Hidden Bibliographic Details
| Other authors / contributors: | Dutta, Anjan, author.
Dey, Nilanjan, 1984- author.
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| ISBN: | 9789811360985
9811360987
9789811360978
9811360979
9789811360992
9811360995
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| Digital file characteristics: | text file PDF
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| Notes: | Includes bibliographical references.
Online resource; title from PDF title page (EBSCO, viewed February 4, 2019).
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| 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.
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| Other form: | Print version: Sen, Soumya. Audio Processing and Speech Recognition. Singapore : Springer, [2019] 9811360979 9789811360978
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| Standard no.: | 10.1007/978-981-13-6098-5
10.1007/978-981-13-6
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