Audio Processing and Speech Recognition - Concepts, Techniques and Research Overviews (Paperback, 1st ed. 2019)

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.

General

Imprint:	Springer Verlag, Singapore
Country of origin:	Singapore
Series:	SpringerBriefs in Computational Intelligence
Release date:	February 2019
First published:	2019
Authors:	Soumya Sen • Anjan Dutta • Nilanjan Dey
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	96
Edition:	1st ed. 2019
ISBN-13:	978-981-13-6097-8
Categories:	Books > Computing & IT > Social & legal aspects of computing > Human-computer interaction Books > Computing & IT > Applications of computing > Audio processing > Speech recognition & synthesis Promotions
LSN:	981-13-6097-9
Barcode:	9789811360978

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