Speech Deepfake Detection on ASVspoof logical access (LA) 2019 (eval)
0.0335min-tDCFRawGAT-ST (mul)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RawGAT-ST (mul)front-end=Raw-audio2021.07 | 0.0335 | 1.06 | |
| Res-TSSDNetfront-end=Raw-audio2021.07 | 0.0481 | 1.64 | |
| MCG-Res2Net50+CEfront-end=CQT2021.07 | 0.052 | 1.78 | |
| ResNet18-LMCL-FMfront-end=LFB2021.07 | 0.052 | 1.81 | |
| LCNN-LSTM-sumfront-end=LFCC2021.07 | 0.0524 | 1.92 | |
| Capsule networkfront-end=LFCC2021.07 | 0.0538 | 1.97 | |
| Resnet18-OC-softmaxfront-end=LFCC2021.07 | 0.059 | 2.19 | |
| MLCG-Res2Net50+CEfront-end=CQT2021.07 | 0.069 | 2.15 | |
| SE-Res2Net50front-end=CQT2021.07 | 0.0743 | 2.5 | |
| LCNN-Dual attentionfront-end=LFCC2021.07 | 0.0777 | 2.76 | |
| Resnet18-AM-Softmaxfront-end=LFCC2021.07 | 0.082 | 3.26 | |
| ResNet18-GAT-Tfront-end=LFB2021.07 | 0.0894 | 4.71 | |
| GMMfront-end=LFCC2021.07 | 0.0904 | 3.5 | |
| ResNet18-GAT-Sfront-end=LFB2021.07 | 0.0914 | 4.48 | |
| PC-DARTSfront-end=LFCC2021.07 | 0.0914 | 4.96 | |
| Siamese CNNfront-end=LFCC2021.07 | 0.093 | 3.79 | |
| LCNN-4CBAMfront-end=LFCC2021.07 | 0.0939 | 3.67 | |
| LCNN+CEfront-end=DASC-CQT2021.07 | 0.094 | 3.13 | |
| LCNNfront-end=LFCC2021.07 | 0.1 | 5.06 | |
| LCNN+CEfront-end=CQT2021.07 | 0.102 | 4.07 | |
| ResNetfront-end=CQT-MMPS2021.07 | 0.119 | 3.72 |