Spoofing Attack Detection on ASVspoof LA 2021
0.93EERXLSR-Mamba
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| XLSR-Mambabackbone=XLSR, architecture=DuaBiMamba2024.11 | 0.93 | 0.208 | — | |
| XLSR+Conformeryear=20232024.11 | 0.97 | 0.212 | — | |
| XLSR+AASISTyear=2022, averaging=average of three independent training sessions2024.11 | 1 | 0.212 | — | |
| XLSR+Conformer+TCMyear=20242024.11 | 1.18 | 0.217 | — | |
| XLSR+AASIST2year=20242024.11 | 1.61 | — | — | |
| RawBMambayear=20242024.11 | 3.21 | 0.271 | — | |
| SE-Rawformeryear=20232024.11 | 4.98 | 0.318 | — | |
| WavLM-Large+MFAyear=20242024.11 | 5.08 | — | — | |
| MHFA-IDFETraining case=Case 32026.03 | 5.22 | — | — | |
| RawNet2year=20212024.11 | 5.31 | 0.31 | — | |
| MHFA-IDFETraining case=Case 42026.03 | 5.4 | — | — | |
| MHFA-IVLing-VIBBackbone=XLSR2026.06 | 5.58 | — | 5.97 | |
| MHFA-IVLingBackbone=XLSR2026.06 | 5.87 | — | 5.68 | |
| MHFA-IVSpk-VIB2026.06 | 6.12 | — | — | |
| MHFA-IVSpk-VIB2026.06 | 6.12 | — | — | |
| MHFATraining case=Case 42026.03 | 6.8 | — | — | |
| MHFA-IVSpk2026.06 | 7.15 | — | — | |
| ConformerTraining case=Case 22026.03 | 7.17 | — | — | |
| SInMT2026.06 | 7.35 | — | — | |
| MHFATraining case=Case 32026.03 | 7.57 | — | — | |
| AASISTTraining case=Case 22026.03 | 8.9 | — | — | |
| MHFATraining case=Case 22026.03 | 9.33 | — | — | |
| MHFA-VIB2026.06 | 9.41 | — | — | |
| MHFA-VIBBackbone=XLSR2026.06 | 9.41 | — | 2.14 | |
| Conformer2026.06 | 10.93 | — | — | |
| ConformerBackbone=XLSR2026.06 | 10.93 | — | — | |
| MHFA2026.06 | 11.55 | — | — | |
| MHFABackbone=XLSR2026.06 | 11.55 | — | — | |
| AASIST2026.06 | 11.99 | — | — | |
| AASISTBackbone=XLSR2026.06 | 11.99 | — | — | |
| MHFATraining case=Case 12026.03 | 12.14 | — | — | |
| ConformerTraining case=Case 12026.03 | 12.49 | — | — | |
| T232026.06 | 13.13 | — | — | |
| AASISTTraining case=Case 12026.03 | 13.66 | — | — | |
| T362026.06 | 15.73 | — | — | |
| T272026.06 | 18.7 | — | — | |
| T432026.06 | 25.57 | — | — |