• DocumentCode
    2941780
  • Title

    Coherent modulation spectral filtering for single-channel music source separation

  • Author

    Atlas, Les ; Janssen, Christiaan

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Washington, Seattle, WA, USA
  • Volume
    4
  • fYear
    2005
  • fDate
    18-23 March 2005
  • Abstract
    Modulation spectral filtering, if effective and distortion-free, would offer a new tool for signal modification. Previous approaches to modulation spectral filtering, which made use of incoherent detection of real and positive modulating envelopes for each frequency sub-band, have not offered effective and distortion-free signal modification. Based upon a recent observation that the modulating envelopes are potentially complex, coherent detection is instead proposed. Details are provided for accurate carrier estimation, and tests on both synthetic signals and music, show that modulation filtering is indeed distortion-free. The coherent modulation filtering method is applied to single-channel music sound source separation with promising results for music and other signal separation and modification applications.
  • Keywords
    FIR filters; audio signal processing; frequency estimation; low-pass filters; modulation; music; signal detection; source separation; spectral analysis; carrier estimation; coherent detection; coherent modulation spectral filtering; distortion-free filtering; single-channel music source separation; Acoustic distortion; Acoustic signal detection; Attenuation; Envelope detectors; Filtering; Frequency modulation; Multiple signal classification; Music; Nonlinear filters; Source separation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8874-7
  • Type

    conf

  • DOI
    10.1109/ICASSP.2005.1416045
  • Filename
    1416045