Document source revision and quantization/export provenance for Silero-VAD-INT8-ONNX
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README.md
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| Upstream ONNX repo | [onnx-community/silero-vad](https://huggingface.co/onnx-community/silero-vad) |
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| Original model | [snakers4/silero-vad](https://github.com/snakers4/silero-vad) (GitHub) |
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| Source revision/hash |
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| Quantization recipe |
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## Files
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## Precision and Packaging
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INT8 quantization
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not documented in this repository. Some accuracy loss relative to FP16/FP32 is expected,
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but Silero VAD is small and INT8 quality is generally acceptable for VAD. No parity
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benchmark is documented here.
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- Requires 16 kHz mono audio input; other sample rates must be resampled.
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- INT8 may reduce detection sensitivity at the margins (very quiet or very short speech).
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- Quantization recipe not documented; reproducibility is not guaranteed.
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- No repository-specific VAD quality benchmark is documented here.
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## License
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| Upstream ONNX repo | [onnx-community/silero-vad](https://huggingface.co/onnx-community/silero-vad) |
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| Original model | [snakers4/silero-vad](https://github.com/snakers4/silero-vad) (GitHub) |
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| Source revision/hash | `e71cae966052b992a7eca6b17738916ce0eca4ec` ([onnx-community/silero-vad](https://huggingface.co/onnx-community/silero-vad)) |
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| Quantization recipe | Pre-quantized INT8 ONNX mirrored from `onnx-community/silero-vad` (`onnx/model_int8.onnx`) |
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## Files
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## Precision and Packaging
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INT8 quantization from the ONNX Community export (mirrored unchanged). Some accuracy loss relative to FP16/FP32 is expected,
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but Silero VAD is small and INT8 quality is generally acceptable for VAD. No parity
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benchmark is documented here.
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- Requires 16 kHz mono audio input; other sample rates must be resampled.
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- INT8 may reduce detection sensitivity at the margins (very quiet or very short speech).
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- No repository-specific VAD quality benchmark is documented here.
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## License
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