Across Whisper and Wav2Vec 2.0, larger ASR models improve speech deepfake detection up to a medium size, after which performance plateaus or declines.
Open challenges in synthetic speech detection,
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Comparative Analysis of ASR Methods for Speech Deepfake Detection
Across Whisper and Wav2Vec 2.0, larger ASR models improve speech deepfake detection up to a medium size, after which performance plateaus or declines.