Modelling Auditory Processing and Organisation

Modelling Auditory Processing and Organisation

by Martin Cooke

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Overview

We are surrounded by noise; we must be able to separate the signals we want to hear from those we do not. To overcome this 'cocktail party effect' we have developed various strategies; endowing computers with similar abilities would enable the development of devices such as intelligent hearing aids and robust speech recognition systems. This book describes a system which attempts to separate multiple, simultaneous acoustic sources using strategies based on those used by humans. It is both a review of recent work on the modelling of auditory processes, and a presentation of a new model in which acoustic signals are decomposed into elements. These structures are then re-assembled in accordance with rules of auditory organisation which operate to bind together elements that are likely to have arisen from the same source. The model is evaluated by measuring its ability to separate speech from a wide variety of other sounds, including music, phones and other speech.

Product Details

ISBN-13: 9780521619387
Publisher: Cambridge University Press
Publication date: 02/17/2005
Series: Distinguished Dissertations in Computer Science Series , #7
Pages: 134
Product dimensions: 6.85(w) x 9.72(h) x 0.28(d)

Table of Contents

Acknowledgments; 1. Introduction; 2. The auditory periphery: physiology, function and a computer model; 3. Auditory representations; 4. Modelling auditory scene exploration; 5. Implementation of auditory grouping principles; 6. An evaluation of sound source separation in the model; 7. Conclusions and further development; Appendices; Bibliography; Index.

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