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End-to-end emotional speech recognition using acoustic model adaptation based on knowledge distillation

The end-to-end approach provides better performance in speech recognition compared to the traditional hidden Markov model-deep neural network (HMM-DNN)-based approach, but still shows poor performance in abnormal speech, especially emotional speech. The optimal solution is to build an acoustic model...

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Detalles Bibliográficos
Autores principales: Yun, Hong-In, Park, Jeong-Sik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9923643/
https://www.ncbi.nlm.nih.gov/pubmed/36817556
http://dx.doi.org/10.1007/s11042-023-14680-y