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ASVspoof 2021 Baseline Systems

Baseline systems are grouped by task:

  • Speech Deepfake (DF)
  • Logical Access (LA)
  • Physical Access (PA)

Please find more details in the evaluation plan.

Reference code is provided for the following systems:

  • Baseline-CQCC-GMM (Matlab & Python)
    CQCC feature extraction with GMM classifier

  • Baseline-LFCC-GMM (Matlab & Python)
    LFCC feature extraction with GMM classifier

  • Baseline-LFCC-LCNN (PyTorch)
    LFCC feature extraction with LCNN classifier (DNN)

  • Baseline-RawNet2 (PyTorch)
    End-to-End DNN classifier

The following directory contains the scripts to compute EERs and other metrics:

  • eval-package

Note that the key files are moved to https://www.asvspoof.org/. They will be downloaded by a script in the eval-package automatically. Please check README there.

If automatical downloading fails, please manually download the key files from https://www.asvspoof.org/.