Soft Computing in Acoustics - Bozena Kostek

Soft Computing in Acoustics

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

(Autor)

Buch | Softcover
XV, 244 Seiten
2014 | 1999
Physica (Verlag)
978-3-662-13005-6 (ISBN)
106,99 inkl. MwSt
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 sounds and phrases. Accordingly, some methods based on such learning algorithms as neural networks, rough sets and fuzzy-logic were conceived, implemented and tested. Additionally, the above-mentioned methods were applied to the analysis and verification of subjective testing results. The last problem discussed within the framework of this book was the problem of fuzzy control of the classical pipe organ instrument.
The obtained results show that computational intelligence and soft computing may be used for solving some vital problems in both musical and architectural acoustics.

1. Introduction.- 2. Some Selected Soft Computing Tools and Techniques.- 3. Preprocessing of Acoustical Data.- 4. Automatic Classification of Musical Instrument Sounds.- 5. Automatic Recognition of Musical Phrases.- 6. Intelligent Processing of Test Results.- 7. Control Applications.- 8. Conclusions.- 9. References.

Erscheint lt. Verlag 18.4.2014
Reihe/Serie Studies in Fuzziness and Soft Computing
Zusatzinfo XV, 244 p.
Verlagsort Heidelberg
Sprache englisch
Maße 210 x 279 mm
Gewicht 621 g
Themenwelt Naturwissenschaften Physik / Astronomie Mechanik
Schlagworte acoustics • Akustik • algorithms • Fuzzy Logic • Fuzzy Set • learning algorithm • Neural networks • Soft Computing • Sound Engineering • Tontechnik
ISBN-10 3-662-13005-X / 366213005X
ISBN-13 978-3-662-13005-6 / 9783662130056
Zustand Neuware
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