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Perception-Based Data Processing in Acoustics: Applications to Music Information Retrieval and Psychophysiology of Hearing by Bozena Kostek

Perception-Based Data Processing in Acoustics: Applications to Music Information Retrieval and Psychophysiology of Hearing

by Bozena Kostek
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Book cover type: Paperback
  • ISBN13: 9783642065149
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 420
  • Original Price: EUR 149.99
  • Language: English
  • Edition: N/A
  • Item Weight: 654 grams
  • BISAC Subject(s): Applied, Artificial Intelligence / General, and Linguistics / General

From the Back Cover

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.

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