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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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Detalles Bibliográficos
Autores principales: Sun, Congshan, Li, Haifeng, Ma, Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9869168/
https://www.ncbi.nlm.nih.gov/pubmed/36698559
http://dx.doi.org/10.3389/fpsyg.2022.1075624