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Audio Processing and Speech Recognition - Concepts, Techniques and Research Overviews (Paperback, 1st ed. 2019)
Loot Price: R1,557
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Audio Processing and Speech Recognition - Concepts, Techniques and Research Overviews (Paperback, 1st ed. 2019)
Series: SpringerBriefs in Computational Intelligence
Expected to ship within 10 - 15 working days
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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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