• DocumentCode
    3624172
  • Title

    Real-time genre classification for music digital libraries

  • Author

    David Tcheng;Andreas F. Ehmann;J. Stephen Downie

  • Author_Institution
    University of Illinois at Urbana-Champaign
  • fYear
    2005
  • fDate
    6/1/2005 12:00:00 AM
  • Firstpage
    377
  • Lastpage
    377
  • Abstract
    This paper describes a real-time audio-based automatic music genre classifier for use in organizing, browsing, and searching musical digital libraries. A decision tree classifier trained on a 40-dimension feature space is used to categorize music into one of 14 different genres with the results being displayed to a continuously updating user interface
  • Keywords
    "Software libraries","Testing","Decision trees","Organizing","Classification tree analysis","Humans","Feature extraction","Information science","Computer applications","Application software"
  • Publisher
    ieee
  • Conference_Titel
    Digital Libraries, 2005. JCDL ´05. Proceedings of the 5th ACM/IEEE-CS Joint Conference on
  • Print_ISBN
    1-58113-876-8
  • Type

    conf

  • DOI
    10.1145/1065385.1065480
  • Filename
    4118580
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3624172