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ResearchFormerly WizWand

AI-generated audio detection on SONICS

99.3F1 ScoreCLAM
50.9463.49576.0588.605Nov 29, 2025Jan 1, 2026Feb 3, 2026Mar 8, 2026Apr 10, 2026May 13, 2026Jun 15, 2026
Updated 4mo ago

Evaluation results

MethodLinks
CLAMloss=Triplet Loss2025.1199.3
CLAM2026.0699.3
CLAMloss=No Alignment Loss2025.1198.7
Sofia-VAGFusion=MoE2026.0697.4
SpecTTTra-αduration=120 sec2025.1197.2
Sofia-VAGFusion=concat2026.0697.2
SpecTTTra-α2026.0697
ConvNeXt2026.0696
Sofia-G2Feature=MuQ+MERT2026.0695.1
EfficientViT2026.0695
Sofia-G1Feature=MERT2026.0693.9
SpecTTTra-β2026.0692
ViT2026.0689
Sofia-G1Feature=MuQ2026.0688.4
SpecTTTra-γ2026.0688
Sofia-V1Feature=Wav2Vec22026.0683.2
RawNet22026.0661.5
Sofia-V1Feature=RawNet22026.0656.5
Sofia-A1Feature=FxPP2026.0652.8