DepFlow: Disentangled Speech Generation to Mitigate Semantic Bias in Depression Detection

Yuxin Li, Xiangyu Zhang, Yifei Li +4

Speech is a scalable and non-invasive biomarker for early mental health screening. However, widely used depression datasets like DAIC-WOZ exhibit strong coupling between linguistic…