Automatic speech recognition : a deep learning approach
By: Yu, Dong.
Contributor(s): Deng, Li.
Series: Signals and communication technology. Publisher: London Springer 2015Description: xxvi, 321p.ISBN: 9781447169673.Subject(s): Automatic speech recognition | Signal, Image and speech processing | TelecommunicationsDDC 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.| Item type | Current location | Collection | Call number | Status | Date due | Barcode | Item holds |
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Text Books
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PK Kelkar Library, IIT Kanpur | TEXT | 006.454 Y901a (Browse shelf) | Available | A184550 |
Total holds: 0
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| 006.4 W381s3 Statistical pattern recognition [3rd ed.] | 006.454 D414s Speech processing | 006.454 R113F Fundamentals of speech recognition | 006.454 Y901a Automatic speech recognition | 006.6 F699c2 cop.2 Computer graphics | 006.6 F699c2 cop.5 Computer graphics | 006.754 H198a cop.1 Analyzing social media networks with nodeXL |
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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