• DocumentCode
    1654450
  • Title

    Optimizing coherent demodulation for improved separation of overlapping sources

  • Author

    Sell, Gregory

  • Author_Institution
    Electr. & Comput. Eng. Dept., Univ. of Maryland, College Park, MD, USA
  • fYear
    2013
  • Firstpage
    901
  • Lastpage
    904
  • Abstract
    The complex modulators of coherent demodulation make the algorithm a natural fit for source separation, but the overlapping bands typically found in real audio mixtures present interference problems for the algorithm. This paper proposes reframing coherent demodulation as an optimization problem that distributes the energy in overlapping bands according to an optimally low-frequency strategy. The extension is shown to improve separation for sinewave mixtures and for mixtures of speech and music.
  • Keywords
    audio signal processing; music; optimisation; source separation; speech processing; audio mixture; complex modulator; interference problem; music signal; optimally low frequency strategy; optimization problem; overlapping source separation; reframing coherent demodulation; sinewave mixture; speech signal; Demodulation; Frequency modulation; Optimization; Source separation; Speech; Speech processing; Modulation; Optimization methods; Source separation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
  • Conference_Location
    Vancouver, BC
  • ISSN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2013.6637779
  • Filename
    6637779