• DocumentCode
    2802639
  • Title

    Melody line estimation in homophonic music audio signals based on temporal-variability of melodic source

  • Author

    Tachibana, Hideyuki ; Ono, Takuma ; Ono, Nobutaka ; Sagayama, Shigeki

  • Author_Institution
    Grad. Sch. of Inf. Sci. & Technol., Univ. of Tokyo, Tokyo, Japan
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    425
  • Lastpage
    428
  • Abstract
    Estimation of melody line in homophonic music audio signals is a challenging subject of study. Some of the difficulties are derived from presence of accompanying components. To overcome those difficulties, we propose a method to enhance melodic components in music audio signals. The enhancement algorithm uses fluctuation and shortness of melodic components, which we call temporal-variability. We also discuss a melody tracking algorithm, which can be simple thanks to the preprocessing. In this paper, we describe the enhancement method and tracking method, and show the experimental results that supports the efficiency of our methods.
  • Keywords
    acoustic signal processing; audio signals; musical acoustics; homophonic music audio signals; melodic component enhancement; melodic source; melody line estimation; melody tracking algorithm; temporal-variability; Acoustic noise; Anisotropic magnetoresistance; Bandwidth; Fluctuations; Humans; Information science; Multiple signal classification; Rhythm; Spectrogram; Time frequency analysis; harmonic-percussive sound separation; melodic component enhancement; melody transcription; temporal-variability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495764
  • Filename
    5495764