Soft Computing in Acoustics

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

Bozena Kostek (Autor)

Buch | Hardcover

XV, 244 Seiten

1999 | 1999
Physica (Verlag)
978-3-7908-1190-2 (ISBN)

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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	29.3.1999
Reihe/Serie	Studies in Fuzziness and Soft Computing
Zusatzinfo	XV, 244 p.
Verlagsort	Heidelberg
Sprache	englisch
Maße	155 x 235 mm
Gewicht	396 g
Themenwelt	Naturwissenschaften ► Physik / Astronomie ► Mechanik
Schlagworte	acoustics • Akustik • algorithms • Fuzzy Logic • Fuzzy-Logik • Fuzzy-Logik / Unscharfe Logik • Fuzzy Set • HC/Physik, Astronomie/Mechanik, Akustik • learning algorithm • Neural networks • Rough Set-Theorie • Soft Computing • Sound Engineering • Tontechnik • Tontechnik/Tonstudiotechnik
ISBN-10	3-7908-1190-4 / 3790811904
ISBN-13	978-3-7908-1190-2 / 9783790811902
Zustand	Neuware