Several studies have been reported in the literature for the automatic detection of mental disorders. It is reported that mental disorders are highly correlated. The exploration of this fact for the automatic detection of mental disorders is yet to explore. Emotion regulation difficulties (ERD) characterize several mental disorders. Motivated by that, we investigated the use of ERD for the detection of two opted mental disorders in this study. For this, we have collected audio-video data of human subjects while conversing with a computer agent based on a specific questionnaire. Subsequently, a subject's responses are collected to obtain the ground truths of the audio-video data of that subject. The results indicate that the ERD can be used as an intermediate representation of audio-video data for detecting mental disorders.
翻译:在精神失常自动检测的文献中,报告了若干项研究,据报告,精神失常是密切相关的,对这一事实进行自动检测精神失常的探索还有待于探索。情感调节困难是几种精神失常的特点。为此,我们调查了在本研究中使用精神失常紧急症检测两种选择性精神失常的情况。为此,我们收集了人体主题的视听数据,同时根据具体的问卷与计算机代理进行交谈。随后,收集了一个对象的答复,以获得该主题的视听数据的事实真相。结果显示,在检测精神失常时,可以将精神错乱的视听数据作为中间表示。