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Modelling Auditory Processing and Organisation

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Modelling Auditory Processing and Organisation Cover

 

Synopses & Reviews

Publisher Comments:

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.

Synopsis:

We are surrounded by noise; to separate the signals we want to hear from those we do not we have developed various strategies. Giving computers similar abilities would help develop devices such as intelligent hearing aids. This book reviews new and recent work on the modelling of auditory processes.

Synopsis:

This book reviews new and recent work on the modelling of auditory processes.

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.

Product Details

ISBN:
9780521619387
Author:
Cooke, Martin
Publisher:
Cambridge University Press
Location:
Cambridge
Subject:
General
Subject:
Neuroscience
Subject:
Computer simulation
Subject:
Auditory perception
Subject:
Auditory perception -- Computer simulation.
Subject:
Social Aspects - General
Subject:
General Computers
Subject:
Speech--analysis--use of--Computers
Subject:
Health and Medicine-Medical Specialties
Edition Description:
Trade paper
Series:
Distinguished Dissertations in Computer Science
Series Volume:
7
Publication Date:
20041231
Binding:
TRADE PAPER
Grade Level:
Professional and scholarly
Language:
English
Illustrations:
Y
Pages:
136
Dimensions:
7.44x9.68x.29 in. .56 lbs.

Related Subjects

Computers and Internet » Computers Reference » Social Aspects » General
Health and Self-Help » Health and Medicine » Medical Specialties
History and Social Science » Archaeology » General

Modelling Auditory Processing and Organisation New Trade Paper
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Product details 136 pages Cambridge University Press - English 9780521619387 Reviews:
"Synopsis" by , We are surrounded by noise; to separate the signals we want to hear from those we do not we have developed various strategies. Giving computers similar abilities would help develop devices such as intelligent hearing aids. This book reviews new and recent work on the modelling of auditory processes.
"Synopsis" by , This book reviews new and recent work on the modelling of auditory processes.
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