Description: Robust Automatic Speech Recognition : A Bridge to Practical Applications, Hardcover by Li, Jinyu; Deng, Li; Haeb-Umbach, Reinhold; Gong, Yifan, ISBN 0128023988, ISBN-13 9780128023983, Like New Used, Free shipping in the US Robust Automatic Speech Recognition: A Bridge to Practical Applications establishes a solid foundation for automatic speech recognition that is robust against acoustic environmental distortion. It provides a thorough overview of classical and modern noise-and reverberation robust techniques that have been developed over the past thirty years, with an emphasis on practical methods that have been proven to be successful and which are likely to be further developed for future strengths and weaknesses of robustness-enhancing speech recognition techniques are carefully analyzed. Th covers noise-robust techniques designed for acoustic models which are based on both Gaussian mixture models and deep neural networks. In addition, a guide to selecting the best methods for practical applications is reader will: Gain a unified, deep and systematic understanding of the state-of-the-art technologies for robust speech recognition Learn the links and relationship between alternative technologies for robust speech recognition Be able to use the technology analysis and categorization detailed in th to guide future technology development Be able to develop new noise-robust methods in the current era of deep learning for acoustic modeling in speech recognition
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Book Title: Robust Automatic Speech Recognition : A Bridge to Practical Appli
Number of Pages: 306 Pages
Language: English
Publication Name: Robust Automatic Speech Recognition : a Bridge to Practical Applications
Publisher: Elsevier Science & Technology
Subject: Mechanical, Electronics / General, Speech & Audio Processing, Acoustics & Sound
Publication Year: 2015
Type: Textbook
Author: Li Deng, Yifan Gong, Jinyu Li, Reinhold Haeb-Umbach
Subject Area: Computers, Technology & Engineering
Item Length: 9.2 in
Item Width: 7.5 in
Format: Hardcover