A Wav2Vec2 XLS-R based detector with augmented training and teacher-model knowledge transfer reports an ASVspoof 5 test EER of 4.48%, below the 5.56% best single-system reference.
Asvspoof 2019: The 3rd automatic speaker verification spoofing and countermeasures challenge database,
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Generalizable Detection of Audio Deepfakes
A Wav2Vec2 XLS-R based detector with augmented training and teacher-model knowledge transfer reports an ASVspoof 5 test EER of 4.48%, below the 5.56% best single-system reference.