Automatic Speech Recognition: A Deep Learning Approach (Signals and Communication Technology)

Yu, Dong; Deng, Li

ISBN 10: 1447169670 / ISBN 13: 9781447169673

Editore: Springer, 2016

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Codice articolo 18375055100

Dati bibliografici

• Titolo: Automatic Speech Recognition: A Deep Learning Approach (Signals and Communication Technology)
• Editore: Springer
• Data di pubblicazione: 2016
• Lingua: Inglese
• ISBN 10: 1447169670
• ISBN 13: 9781447169673
• Rilegatura: Brossura
• Condizione: New

Descrizione articolo

Riassunto

This book reviews past and present work on discriminative and hierarchical models for both acoustic and language modeling. It also analyzes the research direction and trends towards establishing future-generation speech recognition.

Dalla quarta di copertina

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.