2026
GENERALIZABLE SPEECH DEEPFAKE DETECTION VIA META-LEARNED LORA
ICASSP 2026poster
Reliable detection of speech deepfakes (spoofs) must remain effective when the distribution of spoofing attacks shifts. We frame the task as domain generalization and show that inserting Low-Rank Adaptation (LoRA) adapters into every attention head of a self-supervised (SSL) backbone, then training…