• DocumentCode
    448903
  • Title

    SIMAC: semantic interaction with music audio contents

  • Author

    Herrera, Perfecto ; Bello, Juna ; Widmer, Gerhard ; Sandler, Mark ; Celma, Oscar ; Vignoli, Fabio ; Pampalk, Elias ; Cano, Pedro ; Pauws, Steffen ; Serra, Xavier

  • Author_Institution
    Univ. Pompeu Fabra, Barcelona, Spain
  • fYear
    2005
  • fDate
    Nov. 30 2005-Dec. 1 2005
  • Firstpage
    399
  • Lastpage
    406
  • Abstract
    The SIMAC project addresses the study and development of innovative components for a music information retrieval system. The key feature is the usage and exploitation of semantic descriptors of musical content that are automatically extracted from music audio files. These descriptors are generated in two ways: as derivations and combinations of lower-level descriptors and as generalizations induced from manually annotated databases by the intensive application of machine learning. The project aims also towards the empowering (i.e. adding value, improving effectiveness) of music consumption behaviours, especially of those that are guided by the concept of similarity.
  • Keywords
    audio signal processing; information retrieval; learning (artificial intelligence); music; SIMAC project; innovative components; machine learning; manually annotated databases; music audio contents; music audio files; music information retrieval system; musical content; semantic descriptors; semantic interaction;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Integration of Knowledge, Semantics and Digital Media Technology, 2005. EWIMT 2005. The 2nd European Workshop on the (Ref. No. 2005/11099)
  • Conference_Location
    London
  • ISSN
    0537-9989
  • Print_ISBN
    0-86341-595-4
  • Type

    conf

  • Filename
    1576040