Speaker Verification on CNCeleb (eval)
7.1099EERChebyAAM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ChebyAAMObjective=ChebyAAM, Backbone=ECAPA-TDNN2026.01 | 7.1099 | 0.4048 | |
| AM-SoftmaxObjective=AM-Softmax, Backbone=ECAPA-TDNN2026.01 | 7.6641 | 0.4489 | |
| AAM-SoftmaxObjective=AAM-Softmax, Backbone=ECAPA-TDNN2026.01 | 8.0181 | 0.4526 | |
| A-SoftmaxObjective=A-Softmax, Backbone=ECAPA-TDNN2026.01 | 8.3526 | 0.5054 | |
| HAM-SoftmaxMargin=true, Scale=true2026.01 | 9.498 | 0.413 | |
| H-SoftmaxMargin=false, Scale=true2026.01 | 9.592 | 0.432 | |
| E.-H. AM-SoftmaxMargin=true, Scale=true2026.01 | 9.778 | 0.42 | |
| Real AM-SoftmaxMargin=true, Scale=true2026.01 | 10.138 | 0.418 | |
| AAM-SoftmaxMargin=true, Scale=true2026.01 | 10.848 | 0.434 | |
| AM-SoftmaxMargin=true, Scale=true2026.01 | 10.865 | 0.436 | |
| SoftmaxMargin=false, Scale=false2026.01 | 11.676 | 0.489 | |
| SoftmaxMargin=false, Scale=true2026.01 | 13.765 | 0.561 |