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Applying computational intelligence to musical acoustics

Autorzy
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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
The aim of this paper is to review some selected computational techniques that find application in acoustics and in particular to sound engineering. The presented research studies involved using artificial neural networks, rough set method, fuzzy logic, genetic algorithms and other soft computing techniques. The investigated problems are related to classification of musical instrument sounds, musical phrases recognition, intelligent music processing, computer control of classical pipe organ instruments, and quality assessment.
Rocznik
Strony
617--629
Opis fizyczny
Bibliogr. 25 poz., rys., tab.
Twórcy
autor
  • Gdańsk University of Technology Multimedia Systems Department Narutowicza 11/12, 80-952 Gdańsk, Poland
Bibliografia
  • [1] BAZAN J. G., NGUYEN H. S., SKOWRON A., SZCZUKA M., A view on rough set concept approximations, [in:] WANG G., LIU Q., YAO Y., SKOWRON A. [Eds.], Proc of RSFD. Lecture Notes in Computer Science 2639, Springer, Chongqing, 181–188, 2003.
  • [2] CADDY S., POLLARD H. F., Transient sounds in organ pipes, Acustica, 7, 227–280 (1957).
  • [3] KOSTEK B., Untersuchungen an Orgeltrakturen unter dem Aspekt musikalischer Artikulierung, [in:] Fortschritte Der Akustik, Teil A, DAGA ’92, Berlin, 245-248, 1992.
  • [4] KOSTEK B., Articulation-related features in the pipe organ sound, Archives of Acoustics, 22, 219–244 (1997).
  • [5] KOSTEK B., CZYŻEWSKI A., Representing musical instrument sounds for their automatic classification, J. Audio Eng. Soc., 49, 768–785 (2001).
  • [6] KOSTEK B., Soft Computing in acoustics, applications of neural networks, fuzzy logic and rough sets to musical acoustics, Physica Verlag, Heidelberg, New York 1999.
  • [7] KOSTEK B., Perception-based data processing in acoustics. Applications to music information retrieval and psychophysiology, Springer Verlag, Studies in Computational Intelligence, Berlin, Heidelberg, New York 2005.
  • [8] KOSTEK B., Application of soft computing to automatic music information retrieval, J. American Society for Information Science and Technology, 55, 12, 1108–1116 (2004).
  • [9] KOSTEK B., Musical instrument classification and duet analysis employing music information retrieval techniques, Proc. of the IEEE, 92, 4, 712–729 (2004).
  • [10] KOSTEK B., CZYŻEWSKI A., Processing of musical metadata employing Pawlak’s flow graphs, Rough Set Theory and Applications (RSTA), Transactions on rough sets, advances in rough sets, LNCS 3100, 1, 285–305 (2004).
  • [11] LINDSAY A. T., HERRE J., MPEG-7 and MPEG-7 audio – an overview, J. Audio Eng. Soc., 49, 7/8, 589–594 (2001).
  • [12] PAWLAK Z., Rough sets, J. Computer and Information Science, 11, 5 (1982).
  • [13] RAKOWSKI A., Opening transients in tones of the flute, Bull. Soc. Ami. Sc. et Lt., Poznań, B19, 147–161 (1976).
  • [14] RAKOWSKI A., Eine Analyse des Intonierungsvorganges bei Orgeln, Gravesaner Blätter, 15, 46–58 (1969).
  • [15] RAKOWSKI A., The application of organ sound in reverberation measurements in the concert hall of Warsaw Academy of Music, Archives of Acoustics, 2, 105–113 (1977).
  • [16] RAKOWSKI A., Measurements of pitch, J. of the Catgut Acoustical Society, 27, 11–29 (1977).
  • [17] RAKOWSKI A., Studies on musical pitch and timbre [in Polish], F. Chopin Music Academy,Warsaw 1999.
  • [18] TAKAGI T., SUGENO M., Fuzzy identification of systems and its application to modelling and control, IEEE Trans on Systems, Man and Cybernetics, 15, 116–132 (1985).
  • [19] TADEUSIEWICZ R., Sztuczne sieci neuronowe [in Polish], Akademicka Oficyna Wydawnicza RM, Warsaw 1993.
  • [20] WÓJCIK J., KOSTEK B., Intelligent methods for musical rhythm finding systems, [in:] Intelligent Technologies for Inconsistent Knowledge Processing (NGUYEN N. T., [Ed.]), 10, 11, 187–202, (2004).
  • [21] ZADEH L., Fuzzy sets, Information and Control, 8, 1965, 338–353 (1965).
  • [22] ZADEH L., KACPRZYK J. [Eds.], Fuzzy logic for the management of uncertainty, Wiley, New York 1992.
  • [23] ZURADA J., Introduction to artificial neural systems, West Publishing Comp., St. Paul, 1992.
  • [24] URL: http://ismir2006.ismir.net/ Music Information Retrieval website, 2006.
  • [25] URL: http://www.soft-computing.de/def.html (A Definition of Soft Computing – adapted from L.A. Zadeh), 2007.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-67a17729-e210-4d95-a95a-a180d7a5f791
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