Upload silero-vad ONNX model
Browse files- README.md +49 -0
- model.onnx +3 -0
README.md
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---
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library_name: onnx
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tags:
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- silero
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- voice-activity-detection
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- vad
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- audio
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- onnx
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- inference4j
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license: mit
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pipeline_tag: voice-activity-detection
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---
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# Silero VAD — ONNX
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ONNX export of [Silero VAD](https://github.com/snakers4/silero-vad), a lightweight and fast voice activity detection model. Detects speech segments in audio with high accuracy and low latency.
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Mirrored for use with [inference4j](https://github.com/inference4j/inference4j), an inference-only AI library for Java.
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## Original Source
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- **Repository:** [Silero Team (snakers4)](https://github.com/snakers4/silero-vad)
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- **License:** mit
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## Usage with inference4j
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```java
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try (SileroVAD vad = SileroVAD.fromPretrained("models/silero-vad")) {
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List<VoiceSegment> segments = vad.detect(Path.of("meeting.wav"));
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for (VoiceSegment segment : segments) {
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System.out.printf("Speech: %.2fs - %.2fs%n", segment.start(), segment.end());
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}
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}
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```
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## Model Details
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| Property | Value |
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|----------|-------|
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| Architecture | Silero VAD (lightweight CNN + LSTM) |
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| Task | Voice activity detection |
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| Input | 16kHz mono audio (float32 waveform, 512-sample chunks) |
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| Output | Speech probability per chunk |
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| Model size | ~2 MB |
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| Original source | [snakers4/silero-vad](https://github.com/snakers4/silero-vad) |
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## License
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This model is licensed under the [MIT License](https://opensource.org/licenses/MIT). Original model by [Silero Team](https://github.com/snakers4/silero-vad).
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model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:1a153a22f4509e292a94e67d6f9b85e8deb25b4988682b7e174c65279d8788e3
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size 2327524
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