Hierarchical attention interpretation: an interpretable speech-level transformer for bi-modal depression detection

Qingkun Deng, Saturnino Luz, Sofia de la Fuente Garcia

Depression is a common mental disorder. Automatic depression detection tools using speech, enabled by machine learning, help early screening of depression. This paper addresses two…