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
Autor principal: Yu, Dong (-)
Autor Corporativo: SpringerLink (-)
Otros Autores: Deng, Li
Formato: Libro electrónico
Idioma:Inglés
Publicado: London : Springer London 2015.
Colección:Signals and Communication Technology.
Springer eBooks.
Acceso en línea:Conectar con la versión electrónica
Ver en Universidad de Navarra:https://innopac.unav.es/record=b33018960*spi
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 il
Formato:Forma de acceso: World Wide Web.
ISBN:9781447157793