Semi-Supervised Diseased Detection from Speech Dialogues with Multi-Level Data Modeling

Xingyuan Li, Mengyue Wu

Detecting medical conditions from speech acoustics is fundamentally a weakly-supervised learning problem: a single, often noisy, session-level label must be linked to nuanced patte…