New preprint on audio-visual deepfake detection across domains

Deepfake detectors usually lose much of their accuracy on media that does not resemble their training set. EAV-DFD recovers a large part of that gap using a teacher-student adaptation step, and reports which modality — audio or video — was manipulated.