-autoregressive end-to-end teacher model into a 5.23M-parameter student achieving 11.9× real-time speedup on CPU and 8.36× on Raspberry Pi while maintaining voice quality. The vocoder-free architecture enables independent distillation of encoder and decoder components, allowing flexible optimization for resource-constrained deployment. Pretrained models are available in ONNX format alongside a Hugging Face demo and Python inference API.
261 stars.
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Language
Python
License
MIT
Category
Last pushed
Nov 15, 2025
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