一作ACL 2026Findings· Findings of ACL
Semi-Supervised Diseased Detection from Speech Dialogues with Multi-Level Data Modeling
Xingyuan Li · Mengyue Wu
摘要
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 patterns within a long, complex audio recording. This task is further hampered by severe data scarcity and the subjective...