List your company

Speaker Verification on VoxCeleb1 Black-box FAKEBOB

2.4ASR Error RateAcademiCodec
-0.56819.46639.559.534Jul 1, 2026

Evaluation results

MethodLinks
AcademiCodecRTF=0.0172026.072.4
PnP-Diff-2RTF=0.0142026.072.4
Noise-0.02RTF=0.0062026.072.53
AudioPureRTF=0.0502026.072.87
PnP-GaussianRTF=0.0142026.073.07
PnP-Diff + AudioPureRTF=0.0912026.073.07
Noise-0.01RTF=0.0062026.073.13
AudioPure-SSNIRTF=1.0852026.073.2
DACRTF=0.0172026.073.33
PnP-DiffRTF=0.0142026.073.4
Noise-0.005RTF=0.0062026.074.07
PnP-Diff + DiffWavePnPRTF=0.0172026.074.27
SpeechTokenizerRTF=0.0182026.075.67
DAPRTF=0.0722026.076.4
No defender2026.0776.6