Speaker Diarization on DIHARD-III (dev)
1.07Broadcast DERMK-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 | 1.07 | 3.85 | 2.48 | 1.47 | 3.58 | 1.36 | 13.59 | 20.97 | 1.66 | 3.41 | 3.56 | |
| MK-SGC-SCoverlapped_regions=included, protocol=unsupervised, collar=0.25s2026.01 | 1.64 | 4.64 | 8.2 | 1.88 | 16.29 | 3.23 | 29.77 | 35.07 | 1.66 | 5.51 | 8.22 | |
| SC-pNAmode=unsupervised, overlapped_regions=ignored, collar=0.25s, backbone=ECAPA-TDNN, pretraining=VoxCeleb, segment_length=3s, segment_overlap=1.5s2026.01 | 2.36 | 5.29 | 2.44 | 2.33 | 4.29 | 1.2 | 14.3 | 23.95 | 0.08 | 4.24 | 4.68 | |
| SC-pNAoverlapped_regions=included, protocol=unsupervised, collar=0.25s2026.01 | 2.98 | 6.04 | 8.22 | 2.73 | 16.79 | 3.08 | 30.68 | 37.28 | 0.08 | 6.31 | 9.21 | |
| ASCmode=unsupervised, overlapped_regions=ignored, collar=0.25s, backbone=ECAPA-TDNN, pretraining=VoxCeleb, segment_length=3s, segment_overlap=1.5s2026.01 | 3.54 | 1.91 | 3.9 | 4.39 | 5.81 | 2.28 | 25.66 | 14.79 | 23.33 | 9.6 | 2.59 |