Learning as Deepfakes Evolve: RF-Prompt for Continual Audio Deepfake Detection
The proposed Real-Anchored Mechanism-Incremental (RAMI) protocol reflects the practical setting in which available real speech provides a recurring mixed-domain reference while new deepfake mechanisms arrive incrementally and RF-Prompt, an asymmetric continual prompt-learning method that preserves reusable real-speech...
Yuan-Kun Xie, Xiao-Xuan Guo, Xiao-Peng Wang et al.
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