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Dev Tools · 1h ago

Silero VAD and ONNX Runtime Extract Speech Segments in 14-Second Test

By Meridian48 News Desk · Summarised from DEV Community ·

A developer tested Silero VAD with ONNX Runtime on CPU to extract speech segments from a 14.171-second MP3 conversation. The tool detected multiple segments using 32 ms chunks and a 0.5 speech threshold, saving each as a separate WAV file. The test demonstrates efficient voice activity detection without speaker diarization.

Meridian48 take
The lab shows practical speech segmentation for preprocessing, but real-world use may require tuning thresholds for noisy audio or longer recordings.
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Extracting Speech Segments with Silero VAD and ONNX Runtime →
DEV Community
voice-activity-detectiononnx-runtime
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