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eess.AS2026
Robust Nasality Representation Learning for Cleft Palate-Related Velopharyngeal Dysfunction Screening in Real-World Settings
Weixin Liu, Bowen Qu, Amy Stone +8
Velopharyngeal dysfunction (VPD) is characterized by inadequate velopharyngeal closure during speech and often causes hypernasality and reduced intelligibility. Although speech-bas…
eess.AS2026
Optimizing Domain-Adaptive Self-Supervised Learning for Clinical Voice-Based Disease Classification
Weixin Liu, Bowen Qu, Matthew Pontell +3
The human voice is a promising non-invasive digital biomarker, yet deep learning for voice-based health analysis is hindered by data scarcity and domain mismatch, where models pre-…