Automatic Speech Recognition : A Deep Learning Approach

Yu, Dong; Deng, Li

ISBN 10: 1447157788 / ISBN 13: 9781447157786

Editore: Springer, 2014

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Dati bibliografici

• Titolo: Automatic Speech Recognition : A Deep Learning Approach
• Editore: Springer
• Data di pubblicazione: 2014
• Lingua: Inglese
• ISBN 10: 1447157788
• ISBN 13: 9781447157786
• Rilegatura: Rilegato
• Condizione: As New

Descrizione articolo

Riassunto

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.