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%.
PixIT: Joint training of speaker diarization and speech separation from real-world multi-speaker recordings,
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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%.