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ResearchFormerly WizWand

Audio Deepfake Detection on SONAR (EER)

0.91EERMoLEX
-0.898411.308323.51535.7217Feb 5, 2026Feb 9, 2026Feb 14, 2026Feb 19, 2026Feb 24, 2026Mar 1, 2026Mar 6, 2026
Updated 7mo ago

Evaluation results

MethodLinks
MoLEXTraining Protocol=Protocol 2 (multi-dataset)2026.030.91
W2V2-AASISTTraining Protocol=Protocol 2 (multi-dataset)2026.031.07
W2V2-TCMTraining Protocol=Protocol 2 (multi-dataset)2026.031.83
DF-Arena 500MTraining Protocol=Protocol 2 (multi-dataset)2026.031.9
mHuBERT-FinalTraining Protocol=Protocol 2 (multi-dataset)2026.032.15
ResembleAI-2BTraining Protocol=Protocol 2 (multi-dataset)2026.032.98
mHuBERT-Iter2Training Protocol=Protocol 2 (multi-dataset)2026.033.44
DF-Arena 100M-V1Training Protocol=Protocol 2 (multi-dataset)2026.034.48
WavLM-BaseTraining Protocol=Protocol 2 (multi-dataset)2026.036.61
WavLM-Base+Training Protocol=Protocol 2 (multi-dataset)2026.038.59
HuBERT-BaseTraining Protocol=Protocol 2 (multi-dataset)2026.038.89
mHuBERT-Iter1Training Protocol=Protocol 2 (multi-dataset)2026.039.09
XLSR+MambaParams (M)=3192026.0224.26
XLSR+SLSParams (M)=3402026.0224.72
XLSR+Conformer+TCMParams (M)=3192026.0226.57
XLSR+BiCrossMambaParams (M)=318.212026.0227.36
HyperPotterParams (M)=317.872026.0227.71
Wav2Vec2+AASIST(Baseline)Params (M)=317.842026.0232.02
Wav2Vec2+AASISTParams (M)=317.842026.0246.12