README

CFAD Baseline Systems

Baseline systems are grouped by task:

• Fake Audio Detection
• Fake Algorithm Recognition

Please find more details from the paper.

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For Fake Audio Detection Task:

Reference code is provided for the following systems:

• Baseline-LFCC-GMM (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

For Fake Algorithm Recognition Task:

Reference code is provided for the following systems:

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

Dataset Download

The CFAD dataset is publicly available and can be downloaded from Zenodo https://zenodo.org/record/6635521\#.Ysjq4nZBw2x