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-…