Prediction of negative symptoms of schizophrenia from objective linguistic, acoustic and non-verbal conversational cues

• Main Authors: Chakraborty, Debsubhra, Xu, Shihao, Yang, Zixu, Chua, Victoria Yi Han, Tahir, Yasir, Dauwels, Justin, Thalmann, Nadia Magnenat, Tan, Bhing-Leet, Lee, Jimmy Chee Keong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: Engineering; Social sciences; Engineering::Electrical and electronic engineering; Schizophrenia; Negative Symptoms
• Online Access: https://hdl.handle.net/10356/138204
• Institution: Nanyang Technological University

Speech disorders are among the salient characteristics of negative symptoms of schizophrenia. Such impairments are often exhibited through disorganized speech, inappropriate affective prosody, and poverty of speech. The current method of detecting such symptoms requires the expertise of a trained cl...