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ASVspoof

Benchmarks

Task NameDataset NameSOTA ResultTrend
Audio Deepfake DetectionASVspoof DF 2021
EER1.43
47
Audio Deepfake DetectionASVspoof LA 2021
EER0.79
41
Audio Deepfake DetectionASVspoof 2021
EER1.92
39
Audio Deepfake DetectionASVspoof 2019
EER0.18
37
Spoof Speech DetectionASVspoof LA 2021 (eval)
min-tDCF0.2116
36
Anti-spoofingASVspoof LA 2019 (test)
EER1.54
32
Audio Deepfake DetectionASVspoof LA 2019
EER0.35
30
Audio Spoofing DetectionASVspoof Logical Access 2019 (Evaluation)
EER0.83
30
Synthetic Speech DetectionASVspoof DF 2021 (eval)
EER (%)1.88
25
Speech deepfake detectionASVspoof logical access (LA) 2019 (eval)
min-tDCF0.0335
21
Deepfake Audio DetectionASVspoof LA 2019
EER (%)0.42
20
Spoofing Attack DetectionASVspoof LA 2021
EER0.93
19
Audio Deepfake DetectionASVspoof PA 2019 (test)
Test EER4.34
18
Audio Deepfake DetectionASVspoof LA 2019 (test)
Test EER (%)0.04
18
Spoofing Attack DetectionASVspoof DF 2021
EER1.88
18
Audio deepfake detectionASVspoof LA and DF 2021
EER (DF)1.49
17
Audio Deepfake DetectionASVspoof 2024
EER7.38
16
Fake DetectionASVspoof5 (dev)
EER0.648
16
Speech Deepfake DetectionASVspoof 5 (evaluation)
EER5.68
15
Spoof detectionASVspoof PA 2019 (eval)
EER (%)0.46
15
Spoofing-Aware Speaker VerificationASVSpoof 5 (evaluation)
Min a-DCF0.0756
12
Audio Deepfake DetectionASVspoof LA 2021
EER0.78
12
Spoofing-Aware Speaker VerificationASVspoof LA 2019 (eval)
SASV EER0.84
11
Spoofing-aware speaker verificationASVspoof 2019 (eval)
EER0.011
11
Automatic Speaker Verification Anti-spoofingASVspoof A17 2019 (evaluation)
Min t-DCF0.004
11
Showing 25 of 67 rows