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ResearchFormerly WizWand

Spoofing-Robust Speaker Verification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

ASVspoof 2019 (test)

Gender-dependent (GD) CM

0.269Normalized ASV-constrained min t-DCF

3

Feb 26, 2026

ASVspoof LA (females) 2019 (eval)

Gender-dependent (GD) CM

0.293Min norm t-DCF

3

Feb 26, 2026

ASVspoof LA (females) 2019 (dev)

Gender-dependent (GD) CM

0Min norm t-DCF

3

Feb 26, 2026

ASVspoof LA (Males) 2019 (eval)

Gender-dependent (GD) CM

0.219Min norm t-DCF

3

Feb 26, 2026

ASVspoof LA (Males) 2019 (dev)

Gender-independent (GI) CM

0.001Min norm t-DCF

3

Feb 26, 2026