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From my understanding currently embeddings are calculated on the whole batch, even all zero channels, this code addresses that to increase performance of the embedding extraction.

Only extract speaker embeddings from relevant audio parts.
@protonicage protonicage changed the title Update speaker_diarization.py and only calculate embeddings on parts of the batch feat: increase performance - only calculate embeddings on tensor channels which are not zero Sep 10, 2025
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