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ResearchFormerly WizWand

Speaker Verification on VoxCeleb2 (Vox-H test)

2.239EERE.-H. AM-Softmax
2.058963.274234.48955.70477Nov 22, 2022Jun 3, 2023Dec 14, 2023Jun 25, 2024Jan 4, 2025Jul 17, 2025Jan 27, 2026
Updated 6mo ago

Evaluation results

MethodLinks
E.-H. AM-SoftmaxMargin=true, Scale=true2026.012.2390.139
Real AM-SoftmaxMargin=true, Scale=true2026.012.2580.137
HAM-SoftmaxMargin=true, Scale=true2026.012.2680.143
AAM-SoftmaxMargin=true, Scale=true2026.012.6620.163
OR-Gatenoise_ratio (η)=5%2022.112.71—
AM-SoftmaxMargin=true, Scale=true2026.012.7320.168
OR-Gatenoise_ratio (η)=10%2022.112.77—
OR-Gatenoise_ratio (η)=30%2022.112.87—
H-SoftmaxMargin=false, Scale=true2026.012.8890.18
Baselinenoise_ratio (η)=0%2022.112.89—
OR-Gatenoise_ratio (η)=0%2022.112.93—
OR-Gatenoise_ratio (η)=20%2022.112.96—
LNCL+Sub-AM + Cosinenoise_ratio (η)=0%, scoring_method=Cosine2022.113.02—
LNCL+Sub-AM + NL-PLDAnoise_ratio (η)=0%, scoring_method=NL-PLDA2022.113.02—
LNCL+Sub-AM + PLDAnoise_ratio (η)=0%, scoring_method=PLDA2022.113.03—
LNCL+Sub-AM + Cosinenoise_ratio (η)=5%, scoring_method=Cosine2022.113.05—
LNCL+Sub-AM + Cosinenoise_ratio (η)=10%, scoring_method=Cosine2022.113.06—
LNCL+Sub-AM + NL-PLDAnoise_ratio (η)=5%, scoring_method=NL-PLDA2022.113.07—
LNCL+Sub-AM + PLDAnoise_ratio (η)=5%, scoring_method=PLDA2022.113.1—
LNCL+Sub-AM + NL-PLDAnoise_ratio (η)=10%, scoring_method=NL-PLDA2022.113.1—
Baselinenoise_ratio (η)=5%2022.113.11—
OR-Gatenoise_ratio (η)=50%2022.113.11—
LNCL+Sub-AM + PLDAnoise_ratio (η)=10%, scoring_method=PLDA2022.113.15—
LNCL+Sub-AM + NL-PLDAnoise_ratio (η)=20%, scoring_method=NL-PLDA2022.113.2—
Baselinenoise_ratio (η)=10%2022.113.25—
LNCL+Sub-AM + Cosinenoise_ratio (η)=20%, scoring_method=Cosine2022.113.26—
LNCL+Sub-AM + Cosinenoise_ratio (η)=30%, scoring_method=Cosine2022.113.26—
LNCL+Sub-AM + NL-PLDAnoise_ratio (η)=30%, scoring_method=NL-PLDA2022.113.33—
LNCL+Sub-AM + PLDAnoise_ratio (η)=20%, scoring_method=PLDA2022.113.57—
LNCL+Sub-AM + NL-PLDAnoise_ratio (η)=50%, scoring_method=NL-PLDA2022.113.58—
Baselinenoise_ratio (η)=20%2022.113.64—
LNCL+Sub-AM + PLDAnoise_ratio (η)=30%, scoring_method=PLDA2022.113.76—
LNCL+Sub-AM + Cosinenoise_ratio (η)=50%, scoring_method=Cosine2022.113.77—
SoftmaxMargin=false, Scale=false2026.014.3210.255
Baselinenoise_ratio (η)=30%2022.114.42—
LNCL+Sub-AM + PLDAnoise_ratio (η)=50%, scoring_method=PLDA2022.114.76—
SoftmaxMargin=false, Scale=true2026.016.0820.353
Baselinenoise_ratio (η)=50%2022.116.74—