AVPF generates self-created audio-visual pseudo-fakes from real samples to train deepfake detectors that generalize better, with reported average gains up to 7.4%.
Avff: Audio-visual feature fusion for video deepfake detection
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Generalizing Video DeepFake Detection by Self-generated Audio-Visual Pseudo-Fakes
AVPF generates self-created audio-visual pseudo-fakes from real samples to train deepfake detectors that generalize better, with reported average gains up to 7.4%.