Emulating Human Speech Recognition A Scene Analysis Approach to Improving Robustness in Automatic Speech Recognition |
|
| Author:
| Coy, Andre |
| ISBN: | 978-1-61942-914-7 |
| Publication Date: | Jun 2012 |
| Publisher: | Nova Science Publishers, Incorporated
|
| Book Format: | Paperback |
| List Price: | USD $62.10 |
Book 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...
More DescriptionThis 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.