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Models/AASIST

AASIST

Reported on 11 benchmarks across 6 tasks · 1 paper · 1 SOTA

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· 2021-10-04
    21.07
    best: 40.06 (RawNet-2)
    AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksarXiv:2110.01200
  • 3D ReconstructiononASVspoof 2021
    21LA EER· 2021-10-04
    11.46
    best: 40.07 (RawNet-2)
    AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksarXiv:2110.01200
  • 3DonASVspoof 2021
    21DF EER· 2021-10-04
    21.07
    best: 40.06 (RawNet-2)
    AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksarXiv:2110.01200
  • 3DonASVspoof 2021
    21LA EER· 2021-10-04
    11.46
    best: 40.07 (RawNet-2)
    AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksarXiv:2110.01200

Audio3 results

  • Voice Anti-spoofingonASVspoof 2019 - LA
    min t-dcf· 2021-10-04
    0.0275
    best: 0.2709 (GD)
    SOTA
    AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksarXiv:2110.01200
  • DeepFake DetectiononASVspoof 2021
    21DF EER· 2021-10-04
    21.07
    best: 40.06 (RawNet-2)
    AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksarXiv:2110.01200
  • DeepFake DetectiononASVspoof 2021
    21LA EER· 2021-10-04
    11.46
    best: 40.07 (RawNet-2)
    AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksarXiv:2110.01200

Speech2 results

  • Speaker VerificationonASVspoof 2021
    21DF EER· 2021-10-04
    21.07
    best: 40.06 (RawNet-2)
    AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksarXiv:2110.01200
  • Speaker VerificationonASVspoof 2021
    21LA EER· 2021-10-04
    11.46
    best: 40.07 (RawNet-2)
    AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksarXiv:2110.01200

Medical2 results

  • 3D Shape Reconstruction from VideosonASVspoof 2021
    21DF EER· 2021-10-04
    21.07
    best: 40.06 (RawNet-2)
    AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksarXiv:2110.01200
  • 3D Shape Reconstruction from VideosonASVspoof 2021
    21LA EER· 2021-10-04
    11.46
    best: 40.07 (RawNet-2)
    AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksarXiv:2110.01200