A single multi-speaker encoder jointly optimizes diarization, separation, and ASR, outperforming single-task baselines on LibriMix with diarization error rates of 1.37% and 2.29%.
Tandem multitask training of speaker diarisation and speech recognition for meeting transcription
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Unifying Diarization, Separation, and ASR with Multi-Speaker Encoder
A single multi-speaker encoder jointly optimizes diarization, separation, and ASR, outperforming single-task baselines on LibriMix with diarization error rates of 1.37% and 2.29%.