• DocumentCode
    730076
  • Title

    Novel audio features for capturing tempo salience in music recordings

  • Author

    Thoshkahna, Balaji ; Muller, Meinard ; Kulkarni, Venkatesh ; Jiang, Nanzhu

  • Author_Institution
    Fraunhofer Inst. for Integrated Circuits IIS, Erlangen, Germany
  • fYear
    2015
  • fDate
    19-24 April 2015
  • Firstpage
    181
  • Lastpage
    185
  • Abstract
    In music compositions, certain parts may be played in an improvisational style with a rather vague notion of tempo, while other parts are characterized by having a clearly perceivable tempo. Based on this observation, we introduce in this paper some novel audio features for capturing tempo-related information. Rather than measuring the specific tempo of a local section of a given recording, our objective is to capture the existence or absence of a notion of tempo, a kind of tempo salience. By a quantitative analysis within an Indian music scenario, we demonstrate that our audio features capture the aspect of tempo salience well, while being independent of continuous fluctuations and local changes in tempo.
  • Keywords
    acoustic signal processing; musical acoustics; Indian music scenario; capturing tempo salience; music recordings; novel audio features; tempo salience; tempro-related information; Data mining; Frequency modulation; Indexes; Multiple signal classification; Music information retrieval; Rhythm; Analysis; Audio; Classification; Music; Salience; Segmentation; Tempo;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
  • Conference_Location
    South Brisbane, QLD
  • Type

    conf

  • DOI
    10.1109/ICASSP.2015.7177956
  • Filename
    7177956