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Trackdub Silero Vad Int8

INT8-quantized ONNX export of Silero VAD, an open-weight voice activity detection model. The immediate upstream source is onnx-community/silero-vad; the original model is from the Silero team (snakers4/silero-vad on...

Quellehuggingface.co/tonythethompson/Silero-VAD-INT8-ONNX/tree/73bd276d3ce230867f08f928edfb4c8d8aa06254
ArtOtherBasismodellonnx-community/silero-vadVersionRevision 73bd276Verleger@tonythethompsonCBewertung

Modellquelle

Art
Other
Dateigröße
624 KB
Basismodell
onnx-community/silero-vad
Version
vRevision 73bd276
Aktualisiert
22. Okt. 2026
Verleger
@tonythethompson
Downloads
0
Quelle
Hugging Face

Quellenbeschreibung

Silero VAD — INT8 ONNX

INT8-quantized ONNX export of Silero VAD, an open-weight voice activity detection model. The immediate upstream source is onnx-community/silero-vad; the original model is from the Silero team (snakers4/silero-vad on GitHub). This is not a newly trained model.

Source

FieldValue
Upstream modelonnx-community/silero-vad
Upstream source revisione71cae966052b992a7eca6b17738916ce0eca4ec
Export tool/scriptMirrored from onnx-community (no re-export)
Quantization recipePre-quantized INT8 ONNX mirrored from onnx/model_int8.onnx
Original modelsnakers4/silero-vad (GitHub)

Files

FileSizeDescription
onnx/model_int8.onnx~624 KBINT8 ONNX model

Intended Use

Voice activity detection for local inference via ONNX Runtime. The INT8 variant is the CPU/low-resource build: smaller and faster on CPU than the FP16 variant. The FP16 variant is in tonythethompson/silero-vad-fp16-onnx. Silero VAD is language-agnostic and works across a wide range of languages.

Runtime Notes

  • Designed for ONNX Runtime compatible runtimes.
  • Expected input: 16 kHz mono audio (Silero VAD requirement).
  • INT8 is broadly compatible across CPU hardware (x86-64, ARM). Validate on the target execution provider before production use.

Precision and Packaging

Export tooling, precision, and quantization are recorded in the Source table above. This packaging mirror does not publish independent parity benchmarks; validate on your target execution provider before production use.

Limitations

  • Requires 16 kHz mono audio input; other sample rates must be resampled.
  • INT8 may reduce detection sensitivity at the margins (very quiet or very short speech).
  • No repository-specific VAD quality benchmark is documented here.

License

MIT — inherited from onnx-community/silero-vad and the original Silero VAD model. This packaging repo adds no new license terms.

Quellen

1 Quelle
Hugging FacePrimärVersion 73bd276d3ce230867f08f928edfb4c8d8aa06254
huggingface.co/tonythethompson/Silero-VAD-INT8-ONNX/tree/73bd276d3ce230867f08f928edfb4c8d8aa06254

Verifiziert 22. Okt.

Modellartefakte

1 Artefakt

onnx/model_int8.onnx

onnx · 624 KB · SHA-256 90b026c95f05…2776 · Hugging Face

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Quellenauszüge

3 Auszüge
Readme11. Julihuggingface.co/tonythethompson/Silero-VAD-INT8-ONNX

--- license: mit base_model: onnx-community/silero-vad base_model_relation: quantized pipeline_tag: voice-activity-detection library_name: onnxruntime language: - multilingual tags: - onnx - onnxruntime - silero-vad - vad - voice-activity-detection - int8 - quantized - audio --- # Silero VAD — INT8 ONNX INT8-quantized ONNX export of Silero VAD, an open-weight voice activity detection model. The immediate upstream source is [onnx-community/silero-vad](https://huggingface.co/onnx-community/silero-vad); the original model is from the Silero team (snakers4/silero-vad on GitHub). This is not a newly trained model. ## Source | Field | Value | |---|---| | Upstream model | [onnx-community/silero-vad](https://huggingface.co/onnx-community/silero-vad) | | Upstream source revision | `e71cae966052b992a7eca6b17738916ce0eca4ec` | | Export tool/script | Mirrored from onnx-community (no re-export) | | Quantization recipe | Pre-quantized INT8 ONNX mirrored from `onnx/model_int8.onnx` | | Original model | [snakers4/silero-vad](https://github.com/snakers4/silero-vad) (GitHub) | ## Files | File | Size | Description | |---|---|---| | `onnx/model_int8.onnx` | ~624 KB | INT8 ONNX model | ## Intended Use Voice activity detection for local inference via ONNX Runtime. The INT8 variant is the CPU/low-resource build: smaller and faster on CPU than the FP16 variant. The FP16 variant is in [`tonythethompson/silero-vad-fp16-onnx`](https://huggingface.co/tonythethompson/silero-vad-fp16-onnx). Silero VAD is language-agnostic and works across a wide range of languages. ## Runtime Notes - Designed for ONNX Runtime compatible runtimes. - Expected input: 16 kHz mono audio (Silero VAD requirement). - INT8 is broadly compatible across CPU hardware (x86-64, ARM). Validate on the target execution provider before production use. ## Precision and Packaging Export tooling, precision, and quantization are recorded in the **Source** table above. This packaging mirror does not publish independent parity benchmarks; validate on your target execution provider before production use. ## Limitations - Requires 16 kHz mono audio input; other sample rates must be resampled. - INT8 may reduce detection sensitivity at the margins (very quiet or very short speech). - No repository-specific VAD quality benchmark is documented here. ## License [MIT](https://ch...

Note11. Julihuggingface.co/tonythethompson/Silero-VAD-INT8-ONNX

Source context: 0 downloads · 0 likes · Pipeline voice-activity-detection · Library onnxruntime · Repo tonythethompson/Silero-VAD-INT8-ONNX

Note15. Junihuggingface.co/api/models/tonythethompson/trackdub-silero-vad-int8

Source context: 0 downloads · 0 likes · Pipeline voice-activity-detection · Library onnxruntime · Repo tonythethompson/trackdub-silero-vad-int8