Robustness In Language And Speech Technology

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Robustness In Language And Speech Technology

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Author : Jean-Claude Junqua
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09

Robustness In Language And Speech Technology written by Jean-Claude Junqua and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-09 with Computers categories.

In this book we address robustness issues at the speech recognition and natural language parsing levels, with a focus on feature extraction and noise robust recognition, adaptive systems, language modeling, parsing, and natural language understanding. This book attempts to give a clear overview of the main technologies used in language and speech processing, along with an extensive bibliography to enable topics of interest to be pursued further. It also brings together speech and language technologies often considered separately. Robustness in Language and Speech Technology serves as a valuable reference and although not intended as a formal university textbook, contains some material that can be used for a course at the graduate or undergraduate level.

Robustness In Automatic Speech Recognition

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Author : Jean-Claude Junqua
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Robustness In Automatic Speech Recognition written by Jean-Claude Junqua and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Technology & Engineering categories.

Foreword Looking back the past 30 years. we have seen steady progress made in the area of speech science and technology. I still remember the excitement in the late seventies when Texas Instruments came up with a toy named "Speak-and-Spell" which was based on a VLSI chip containing the state-of-the-art linear prediction synthesizer. This caused a speech technology fever among the electronics industry. Particularly. applications of automatic speech recognition were rigorously attempt ed by many companies. some of which were start-ups founded just for this purpose. Unfortunately. it did not take long before they realized that automatic speech rec ognition technology was not mature enough to satisfy the need of customers. The fever gradually faded away. In the meantime. constant efforts have been made by many researchers and engi neers to improve the automatic speech recognition technology. Hardware capabilities have advanced impressively since that time. In the past few years. we have been witnessing and experiencing the advent of the "Information Revolution." What might be called the second surge of interest to com mercialize speech technology as a natural interface for man-machine communication began in much better shape than the first one. With computers much more powerful and faster. many applications look realistic this time. However. there are still tremendous practical issues to be overcome in order for speech to be truly the most natural interface between humans and machines.

Computational Linguistics

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Author :
language : en
Publisher:
Release Date : 2001

Computational Linguistics 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 Computational linguistics categories.

Robust Automatic Speech Recognition

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Author : Jinyu Li
language : en
Publisher: Academic Press
Release Date : 2015-10-30

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

Ieee Workshop On Multimedia Signal Processing

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Author :
language : en
Publisher:
Release Date : 2004

Ieee Workshop On Multimedia Signal Processing 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 Signal processing categories.

Robust Speech Recognition Using A Noise Rejection Approach

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Author : Emdad Rahman Khan
language : en
Publisher:
Release Date : 1998

Robust Speech Recognition Using A Noise Rejection Approach written by Emdad Rahman Khan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Speech perception categories.

Human Language Technology

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Author :
language : en
Publisher: Morgan Kaufmann
Release Date : 1994

Human Language Technology written by and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.

Language

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Author :
language : en
Publisher:
Release Date : 2004

Language 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 Comparative linguistics categories.

Proceedings of the annual meeting of the Society in v. 1-11, 1925-34. After 1934 they appear in Its Bulletin.

2000 Ieee International Conference On Acoustics Speech And Signal Processing

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Author :
language : en
Publisher:
Release Date : 2000

2000 Ieee International Conference On Acoustics Speech And Signal Processing written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Electro-acoustics categories.

History Of The Renaissance Politics And Political Theory

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Author : Emil Lucki
language : en
Publisher:
Release Date : 1963

History Of The Renaissance Politics And Political Theory written by Emil Lucki and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1963 with Renaissance categories.