MindLink-Eumpy: An Open-Source Python Toolbox for Multimodal Emotion Recognition

MindLink-Eumpy: An Open-Source Python Toolbox for Multimodal Emotion Recognition

Emotion recognition plays an important role in intelligent human–computer interaction, but the related research still faces the problems of low accuracy and subject dependence. In this paper, an open-source software toolbox called MindLink-Eumpy is developed to recognize emotions by integrating elec...

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Bibliographic Details
Main Authors: Ruixin Li, Yan Liang, Xiaojian Liu, Bingbing Wang, Wenxin Huang, Zhaoxin Cai, Yaoguang Ye, Lina Qiu, Jiahui Pan
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Human Neuroscience
Subjects:
multimodal emotion recognition
multitask convolutional neural network (CNN)
support vector machine (SVM)
subject-independent method
long short-term memory network (LSTM)
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2021.621493/full

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https://www.frontiersin.org/articles/10.3389/fnhum.2021.621493/full

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