Daniyal Kabir Dar
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2026
Probing Speaker Identity Sensitivity in Audio Deepfake Detectors
This paper proposes the Identity Sensitivity Score (ISS) as a diagnostic tool for speaker-dependent failure analysis in audio deepfake detection, which shows significant correlation between ISS and actual misclassification.
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