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cs.SD2026
Audio Language Model for Deepfake Detection Grounded in Acoustic Chain-of-Thought
Runkun Chen, Yixiong Fang, Pengyu Chang +3
Deepfake speech detection systems are often limited to binary classification tasks and struggle to generate interpretable reasoning or provide context-rich explanations for their d…
cs.SD2026
What and When to Learn: CURriculum Ranking Loss for Large-Scale Speaker Verification
Massa Baali, Sarthak Bisht, Rita Singh +1
Speaker verification at large scale remains an open challenge as fixed-margin losses treat all samples equally regardless of quality. We hypothesize that mislabeled or degraded sam…