Audio Processing and Speech Recognition

Audio Processing and Speech Recognition

by Soumya SenAnjan Dutta and Nilanjan Dey
Epub (Kobo), Epub (Adobe)
Publication Date: 20/02/2019

Share This eBook:

  $76.99

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:
9789811360985
9789811360985
Category:
Electronics engineering
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
20-02-2019
Language:
English
Publisher:
Springer Nature Singapore

This item is delivered digitally

Reviews

Be the first to review Audio Processing and Speech Recognition.