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Complementary rPPG-Derived and Lip-Region Frequency Cues for Talking-Face Deepfake Detection

arXiv:2609.22284v1 Announce Type: new Abstract: Talking-face (TF) deepfakes are detected unevenly by rPPG-based methods across generators. We study two lightweight visual-only cues, rPPG-derived waveforms extracted by RhythmFormer and lip-region discrete cosine transform (DCT) coefficients, on the…

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  1. 2026-09-22 04:00 · arXiv cs.CV
    Complementary rPPG-Derived and Lip-Region Frequency Cues for Talking-Face Deepfake Detection

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