Applying a Convolutional Vision Transformer for Emotion Recognition in Children with Autism: Fusion of Facial Expressions and Speech Features

Applying a Convolutional Vision Transformer for Emotion Recognition in Children with Autism: Fusion of Facial Expressions and Speech Features

With advances in digital technology, including deep learning and big data analytics, new methods have been developed for autism diagnosis and intervention. Emotion recognition and the detection of autism in children are prominent subjects in autism research. Typically using single-modal data to anal...

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Bibliographic Details
Main Authors: Yonggu Wang, Kailin Pan, Yifan Shao, Jiarong Ma, Xiaojuan Li
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Applied Sciences
Subjects:
emotion recognition
multimodal feature fusion
deep learning
children with autism
Online Access:https://www.mdpi.com/2076-3417/15/6/3083
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