Toward comprehensive short utterances manipulations detection in videos
Abderrazzaq Moufidi,
David Rousseau,
Pejman Rasti
Abstract:In a landscape increasingly populated by convincing yet deceptive multimedia content generated through generative adversarial networks, there exists a significant challenge for both human interpretation and machine learning algorithms. This study introduces a shallow learning technique specifically tailored for analyzing visual and auditory components in videos, targeting the lower face region. Our method is optimized for ultra-short video segments (200-600 ms) and employs wavelet scattering transforms for aud… Show more
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