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The Use of Deep Learning-Based Gesture Interactive Robot in the Treatment of Autistic Children Under Music Perception Education

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成果类型:
期刊论文
作者:
Zhang, Yiyao;Zhang, Chao;Cheng, Lei;Qi, Mingwei
通讯作者:
Qi, M.
作者机构:
[Zhang, Yiyao] Beijing Normal Univ, Coll Art & Commun, Beijing, Peoples R China.
[Zhang, Chao] Commun Univ China, Sch Theater Film & Televis, Beijing, Peoples R China.
[Cheng, Lei] Ludong Univ, Sch Art, Yantai, Peoples R China.
[Qi, Mingwei] Dalian Arts Coll, Dept Mus, Dalian, Peoples R China.
通讯机构:
Department of Music, Dalian Arts College, Dalian, China
语种:
英文
关键词:
artificial intelligence technology;deep learning;educational psychology;gesture interactive robot;music perception education
期刊:
Frontiers in Psychology
ISSN:
1664-1078
年:
2022
卷:
13
机构署名:
本校为其他机构
摘要:
The purpose of this study was to apply deep learning to music perception education. Music perception therapy for autistic children using gesture interactive robots based on the concept of educational psychology and deep learning technology is proposed. First, the experimental problems are defined and explained based on the relevant theories of pedagogy. Next, gesture interactive robots and music perception education classrooms are studied based on recurrent neural networks (RNNs). Then, autistic children are treated by music perception, and an ...

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