DiaPer: End-to-End Neural Diarization with Perceiver-Based Attractors

Benchmark Model Rank Results
speaker-diarization-on-dihard-ii-full-eval-system-sadDiaPer 20-attractor + compound FT 5min#2DER: 29.1
speaker-diarization-on-callhome-part2-diarizationDiaPer 10-attractor + CALLHOME FT#3DER: 13.6
speaker-diarization-on-ami-ihm-diarization-testDiaPer 20-attractor + compound FT 5min#4DER: 23.9
speaker-diarization-on-callhome-part2-two-speakerDiaPer 10-attractor + CALLHOME 2-speaker FT#4DER: 7.51
speaker-diarization-on-magicdata-ramc-diarization-testDiaPer 20-attractor + compound and RAMC FT#4DER: 15.7
speaker-diarization-on-dihard-iii-full-eval-system-sadDiaPer 20-attractor + compound FT 5min#5DER: 21.1