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