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[4Rin1-92] Modeling Sensory Characteristics through Reproduction of Subjective Experience for Auditory Characteristics of People with Autistic Spectrum Disorder

〇Itsuki Ichikawa¹, Yukie Nagai¹, Hoshinori Kanazawa¹, Shogo Yonekura¹, Yasuo Kuniyoshi¹ (1.The University of Tokyo)

Keywords:Sensory Characteristics, Subjective Experience, Autistic Spectrum Disorder, Auditory Hypersensitivity

Previous study proposed the method of quantifying individual sensory characteristics by the task that a subject watch video and reproduce their subjective experience from that by manipulating parameter of sensory/auditory filters - each manipulated parameters can be treated as sensory characteristics. Based on this, we attempted to develop the learning model which can predict auditory hypersensitivity of people with Autistic Spectrum Disorder (ASD) who often suffered from hypersensitivity. Previous research used only visual/auditory features from videos to quantify sensory characteristics, but we also used health factors and environmental factors such as period of time to develop more accurate model. In this article, we discuss about design and evaluation of the model using test video data. Additionally, we also discuss about a possibility of this method for externalizing subjective experiment.