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ResearchFormerly WizWand

Speech Spoofing Detection on In-the-Wild (eval)

1.42EERXLSR+Nes2Net-LA
1.05843.49925.948.3808Dec 8, 2025Jan 7, 2026Feb 6, 2026Mar 8, 2026Apr 7, 2026May 7, 2026Jun 7, 2026
Updated 4mo ago

Evaluation results

MethodLinks
XLSR+Nes2Net-LATraining data=Data Collection 2, Aug.=N/A2025.121.42
XLSR+Nes2NetTraining data=Data Collection 2, Aug.=N/A2025.121.69
XLSR+LRCTraining data=Data Collection 1, Aug.=SP2025.121.7
XLSR+LRCTraining data=Data Collection 1, Aug.=SP & RB+C2025.121.9
XLSR+AASISTTraining data=Data Collection 2, Aug.=N/A2025.122.09
MHFA-IVSpk-VIB2026.062.31
MHFA-IVSpk2026.062.37
XLSR+LRCTraining data=ASVspoof 2019, Aug.=N/A2025.123.4
SInMT2026.063.58
MHFA-VIB2026.063.95
MHFA2026.064.3
XLSR+Nes2NetTraining data=ASVspoof 2019, Aug.=RB2025.125.52
Conformer2026.065.68
XLSR-Transformer + FGFMModule=FGFM2026.026.31
XLSR-Transformer2026.026.59
XLSR-Conformer + FGFMModule=FGFM2026.026.64
XLSR-Mamba2026.026.71
XLSR+MambaTraining data=ASVspoof 2019 LA, Aug.=RB2025.126.71
AASIST2026.067.03
XLSR-SLS2026.027.46
XLSR+SLSTraining data=ASVspoof 2019 LA, Aug.=RB2025.127.46
XLSR-Conformer+TCMReproduction Status=reproduced2026.027.79
XLSR-ConformerReproduction Status=reproduced2026.028.42
XLSR-MoE2026.029.17
XLSR-AASIST2026.0210.46
XLSR+AASISTTraining data=ASVspoof 2019 LA, Aug.=RB2025.1210.46