Author

Nikita Torgashov

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#machine learning Preprint Oct 2026

FASTDIAR: Frame-level speaker encoder for Streaming Diarization

Real-time conversational agents require speaker diarization that streams and runs on a CPU. Most systems apply an utterance-level speaker encoder to short, heavily overlapping chunks, which wastes computation and leaves the model optimized for the wrong task. We instead turn a state-of-the-art speaker recognition archi...

Nikita Torgashov, Okan Kopuklu · 0 citations