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Automatic Speech Recognition A Deep Learning Approach /

This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approa...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Yu, Dong (Autor), Deng, Li (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Signals and Communication Technology,
Temas:
Acceso en línea:Texto Completo
Descripción
Sumario:This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approach. In addition to the rigorous mathematical treatment of the subject, the book also presents insights and theoretical foundation of a series of highly successful deep learning models.
Descripción Física:XXVI, 321 p. 62 illus. online resource.
ISBN:9781447157793
ISSN:1860-4870