Learning Deep Binaural Representations With Deep Convolutional Neural Networks for Spontaneous Speech Emotion Recognition

Learning Deep Binaural Representations With Deep Convolutional Neural Networks for Spontaneous Speech Emotion Recognition

Spontaneous speech emotion recognition is a new and challenging research topic. In this paper, we propose a new method of spontaneous speech emotion recognition on the basis of binaural representations and deep convolutional neural networks (CNNs). The proposed method initially employs multiple CNNs...

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Bibliographic Details
Main Authors: Shiqing Zhang, Aihua Chen, Wenping Guo, Yueli Cui, Xiaoming Zhao, Limei Liu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Spontaneous speech emotion recognition
binaural representations
deep convolutional neural networks
temporal feature pooling
Online Access:https://ieeexplore.ieee.org/document/8967041/

Internet

https://ieeexplore.ieee.org/document/8967041/

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