Robust Automatic Speech Recognition

Written By Jinyu Li
Robust Automatic Speech Recognition
  • Publsiher : Academic Press
  • Release : 30 October 2015
  • ISBN : 0128026162
  • Pages : 306 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Robust Automatic Speech Recognition written by Jinyu Li which was release on 30 October 2015, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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

Robust Automatic Speech Recognition

Robust Automatic Speech Recognition
  • Author : Jinyu Li,Li Deng,Reinhold Haeb-Umbach,Yifan Gong
  • Publisher : Academic Press
  • Release Date : 2015-10-30
  • Total pages : 306
  • ISBN : 0128026162
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Summary : 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 ...

Robust Automatic Speech Recognition

Robust Automatic Speech Recognition
  • Author : William J. J. Roberts
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 194
  • ISBN : 0128026162
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Summary : Download or read online Robust Automatic Speech Recognition written by William J. J. Roberts, published by which was released on 1996. Get Robust Automatic Speech Recognition Books now! Available in PDF, ePub and Kindle....

Robust Adaptation to Non Native Accents in Automatic Speech Recognition

Robust Adaptation to Non Native Accents in Automatic Speech Recognition
  • Author : Silke Goronzy
  • Publisher : Springer
  • Release Date : 2002-12-19
  • Total pages : 146
  • ISBN : 0128026162
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Summary : Speech recognition technology is being increasingly employed in human-machine interfaces. A remaining problem however is the robustness of this technology to non-native accents, which still cause considerable difficulties for current systems. In this book, methods to overcome this problem are described. A speaker adaptation algorithm that is capable of adapting ...

Robustness in Automatic Speech Recognition

Robustness in Automatic Speech Recognition
  • Author : Jean-Claude Junqua,Jean-Paul Haton
  • Publisher : Springer
  • Release Date : 1996
  • Total pages : 480
  • ISBN : 0128026162
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Summary : The domain of speech processing has come to the point where researchers and engineers are concerned with how speech technology can be applied to new products, and how this technology will transform our future. One important problem is to improve robustness of speech processing under adverse conditions, which is the ...

Robust Automatic Speech Recognition Algorithms for Dealing with Noise and Accent

Robust Automatic Speech Recognition Algorithms for Dealing with Noise and Accent
  • Author : Hong You
  • Publisher : Unknown
  • Release Date : 2009
  • Total pages : 268
  • ISBN : 0128026162
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Summary : Download or read online Robust Automatic Speech Recognition Algorithms for Dealing with Noise and Accent written by Hong You, published by which was released on 2009. Get Robust Automatic Speech Recognition Algorithms for Dealing with Noise and Accent Books now! Available in PDF, ePub and Kindle....

Techniques for Noise Robustness in Automatic Speech Recognition

Techniques for Noise Robustness in Automatic Speech Recognition
  • Author : Tuomas Virtanen,Rita Singh,Bhiksha Raj
  • Publisher : John Wiley & Sons
  • Release Date : 2012-11-28
  • Total pages : 496
  • ISBN : 0128026162
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Summary : Automatic speech recognition (ASR) systems are finding increasing use in everyday life. Many of the commonplace environments where the systems are used are noisy, for example users calling up a voice search system from a busy cafeteria or a street. This can result in degraded speech recordings and adversely affect ...

Robust Automatic Speech Recognition with Missing and Unreliable Data

Robust Automatic Speech Recognition with Missing and Unreliable Data
  • Author : Ljubomir Josifovski,University of Sheffield
  • Publisher : Unknown
  • Release Date : 2002
  • Total pages : 212
  • ISBN : 0128026162
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Summary : Download or read online Robust Automatic Speech Recognition with Missing and Unreliable Data written by Ljubomir Josifovski,University of Sheffield, published by which was released on 2002. Get Robust Automatic Speech Recognition with Missing and Unreliable Data Books now! Available in PDF, ePub and Kindle....

Robustness in Automatic Speech Recognition

Robustness in Automatic Speech Recognition
  • Author : Jean-Claude Junqua,Jean-Paul Haton
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Total pages : 440
  • ISBN : 0128026162
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Summary : 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 ...

Auditory Front Ends for Noise Robust Automatic Speech Recognition

Auditory Front Ends for Noise Robust Automatic Speech Recognition
  • Author : 葉佳璋,陳嘉平,國立中山大學資訊工程學系研究所
  • Publisher : Unknown
  • Release Date : 2010
  • Total pages : 104
  • ISBN : 0128026162
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Summary : Download or read online Auditory Front Ends for Noise Robust Automatic Speech Recognition written by 葉佳璋,陳嘉平,國立中山大學資訊工程學系研究所, published by which was released on 2010. Get Auditory Front Ends for Noise Robust Automatic Speech Recognition Books now! Available in PDF, ePub and Kindle....

Empirical Mode Decomposition for Noise Robust Automatic Speech Recognition

Empirical Mode Decomposition for Noise Robust Automatic Speech Recognition
  • Author : 吳國豪,陳嘉平,國立中山大學資訊工程學系研究所
  • Publisher : Unknown
  • Release Date : 2010
  • Total pages : 88
  • ISBN : 0128026162
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Summary : Download or read online Empirical Mode Decomposition for Noise Robust Automatic Speech Recognition written by 吳國豪,陳嘉平,國立中山大學資訊工程學系研究所, published by which was released on 2010. Get Empirical Mode Decomposition for Noise Robust Automatic Speech Recognition Books now! Available in PDF, ePub and Kindle....

Robustness in Automatic Speech Recognition

Robustness in Automatic Speech Recognition
  • Author : Hang Shun Lee
  • Publisher : Unknown
  • Release Date : 1997
  • Total pages : 416
  • ISBN : 0128026162
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Summary : Download or read online Robustness in Automatic Speech Recognition written by Hang Shun Lee, published by which was released on 1997. Get Robustness in Automatic Speech Recognition Books now! Available in PDF, ePub and Kindle....

Noise Robust Front end Processing for Automatic Speech Recognition

Noise Robust Front end Processing for Automatic Speech Recognition
  • Author : Qifeng Zhu
  • Publisher : Unknown
  • Release Date : 2001
  • Total pages : 342
  • ISBN : 0128026162
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Summary : Download or read online Noise Robust Front end Processing for Automatic Speech Recognition written by Qifeng Zhu, published by which was released on 2001. Get Noise Robust Front end Processing for Automatic Speech Recognition Books now! Available in PDF, ePub and Kindle....

Robust Speech

Robust Speech
  • Author : Michael Grimm,Kristian Kroschel
  • Publisher : IntechOpen
  • Release Date : 2007-06-01
  • Total pages : 470
  • ISBN : 0128026162
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Summary : This book on Robust Speech Recognition and Understanding brings together many different aspects of the current research on automatic speech recognition and language understanding. The first four chapters address the task of voice activity detection which is considered an important issue for all speech recognition systems. The next chapters give ...

Novel Speech Processing Techniques for Robust Automatic Speech Recognition

Novel Speech Processing Techniques for Robust Automatic Speech Recognition
  • Author : Vivek Tyagi
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 102
  • ISBN : 0128026162
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Summary : Download or read online Novel Speech Processing Techniques for Robust Automatic Speech Recognition written by Vivek Tyagi, published by which was released on 2006. Get Novel Speech Processing Techniques for Robust Automatic Speech Recognition Books now! Available in PDF, ePub and Kindle....

Uncertainty Decoding for Reverberation Robust Automatic Speech Recognition

Uncertainty Decoding for Reverberation Robust Automatic Speech Recognition
  • Author : Roland Maas
  • Publisher : Unknown
  • Release Date : 2016
  • Total pages : 212
  • ISBN : 0128026162
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Summary : Download or read online Uncertainty Decoding for Reverberation Robust Automatic Speech Recognition written by Roland Maas, published by which was released on 2016. Get Uncertainty Decoding for Reverberation Robust Automatic Speech Recognition Books now! Available in PDF, ePub and Kindle....