• DocumentCode
    610432
  • Title

    T-Music: A melody composer based on frequent pattern mining

  • Author

    Cheng Long ; Wong, Raymond Chi-Wing ; Sze, R.K.W.

  • Author_Institution
    Hong Kong Univ. of Sci. & Technol., Hong Kong, China
  • fYear
    2013
  • fDate
    8-12 April 2013
  • Firstpage
    1332
  • Lastpage
    1335
  • Abstract
    There are a bulk of studies on proposing algorithms for composing the melody of a song automatically with algorithms, which is known as algorithmic composition. To the best of our knowledge, none of them took the lyric into consideration for melody composition. However, according to some recent studies, within a song, there usually exists a certain extent of correlation between its melody and its lyric. In this demonstration, we propose to utilize this type of correlation information for melody composition. Based on this idea, we design a new melody composition algorithm and develop a melody composer called T-Music which employs this composition algorithm.
  • Keywords
    data mining; music; T-Music; algorithmic composition; correlation information; frequent pattern mining; melody composer; melody composition algorithm; Algorithm design and analysis; Automata; Buildings; Correlation; Databases; Probabilistic logic; Stress; frequent pattern mining; melody composition; probabilistic automaton;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Engineering (ICDE), 2013 IEEE 29th International Conference on
  • Conference_Location
    Brisbane, QLD
  • ISSN
    1063-6382
  • Print_ISBN
    978-1-4673-4909-3
  • Electronic_ISBN
    1063-6382
  • Type

    conf

  • DOI
    10.1109/ICDE.2013.6544937
  • Filename
    6544937