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How i got a 2,118-parameter VAD to almost beat Silero

This story is from 2026-09-04. It is preserved in the archive; the latest stories are on the live feed.

2,118 parameters. 2.1 KB of INT8 weights. 44k MACs per inference. a tiny 200 ms causal VAD designed for edge deployment. and on a fresh AVA-Speech subset, it does not beat Silero on accuracy. that is the honest result. This is PulseVAD, a strictly causal voice activity detector that runs on a Corte…

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  1. 2026-09-04 05:03 · DEV Community — Machine Learning
    How i got a 2,118-parameter VAD to almost beat Silero

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