Musical Instrument Separation Applied to Music Genre Classification . Separacja instrumentów muzycznych w zastosowaniu do rozpoznawania gatunków muzycznych - Publication - Bridge of Knowledge

Search

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

Citations

  • 2

    CrossRef

  • 0

    Web of Science

  • 0

    Scopus

Cite as

Full text

full text is not available in portal

Keywords

Details

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

seen 108 times

Recommended for you

Meta Tags