ASVspoof
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Spoof Speech Detection | ASVspoof LA 2021 (eval) | min-tDCF0.2116 | 36 | |
| Audio Deepfake Detection | ASVspoof DF 2021 | EER1.43 | 35 | |
| Anti-spoofing | ASVspoof LA 2019 (test) | EER1.54 | 32 | |
| Audio Spoofing Detection | ASVspoof Logical Access 2019 (Evaluation) | EER0.83 | 30 | |
| Audio Deepfake Detection | ASVspoof 2021 | EER1.92 | 27 | |
| Audio Deepfake Detection | ASVspoof 2019 | EER0.2 | 25 | |
| Audio Deepfake Detection | ASVspoof LA 2021 | EER0.79 | 23 | |
| Speech deepfake detection | ASVspoof logical access (LA) 2019 (eval) | min-tDCF0.0335 | 21 | |
| Synthetic Speech Detection | ASVspoof DF 2021 (eval) | EER (%)1.88 | 19 | |
| Audio deepfake detection | ASVspoof LA and DF 2021 | EER (DF)1.49 | 17 | |
| Fake Detection | ASVspoof5 (dev) | EER0.648 | 16 | |
| Spoof detection | ASVspoof PA 2019 (eval) | EER (%)0.46 | 15 | |
| Deepfake Audio Detection | ASVspoof LA 2019 | EER (%)6.8 | 12 | |
| Audio Deepfake Detection | ASVspoof LA 2021 | EER0.78 | 12 | |
| Spoofing-Aware Speaker Verification | ASVspoof LA 2019 (eval) | SASV EER0.84 | 11 | |
| Audio Deepfake Detection | ASVspoof LA 2019 | EER9 | 11 | |
| Spoofing-aware speaker verification | ASVspoof 2019 (eval) | EER0.011 | 11 | |
| Automatic Speaker Verification Anti-spoofing | ASVspoof A17 2019 (evaluation) | Min t-DCF0.004 | 11 | |
| Automatic Speaker Verification Anti-spoofing | ASVspoof pooled 2019 (evaluation) | min t-DCF0.0069 | 11 | |
| Audio Spoofing Detection | ASVspoof LA | Accuracy81.99 | 10 | |
| Speaker Verification | ASVspoof 2019 (eval) | EER (Male)2.26 | 10 | |
| Spoofing-Aware Speaker Verification | ASVspoof LA 2019 (dev) | SASV EER0.58 | 9 | |
| Audio Deepfake Detection | ASVspoof 5 | EER4.41 | 9 | |
| Spoofing Attack Detection | ASVspoof LA 2021 | EER0.93 | 9 | |
| Spoofing Attack Detection | ASVspoof DF 2021 | EER1.88 | 8 |
Showing 25 of 46 rows