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ResearchFormerly WizWand

Speech Deepfake Detection on ASVspoof logical access (LA) 2019 (eval)

0.0335min-tDCFRawGAT-ST (mul)
0.030080.0531650.076250.099335Jul 27, 2021
Updated 8mo ago

Evaluation results

MethodLinks
RawGAT-ST (mul)front-end=Raw-audio2021.070.03351.06
Res-TSSDNetfront-end=Raw-audio2021.070.04811.64
MCG-Res2Net50+CEfront-end=CQT2021.070.0521.78
ResNet18-LMCL-FMfront-end=LFB2021.070.0521.81
LCNN-LSTM-sumfront-end=LFCC2021.070.05241.92
Capsule networkfront-end=LFCC2021.070.05381.97
Resnet18-OC-softmaxfront-end=LFCC2021.070.0592.19
MLCG-Res2Net50+CEfront-end=CQT2021.070.0692.15
SE-Res2Net50front-end=CQT2021.070.07432.5
LCNN-Dual attentionfront-end=LFCC2021.070.07772.76
Resnet18-AM-Softmaxfront-end=LFCC2021.070.0823.26
ResNet18-GAT-Tfront-end=LFB2021.070.08944.71
GMMfront-end=LFCC2021.070.09043.5
ResNet18-GAT-Sfront-end=LFB2021.070.09144.48
PC-DARTSfront-end=LFCC2021.070.09144.96
Siamese CNNfront-end=LFCC2021.070.0933.79
LCNN-4CBAMfront-end=LFCC2021.070.09393.67
LCNN+CEfront-end=DASC-CQT2021.070.0943.13
LCNNfront-end=LFCC2021.070.15.06
LCNN+CEfront-end=CQT2021.070.1024.07
ResNetfront-end=CQT-MMPS2021.070.1193.72