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Deepfake Audio Detection on ASVspoof LA 2019
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6.8
EER (%)
Physics-Guided Uncertainty-Aware Detection
4.112
22.256
40.4
58.544
Dec 4, 2025
Dec 16, 2025
Dec 28, 2025
Jan 9, 2026
Jan 21, 2026
Feb 2, 2026
Feb 14, 2026
EER (%)
min-tDCF
ROC-AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
EER (%)
min-tDCF
ROC-AUC
Physics-Guided Uncertainty-Aware Detection
Protocol=ASVspoof 2019 LA
2025.12
6.8
0.0187
97.51
AASIST2
Publication=ICASSP 2024
2026.02
15
-
-
LSR+LSA
Publication=ICASSP 2025
2026.02
15
-
-
OC-ACS
Publication=Interspeec...
2026.02
17
-
-
SLIM
Publication=NeurIPS 2024
2026.02
20
-
-
ASP+MLP
Publication=Interspeec...
2026.02
23
-
-
Ours
Publication=Ours
2026.02
23
-
-
FTDKD
Publication=TASLP 2024
2026.02
30
-
-
OCKD
Publication=ICASSP 2024
2026.02
39
-
-
MFA
Publication=ICASSP 2024
2026.02
42
-
-
AttM-LSTM
Publication=Interspeec...
2026.02
65
-
-
MoE
Publication=ICASSP 2025
2026.02
74
-
-
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