Dynamic Stress Detection: A Study of Temporal Progression Modelling of Stress in Speech

ArXi:2510.08586v2 Announce Type: replace-cross Detecting psychological stress from speech is critical in high-pressure settings. While prior work has leveraged acoustic features for stress detection, most treat stress as a static label. In this work, we model stress as a temporally evolving phenomenon influenced by historical emotional state. We propose a dynamic labelling strategy that derives fine-grained stress annotations from emotional labels and