Machine learning model for reproducing subjective sensations and alleviating sound-induced stress in individuals with developmental disorders

Machine learning model for reproducing subjective sensations and alleviating sound-induced stress in individuals with developmental disorders

IntroductionAn everyday challenge frequently encountered by individuals with developmental disorders is auditory hypersensitivity, which causes distress in response to certain sounds and the overall sound environment. This study developed deep neural network (DNN) models to address this issue. One m...

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Bibliographic Details
Main Authors: Itsuki Ichikawa, Yukie Nagai, Yasuo Kuniyoshi, Makoto Wada
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Psychiatry
Subjects:
auditory hypersensitivity
sensory support system
subjective sensations
machine learning
deep neural network
filtering
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1412019/full
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https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1412019/full

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