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Automatic speech recognition : a deep learning approach

By: Contributor(s): Language: English Series: Signals and communication technologyPublication details: Springer 2015 LondonDescription: xxvi, 321pISBN:
  • 9781447169673
Subject(s): DDC classification:
  • 006.454 Y901a
Summary: 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.
List(s) this item appears in: New arrival July 29 to August 04, 2019
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
Text Books Text Books PK Kelkar Library, IIT Kanpur TEXT 006.454 Y901a (Browse shelf(Opens below)) Available A184550
Total holds: 0

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.

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