Speech emotion recognition based on improved masking EMD and convolutional recurrent neural network

Speech emotion recognition (SER) is the key to human-computer emotion interaction. However, the nonlinear characteristics of speech emotion are variable, complex, and subtly changing. Therefore, accurate recognition of emotions from speech remains a challenge. Empirical mode decomposition (EMD), as...

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Bibliographic Details
Main Authors: Congshan Sun, Haifeng Li, Lin Ma
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2022.1075624/full