Perception-Based Data Processing in Acoustics Applications to Music Information Retrieval and Psychophysiology /

The objective of the monograph is to provide novel insights into cognitive mechanisms underlying 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 distribu...

Full description

Bibliographic Details
Main Author: Kostek, Bożena (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005.
Series:Studies in Computational Intelligence, 3
Subjects:
Online Access:Full Text via HEAL-Link
Description
Summary:The objective of the monograph is to provide novel insights into cognitive mechanisms underlying 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 underlying 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 in this book and discussed on the basis of obtained experimental results.
Physical Description:XVI, 420 p. 154 illus., 8 illus. in color. online resource.
ISBN:9783540324010
ISSN:1860-949X ;