Perception-Based Data Processing in Acoustics

Applications to Music Information Retrieval and Psychophysiology of Hearing
2005
ISBN: 978-3-540-25729-5
Verlag: Springer Berlin Heidelberg

Buch, Englisch, Band 3, 420 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 822 g

Reihe: Studies in Computational Intelligence

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.

Zielgruppe

Research

Autoren/Hrsg.

Kostek, Bozena

Fachgebiete

• Mathematik | Informatik EDV | Informatik Professionelle Anwendung Computer-Aided Design (CAD)
• Geisteswissenschaften Sprachwissenschaft Psycholinguistik, Neurolinguistik, Kognition
• Naturwissenschaften Physik Mechanik Akustik, Schwingungsanalyse
• Sozialwissenschaften Psychologie Allgemeine Psychologie Kognitionspsychologie
• Technische Wissenschaften Technik Allgemein Mathematik für Ingenieure
• Technische Wissenschaften Technik Allgemein Computeranwendungen in der Technik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
• Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Wissenschaft & Technologie
• Geisteswissenschaften Sprachwissenschaft Computerlinguistik, Korpuslinguistik