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Book Cover
Author Sen, Soumya, author

Title Audio Processing and Speech Recognition : Concepts, Techniques and Research Overviews / Soumya Sen, Anjan Dutta and Nilanjan Dey
Published Singapore : Springer, [2019]


Description 1 online resource
Series SpringBriefs in applied sciences and technology. Computational intelligence
SpringBriefs in applied sciences and technology. Computational intelligence.
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
Bibliography Includes bibliographical references
Notes Online resource; title from PDF title page (EBSCO, viewed February 4, 2019)
Subject Auditory perception -- Methodology
Speech perception -- Methodology
User interface design & usability.
Computer networking & communications.
Imaging systems & technology.
PSYCHOLOGY -- Physiological Psychology.
Computer science.
Data transmission systems.
Form Electronic book
Author Dutta, Anjan, author
Dey, Nilanjan, 1984- author.
ISBN 9789811360985