New Era For Robust Speech Recognition

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New Era For Robust Speech Recognition

New Era For Robust Speech Recognition written by Shinji Watanabe and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-30 with Computers categories.

This book covers the state-of-the-art in deep neural-network-based methods for noise robustness in distant speech recognition applications. It provides insights and detailed descriptions of some of the new concepts and key technologies in the field, including novel architectures for speech enhancement, microphone arrays, robust features, acoustic model adaptation, training data augmentation, and training criteria. The contributed chapters also include descriptions of real-world applications, benchmark tools and datasets widely used in the field. This book is intended for researchers and practitioners working in the field of speech processing and recognition who are interested in the latest deep learning techniques for noise robustness. It will also be of interest to graduate students in electrical engineering or computer science, who will find it a useful guide to this field of research.

The Journal Of The Acoustical Society Of America

The Journal Of The Acoustical Society Of America written by Acoustical Society of America and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Acoustical engineering categories.

Ccece 2000 Ccgei 2000 Ieee Ccece 2000 Navigating To A New Era

Ccece 2000 Ccgei 2000 Ieee Ccece 2000 Navigating To A New Era written by Robert W. Creighton and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Computer engineering categories.

Substance Identification Analytics

Substance Identification Analytics written by James Loton Flanagan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.

International Journal Of Micrographics Optical Technology

International Journal Of Micrographics Optical Technology written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Information technology categories.

Proceedings Of Ieee International Symposium On Consumer Electronics

Proceedings Of Ieee International Symposium On Consumer Electronics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Consumer electronics categories.

Annual Reports

Annual Reports written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with Commercial art categories.

Robust Automatic Speech Recognition

Robust Automatic Speech Recognition written by Jinyu Li and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-30 with Technology & Engineering categories.

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 applications.The strengths and weaknesses of robustness-enhancing speech recognition techniques are carefully analyzed. The book 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 provided.The 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 the book 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 - The first book that provides a comprehensive review on noise and reverberation robust speech recognition methods in the era of deep neural networks - Connects robust speech recognition techniques to machine learning paradigms with rigorous mathematical treatment - Provides elegant and structural ways to categorize and analyze noise-robust speech recognition techniques - Written by leading researchers who have been actively working on the subject matter in both industrial and academic organizations for many years

Talker Variability In Speech Processing

Talker Variability In Speech Processing written by Keith Johnson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Business & Economics categories.

In this text, the editors aim to convert the mapping of speech patterns into mental representations. They cover theories of perception and cognition, issues in clinical speech pathology, and the practical concerns of speech technology.

Aerospace International

Aerospace International written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Aeronautics categories.