SE-ADD: Self-Evolving Audio Deepfake Detection with Mistake-Driven Supervision

Rong Wan, Wei Xie, Jiaxi Li +4

Audio deepfake detection (ADD) must remain effective when new spoofing attacks emerge after deployment. Emerging audio language model (ALM)-based ADD methods are built on predefine…