| Paper | Code | 21LA EER | 21DF EER | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection | ✓ Link | 0.93 | 1.88 | XLSR-Mamba | 2024-11-15 |
| Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation | ✓ Link | 1.0 | 3.69 | XLSR+AASIST | 2022-02-24 |
| Audio Deepfake Detection with Self-Supervised XLS-R and SLS Classifier | ✓ Link | 2.86 | 1.96 | XLSR+SLS | 2024-10-28 |
| Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection | ✓ Link | 2.99 | 2.14 | TCM-Add | 2024-06-25 |
| Bts-e: Audio deepfake detection using breathing-talking-silence encoder | ✓ Link | 8.75 | / | BTS-E | 2023-05-05 |
| End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection | ✓ Link | 10.25 | 23.26 | RawGAT-ST | 2021-07-27 |
| AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks | ✓ Link | 11.46 | 21.07 | AASIST | 2021-10-04 |
| End-to-end anti-spoofing with RawNet2 | ✓ Link | 40.07 | 40.06 | RawNet-2 | 2020-11-02 |