Soft Computing in Acoustics Applications of Neural Networks, Fuzzy L

Applications of some selected soft computing methods to acoustics and sound engineering are presented in this book. The aim of this research study is the implementation of soft computing methods to musical signal analysis and to the recognition of musical

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Studies in Fuzziness and Soft Computing Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Seiences ul. Newelska 6 01-447 Warsaw, Poland E-mail: [email protected] Vol. 3. A. Geyer-Schulz Fuzzy Ru/e-Based Expert Systems and Genetic Machine Leaming, 2nd ed. 1996 ISBN 3-7908-0964-0

Vol. 14. E. Hisdal Logical Structures for Representation of Knowledge and Uncertainty, 1998 ISBN 3-7908-1056-8

Vol. 4. T. Onisawa and J. Kacprzyk (Eds.) Reliability and Safety Analyses under Fuzziness, 1995 ISBN 3-7908-0837-7

Vol. 15. G.J. Klir and M.J. Wiennan Uncertainty-Based Information, 1998 ISBN 3-7908-1073-8

Vol. 5. P. Bosc and J. Kacprzyk (Eds.) Fuzziness in Database Management Systems, 1995 ISBN 3-7908-0858-X Vol. 6. E. S. Lee and Q. Zhu Fuzzy and Evidence Reasoning, 1995 ISBN 3-7908-0880-6 Vol. 7. B.A. Juliano and W. Bandler Tracing Chains-of-Thought, 1996 ISBN 3-7908-0922-5 Vol. 8. F. Herrera and J. L. Verdegay (Eds.) Genetic Algorithms and Soft Computing, 1996, ISBN 3-7908-0956-X Vol. 9. M. Sato et al. Fuzzy Clustering Models and Applications, 1997, ISBN 3-7908-1026-6 Vol. 10. L. C. Jain (Ed.) Soft Computing Techniques in Knowledge-based Intelligent Engineering Systems, 1997, ISBN 3-7908-1035-5 Vol. II. W. Mielczarski (Ed.) Fuzzy Logic Techniques in Power Systems, 1998, ISBN 3-7908-1044-4 Vol. 12. B. Bouchon-Meunier (Ed.) Aggregation and Fusion of lmpeifect Information, 1998 ISBN 3-7908-1048-7 Vol. 13. E. Orlowska (Ed.) lncomp/ete Information: Rough Set Analysis, 1998 ISBN 3-7908-1049-5

Vol. 16. D. Driankov and R. Palm (Eds.) Advances in Fuzzy Contro/, 1998 ISBN 3-7908-1090-8 Vol. 17. L. Reznik, V. Dimitrov and J. Kacprzyk (Eds.) Fuzzy Systems Design, 1998 ISBN 3-7908-1118-1 Vol. 18. L. Polkowski and A. Skowron (Eds.) Rough Sets in Knowledge Discovery 1, 1998, ISBN 3-7908-1119-X Vol. 19. L. Polkowski and A. Skowron (Eds.) Rough Sets in Knowledge Discovery 2, 1998, ISBN 3-7908-1120-3

Vol. 20. J.N. Mordeson and P.S. Nair Fuzzy Mathematics, 1998 ISBN 3-7908-1121-1 Vol. 21. L.C. Jain and T. Fukuda (Eds.) Soft Computing for Intelligent Robotic Systems, 1998 ISBN 3-7908-1147-5 Vol. 22. J. Cardoso and H. Camargo (Eds.) Fuzziness in Petri Nets, 1999 ISBN 3-7908-1158-0 Vol. 23. P. S. Szczepaniak (Ed.) Computationa/lntelligence and Applications, 1999 ISBN 3-7908-1161-0 Vol. 24. E. Ortowska (Ed.) Logic at Work, 1999 ISBN 3-7908-1164-5

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Bozena Kostek

Soft Computing in Acoustics Applications of Neural Networks, Fuzzy Logic and Rough Sets to Musical Acoustics

With 118 Figures and 84 Tables

Springer-Verlag Berlin Beideiberg GmbH

Dr. Boiena Kostek Sound Engineering Department Faculty of Electronics, Telecommunications & lnformatics Technical University of Gdari.sk ul. Narutowicza 11112 80-952 Gdari.sk Poland E-mail: [email protected]

Cataloging-in-Publication Data applied for Die Deutsche Bibliothek - CIP-Einheitsaufnahme Kostek, Bozena: Soft computing in acoustics: applications of neural networks, fuzzy logic and rough sets to musical acoustics; with 84 tables