Self-attention transfer networks for speech emotion recognition

Self-attention transfer networks for speech emotion recognition

Background: A crucial element of human–machine interaction, the automatic detection of emotional states from human speech has long been regarded as a challenging task for machine learning models. One vital challenge in speech emotion recognition (SER) is how to learn robust and discriminative repres...

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Bibliographic Details
Main Authors: Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Shihuang Sun, Haishuai Wang, Jianhua Tao, Björn W. Schuller
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2021-02-01
Series:Virtual Reality & Intelligent Hardware
Subjects:
Speech emotion recognition
Attention transfer
Self-attention
Temporal convolutional neural networks (TCNs)
Online Access:http://www.sciencedirect.com/science/article/pii/S2096579620301145

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http://www.sciencedirect.com/science/article/pii/S2096579620301145

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