Audio Processing and Speech Recognition
Concepts, Techniques and Research Overviews
Nilanjan Dey author Anjan Dutta author Soumya Sen author
Format:Paperback
Publisher:Springer Verlag, Singapore
Published:20th Feb '19
Currently unavailable, and unfortunately no date known when it will be back
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.
ISBN: 9789811360978
Dimensions: unknown
Weight: unknown
96 pages
1st ed. 2019