An enhanced deep learning model based on smoothed pseudo Wigner-Ville distribution technique for emotion recognition with channel selection

Emotion recognition is indispensable in cognitive action processes throughout human life. In the previous studies, the emotion recognition problem is approached with linear signal processing methods. Therefore, this article proposes non-linear feature extraction method using smoothed pseudo Wigner-V...

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Bibliographic Details

Published in:	Ain Shams Engineering Journal
Main Authors:	Muharrem Çelebi, Sıtkı Öztürk, Kaplan Kaplan
Format:	Article
Language:	English
Published:	Elsevier 2025-02-01
Subjects:	Emotion recognition Wigner-Ville distribution 1D-CNN GRU BiLSTM Channel selection
Online Access:	http://www.sciencedirect.com/science/article/pii/S209044792500005X