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4. Overlap-Aware Diarization: Resegmentation Using Neural End-To-End Overlapped Speech Detection

Overlap-Aware Diarization: Resegmentation Using Neural End-To-End Overlapped Speech Detection

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IEEE ICASSP 2020 Virtual Conference May 2020

We address the problem of effectively handling overlapping speech in a diarization system. First, we detail a neural Long Short-Term Memory-based architecture for overlap detection. Secondly, detected overlap regions are exploited in conjunction with a fr

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Overlap-Aware Diarization: Resegmentation Using Neural End-To-End Overlapped Speech Detection

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We address the problem of effectively handling overlapping speech in a diarization system. First, we detail a neural Long Short-Term Memory-based architecture for overlap detection. Secondly, detected overlap regions are exploited in conjunction with a fr