Enhancing Generalization in Audio Deepfake Detection: A Neural Collapse based Sampling and Training Approach

Mohammed Yousif, Jonat John Mathew, Huzaifa Pallan +5

Generalization in audio deepfake detection presents a significant challenge, with models trained on specific datasets often struggling to detect deepfakes generated under varying c…