Hierarchical Self-Supervised Representation Learning for Depression Detection from Speech

Yuxin Li, Eng Siong Chng, Cuntai Guan

Speech-based depression detection (SDD) has emerged as a non-invasive and scalable alternative to conventional clinical assessments. However, existing methods still struggle to cap…