Similarity Choice and Negative Scaling in Supervised Contrastive Learning for Deepfake Audio Detection
arXiv:2604.26057v1 Announce Type: cross
Abstract: Supervised contrastive learning (SupCon) is widely used to shape representations, but has seen limited targeted study for audio deepfake detection. Existing work typically combines contrastive terms wi…