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Musical Instrument Separation Applied to Music Genre Classification . Separacja instrumentów muzycznych w zastosowaniu do rozpoznawania gatunków muzycznych
Abstract
This paper outlines first issues related to music genre classification and a short description of algorithms used for musical instrument separation. Also, the paper presents proposed optimization of the feature vectors used for music genre recognition. Then, the ability of decision algorithms to properly recognize music genres is discussed based on two databases. In addition, results are cited for another database with regard to the efficiency of the feature vector. Key words: Music Information Retrieval; musical instrument separation; music genre classification; decision systems
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- Category:
- Conference activity
- Type:
- publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
- Title of issue:
- W : Foundations of Intelligent Systems strony 420 - 430
- Language:
- English
- Publication year:
- 2015
- Bibliographic description:
- Rosner A., Kostek B.: Musical Instrument Separation Applied to Music Genre Classification . Separacja instrumentów muzycznych w zastosowaniu do rozpoznawania gatunków muzycznych// W : Foundations of Intelligent Systems/ ed. Esposito F., Pivert O., Hacid M-S., Raś W.Z., Ferilli S. (eds.) : Springer, 2015, s.420-430
- DOI:
- Digital Object Identifier (open in new tab) 10.1007/978-3-319-25252-0_45
- Verified by:
- Gdańsk University of Technology
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