Presentation information

General Session

General Session » J-13 AI application

[3O5-GS-13] AI application: Emotions and AI

Thu. Jun 11, 2020 3:40 PM - 5:20 PM Room O (jsai2020online-15)


4:00 PM - 4:20 PM

[3O5-GS-13-02] Automatic Detection of Insincere Utterances Based on Facial Expression and Tone of Voice

〇Kazuya Mio1, Kazuya Mera1, Yoshiaki Kurosawa1, Aya Ishino2, Toshiyuki Takezawa1 (1. Hiroshima City University , 2. Hiroshima University of Economics )

Keywords:emotion, voice, facial expression

We propose a method to detect insincere utterances based on facial expression and tone of voice. This paper develops our previous method by changing features. In order to decrease the bad influence due to the different mouth-movement at free sentence task, the proposed method removes the features of coordinates for mouth. Furthermore, the type of acoustic feature are significantly increased from 3 to 1,027. The experimental result represented that the recall of free sentence task was improved 15 point over the previous method. Furthermore, the accuracy of fixed sentence task was improved 5 point over the previous method.

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