The Distress Analysis Interview Corpus of human and computer interviews

作者：Jonathan S. Gratch, Ron Artstein, Gale Lucas, Giota Stratou, Stefan J. Scherer, Angela Nazarian, Rachel Wood, Jill Boberg, David DeVault, Stacy Marsella, David R. Traum, Albert Rizzo, Louis-Philippe MorencyUniversity of Southern California · 年份：2014 · DOI：10.63317/3o7bccg9xequ · 被引用次数：477 · 研究领域：Mental Health via Writing、Migration, Health and Trauma

The Distress Analysis Interview Corpus (DAIC) contains clinical interviews designed to support the diagnosis of psychological distress conditions such as anxiety, depression, and post traumatic stress disorder. The interviews are conducted by humans, human controlled agents and autonomous agents, and the participants include both distressed and non-distressed individuals. Data collected include audio and video recordings and extensive questionnaire responses; parts of the corpus have been transcribed and annotated for a variety of verbal and non-verbal features. The corpus has been used to support the creation of an automated interviewer agent, and for research on the automatic identification of psychological distress.