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Models/RawGAT-ST

RawGAT-ST

Reported on 10 benchmarks across 5 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology4 results

3D ReconstructiononASVspoof 2021
21DF EER· 2021-07-27
23.26
best: 40.06 (RawNet-2)
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection arXiv:2107.12710
3D ReconstructiononASVspoof 2021
21LA EER· 2021-07-27
10.25
best: 40.07 (RawNet-2)
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection arXiv:2107.12710
3DonASVspoof 2021
21DF EER· 2021-07-27
23.26
best: 40.06 (RawNet-2)
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection arXiv:2107.12710
3DonASVspoof 2021
21LA EER· 2021-07-27
10.25
best: 40.07 (RawNet-2)
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection arXiv:2107.12710

Speech2 results

Speaker VerificationonASVspoof 2021
21DF EER· 2021-07-27
23.26
best: 40.06 (RawNet-2)
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection arXiv:2107.12710
Speaker VerificationonASVspoof 2021
21LA EER· 2021-07-27
10.25
best: 40.07 (RawNet-2)
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection arXiv:2107.12710

Audio2 results

DeepFake DetectiononASVspoof 2021
21DF EER· 2021-07-27
23.26
best: 40.06 (RawNet-2)
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection arXiv:2107.12710
DeepFake DetectiononASVspoof 2021
21LA EER· 2021-07-27
10.25
best: 40.07 (RawNet-2)
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection arXiv:2107.12710

Medical2 results

3D Shape Reconstruction from VideosonASVspoof 2021
21DF EER· 2021-07-27
23.26
best: 40.06 (RawNet-2)
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection arXiv:2107.12710
3D Shape Reconstruction from VideosonASVspoof 2021
21LA EER· 2021-07-27
10.25
best: 40.07 (RawNet-2)
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection arXiv:2107.12710