• DocumentCode
    2218154
  • Title

    Use of Continuous Wavelet-like Transform in automated music transcription

  • Author

    Paradzinets, Aliaksandr ; Harb, Hadi ; Liming Chen

  • Author_Institution
    Dept. Math. Inf., Ecole Centrale de Lyon, Ecully, France
  • fYear
    2006
  • fDate
    4-8 Sept. 2006
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper describes an approach to the problem of automated music transcription. The Continuous Wavelet-like Transform is used as a basic time-frequency analysis of a musical signal due to its flexibility in time-frequency resolutions. The signal is then sequentially modeled by a number of tone harmonic structures; on each iteration a dominant harmonic structure is considered to be a pitch candidate. The transcription performance is measured on test data generated by MIDI wavetable synthesis both from MIDI files and played on a keyboard. Three cases: monophonic, polyphonic and complicated polyphonic are examined.
  • Keywords
    audio signal processing; iterative methods; music; time-frequency analysis; wavelet transforms; MIDI wavetable synthesis; automated music transcription; continuous wavelet-like transform; dominant harmonic structure; musical signal analysis; time-frequency analysis; time-frequency resolutions; tone harmonic structures; Continuous wavelet transforms; Harmonic analysis; Instruments; Power harmonic filters; Signal resolution; Spectrogram; Time-frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2006 14th European
  • Conference_Location
    Florence
  • ISSN
    2219-5491
  • Type

    conf

  • Filename
    7071319