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EBOOK
Author Sen, Soumya, 1982-
Title Audio Processing and Speech Recognition : Concepts, Techniques and Research Overviews / Soumya Sen, Anjan Dutta and Nilanjan Dey.
Imprint Singapore : Springer, [2019]

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Author Sen, Soumya, 1982-
Series SpringBriefs in applied sciences and technology. Computational intelligence.
SpringBriefs in applied sciences and technology. Computational intelligence.
Subject Auditory perception -- Methodology.
Speech perception -- Methodology.
Alt Name Datta, Añjana,
Dey, Nilanjan, 1984-
Description 1 online resource.
Bibliography Note Includes bibliographical references.
Note Online resource; title from PDF title page (EBSCO, viewed February 4, 2019).
Contents Audio indexing -- Speech processing and recognition system -- Feature extraction -- Audio classification -- Conclusion.
Summary This book offers an overview of audio processing, including the latest advances in the methodologies used in audio processing and speech recognition. First, it discusses the importance of audio indexing and classical information retrieval problem and presents two major indexing techniques, namely Large Vocabulary Continuous Speech Recognition (LVCSR) and Phonetic Search. It then offers brief insights into the human speech production system and its modeling, which are required to produce artificial speech. It also discusses various components of an automatic speech recognition (ASR) system. Describing the chronological developments in ASR systems, and briefly examining the statistical models used in ASR as well as the related mathematical deductions, the book summarizes a number of state-of-the-art classification techniques and their application in audio/speech classification. By providing insights into various aspects of audio/speech processing and speech recognition, this book appeals a wide audience, from researchers and postgraduate students to those new to the field.
ISBN 9789811360985 (electronic bk.)
9811360987 (electronic bk.)
9789811360978
9811360979
9789811360992 (print)
9811360995
ISBN/ISSN 10.1007/978-981-13-6098-5
10.1007/978-981-13-6
OCLC # 1083671065
Additional Format Print version: Sen, Soumya. Audio Processing and Speech Recognition. Singapore : Springer, [2019] 9811360979 9789811360978 (OCoLC)1079411082.



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