2 papers
cs.SD2026
Boundary and Intra-Segment Learning for Partial Audio Deepfake Localization
Zhe Ye, Xiangui Kang, Minhua Huang +3
Partial audio deepfakes manipulate only selected speech regions, making them difficult to be localized. Existing methods exploit boundary cues for partial deepfake localization, bu…
cs.SD2026
BreathNet: Generalizable Audio Deepfake Detection via Breath-Cue-Guided Feature Refinement
Zhe Ye, Xiangui Kang, Jiayi He +5
As deepfake audio becomes more realistic and diverse, developing generalizable countermeasure systems has become crucial. Existing detection methods primarily depend on XLS-R front…