Perception-Based Data Processing in Acoustics

Perception-Based Data Processing in Acoustics

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This monograph provides novel insights into cognitive mechanisms underlying the processing of sound and music in different environments. A solid understanding of these mechanisms is vital for numerous technological applications such as for example information retrieval from distributed musical databases or building expert systems. In order to investigate the cognitive mechanisms of music perception fundamentals of hearing psychophysiology and principles of music perception are presented. In addition, some computational intelligence methods are reviewed, such as rough sets, fuzzy logic, artificial neural networks, decision trees and genetic algorithms. The applications of hybrid decision systems to problem solving in music and acoustics are exemplified and discussed on the basis of obtained experimental results.Each set contained 50% of all vectors, which meant that the representation of some instrument classes may be small whether others more numerous. ... Diagram of the two-stage musical instrument classification algorithm The aim of the first network was to identify the group of ... violin bassoon tenor trombone cello B flat clarinet French horn alto saxophone Tumpet oboe tuba Musical instrument No. ofanbsp;...


Title:Perception-Based Data Processing in Acoustics
Author: Bozena Kostek
Publisher:Springer Science & Business Media - 2005-08-19
ISBN-13:

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