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ResearchFormerly WizWand

Speaker Verification on CNCeleb (eval)

7.1099EERChebyAAM
6.8436968.64057310.4374512.234327Jan 19, 2026Jan 20, 2026Jan 21, 2026Jan 23, 2026Jan 24, 2026Jan 25, 2026Jan 27, 2026
Updated 8mo ago

Evaluation results

MethodLinks
ChebyAAMObjective=ChebyAAM, Backbone=ECAPA-TDNN2026.017.10990.4048
AM-SoftmaxObjective=AM-Softmax, Backbone=ECAPA-TDNN2026.017.66410.4489
AAM-SoftmaxObjective=AAM-Softmax, Backbone=ECAPA-TDNN2026.018.01810.4526
A-SoftmaxObjective=A-Softmax, Backbone=ECAPA-TDNN2026.018.35260.5054
HAM-SoftmaxMargin=true, Scale=true2026.019.4980.413
H-SoftmaxMargin=false, Scale=true2026.019.5920.432
E.-H. AM-SoftmaxMargin=true, Scale=true2026.019.7780.42
Real AM-SoftmaxMargin=true, Scale=true2026.0110.1380.418
AAM-SoftmaxMargin=true, Scale=true2026.0110.8480.434
AM-SoftmaxMargin=true, Scale=true2026.0110.8650.436
SoftmaxMargin=false, Scale=false2026.0111.6760.489
SoftmaxMargin=false, Scale=true2026.0113.7650.561