Speaker Diarization on DIHARD III (Eval)
1.95DER (Broadcast)MK-SGC-SC
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MK-SGC-SCmode=unsupervised, overlapped_regions=ignored, collar=0.25s, backbone=ECAPA-TDNN, pretraining=VoxCeleb, segment_length=3s, segment_overlap=1.5s2026.01 | 1.95 | 1.99 | 2.07 | 0.76 | 9.35 | 1.01 | 21.13 | 22.81 | 0.31 | 2.61 | 2.41 | |
| MK-SGC-SCoverlapped_regions=included, protocol=unsupervised, collar=0.25s2026.01 | 2.7 | 2.79 | 6.62 | 0.94 | 19.09 | 2 | 31.51 | 35.04 | 0.31 | 3.35 | 3.86 | |
| ASCmode=unsupervised, overlapped_regions=ignored, collar=0.25s, backbone=ECAPA-TDNN, pretraining=VoxCeleb, segment_length=3s, segment_overlap=1.5s2026.01 | 2.92 | 1.94 | 2.8 | 7.34 | 8.86 | 3.16 | 27.83 | 18.69 | 26.62 | 9.78 | 8.93 | |
| SC-pNAmode=unsupervised, overlapped_regions=ignored, collar=0.25s, backbone=ECAPA-TDNN, pretraining=VoxCeleb, segment_length=3s, segment_overlap=1.5s2026.01 | 4.07 | 6.36 | 2.08 | 0.74 | 11.65 | 0.99 | 22.83 | 24.88 | 0.09 | 2.58 | 2.35 | |
| SC-pNAoverlapped_regions=included, protocol=unsupervised, collar=0.25s2026.01 | 4.77 | 7.15 | 6.63 | 0.92 | 21.26 | 1.97 | 33.06 | 38.81 | 0.09 | 3.31 | 3.79 |