• DocumentCode
    230207
  • Title

    A modified Wiener filter suitable for separation of individual instrumental sounds in monaural music signals

  • Author

    Fukayama, Yukio

  • Author_Institution
    Dept. of Electr. Syst. Eng., Hiroshima Inst. of Technol., Hiroshima, Japan
  • fYear
    2014
  • fDate
    24-26 June 2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    A FIR filter which is suitable for distilling sound of a part played by a particular instrument from a music ensemble is discussed in this report. The filter separates a monaural music signal into individual tones of every pitch with a particular timbre, the combination of which provides melodies played by an instrument. A mixture of strongly correlated signals such as the same pitch tones by different instruments can be processed by the proposed FIR filter to separate them which is modified from the discrete-time Wiener filter combined with a window and an evaluation method of current statistics of the mixture in the frequency-domain.
  • Keywords
    Wiener filters; correlation methods; frequency-domain analysis; music; source separation; FIR filter; correlated signals; discrete-time Wiener filter; evaluation method; frequency-domain; individual instrumental sound separation; monaural music signal separation; monaural music signals; music ensemble; sound distillation; Correlation; Instruments; Maximum likelihood detection; Multiple signal classification; Music; Standards; Wiener filters; monaural signal separation; music signal processing; statistical least squares; time-domain design;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Norbert Wiener in the 21st Century (21CW), 2014 IEEE Conference on
  • Conference_Location
    Boston, MA
  • Type

    conf

  • DOI
    10.1109/NORBERT.2014.6893934
  • Filename
    6893934