Application of Speech Signal for Early Screening of Children with Autism Spectrum Disorder

被引：0
|
作者：
Cong-Phuong, Nguyen [1 ]
机构：
[1] Hanoi Univ Sci & Technol, Sch Elect & Elect Engn, Hanoi, Vietnam
来源：
INTELLIGENT COMPUTING, VOL 4, 2024 | 2024年 / 1019卷
关键词：
Autism Spectrum Disorder; Speech signal; Machine learning;
D O I：
10.1007/978-3-031-62273-1_36
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Currently, there is no cure for Autism Spectrum Disorder (ASD), a neurodevelopmental disease. ASD causes problems in social communication and interaction, accompanied by repeating behaviors. Early and effective treatments may lessen the problems over time. Thus, it is essential to screen this problem from an early age. Proposed methods in literature employed physiological and behavioral signals. We propose in this paper the use of speech signal and artificial intelligence to determine ASD in children. Experiments prove that this is a positive way for early discrimination of children with/without ASD.
引用
收藏
页码：566 / 576
页数：11
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