Perception-Based Data Processing in Acoustics

副标题: Applications to Music Information Retrieval and Psychophysiology of Hearing (Studies in Computational Intelligence) ... (Studies in Computational Intelligence)

ISBN: 9783540257295

出版社: Springer

出版年: 2005-09-01

页数: 420

定价: USD 169.00

装帧: Hardcover

内容简介

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.