Emulating Human Speech Recognition: A Scene Analysis Approach to Improving Robustness in Automatic Speech Recognition
( Computer Science, Technology and Applications )
Publication series ：Computer Science, Technology and Applications
Author： Andre Coy (University of West Indies Mona Jamaica)
Publisher： Nova Science Publishers, Inc.
Publication year： 2013
E-ISBN: 9781628087475
Subject： TN912.34 The voice recognition device
Keyword： Biotechnology
Language： ENG
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Description
This book presents a systematic approach to the automatic recognition of simultaneous speech signals using computational auditory scene analysis. Inspired by human auditory perception, this book investigates a range of algorithms and techniques for decomposing multiple speech signals by integrating a spectro-temporal fragment decoder within a statistical search process. The outcome is a comprehensive insight into the mechanisms required if automatic speech recognition is to approach human levels of performance.