Speech Emotion Recognition Using Convolutional Neural Networks with Attention Mechanism

Speech Emotion Recognition Using Convolutional Neural Networks with Attention Mechanism

Speech emotion recognition (SER) is an interesting and difficult problem to handle. In this paper, we deal with it through the implementation of deep learning networks. We have designed and implemented six different deep learning networks, a deep belief network (DBN), a simple deep neural network (S...

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Bibliographic Details
Main Authors: Konstantinos Mountzouris, Isidoros Perikos, Ioannis Hatzilygeroudis
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Electronics
Subjects:
speech emotion recognition
deep learning
deep belief network
deep neural network
convolutional neural network
LSTM
Online Access:https://www.mdpi.com/2079-9292/12/20/4376

Internet

https://www.mdpi.com/2079-9292/12/20/4376

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