Audio Processing and Speech Recognition : Concepts, Techniques and Research Overviews
2019 ed.
Book Details
Format
Paperback / softback
ISBN-10
9811360979
ISBN-13
9789811360978
Edition
2019 ed.
Publisher
Springer Verlag, Singapore
Imprint
Springer Verlag, Singapore
Country of Manufacture
SG
Country of Publication
GB
Publication Date
Feb 20th, 2019
Print length
96 Pages
KSh 8,100.00
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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. It then offers brief insights into the human speech production system and its modeling, which are required to produce artificial speech.
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.
Get Audio Processing and Speech Recognition by Anjan Dutta, Nilanjan Dey at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer Verlag, Singapore and it has 96 pages.
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