Nicholas B. Allen

Detection of depression in adolescents based on statistical modeling of emotional influences in parent-adolescent conversations

The current benchmark speech-based depression detection techniques rely on acoustic speech parameters collected from large sets of representative speech recordings. This study for the first time investigates depression detection based on the higher order influence model (HOIM) coefficients and emoti…