• DocumentCode
    2288210
  • Title

    A speech separation system that is robust to reverberation

  • Author

    Luo, H.Y. ; Denbigh, P.N.

  • Author_Institution
    Div. of Biomed. Eng., Sussex Univ., Brighton, UK
  • fYear
    1994
  • fDate
    13-16 Apr 1994
  • Firstpage
    339
  • Abstract
    A speech separation system has been built up that is self-supporting (i.e. does not require prior knowledge of pitch tracks obtained from the speech signals on their own as in the work of Stubbs and Summerfield, 1990), and is also robust to reverberation. A two-dimensional harmonic sieve that tracks harmonics in both amplitude and frequency has been developed. With the help sometimes of directional information in order to attribute the resulting pitch measurements to the appropriate speakers at times of pitch crossings or following breaks in voicing, reliable pitch tracking and accurate pitch extraction have been achieved in the present system. The present system can successfully extract one speech from mixed speech even when there are more than two overlapping speech signals
  • Keywords
    feature extraction; harmonics; reverberation; speech analysis and processing; speech intelligibility; amplitude; directional information; frequency; mixed speech; overlapping speech signals; pitch tracks; reverberation; robust; speakers; speech separation system; two-dimensional harmonic sieve; voicing; Biomedical engineering; Biomedical measurements; Data mining; Degradation; Frequency modulation; Reflection; Reverberation; Robustness; Speech; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Speech, Image Processing and Neural Networks, 1994. Proceedings, ISSIPNN '94., 1994 International Symposium on
  • Print_ISBN
    0-7803-1865-X
  • Type

    conf

  • DOI
    10.1109/SIPNN.1994.344897
  • Filename
    344897