• DocumentCode
    705286
  • Title

    Noise suppression based on an analysis-synthesis approach

  • Author

    Chen, R.F. ; Chan, C.F. ; So, H.C.

  • Author_Institution
    Dept. of Electron. Eng., City Univ. of Hong Kong, Kowloon, China
  • fYear
    2010
  • fDate
    23-27 Aug. 2010
  • Firstpage
    1539
  • Lastpage
    1543
  • Abstract
    In noise suppression methods that are based on an analysis-synthesis approach, speech is enhanced by re-synthesis using acoustic cues extracted from harmonic noise model (HNM) analysis. In this paper, a complete analysis-synthesis framework using HNM is introduced and generalized for different noise conditions. Fine details in choosing and estimating HNM parameters are discussed. Techniques that contribute to robust estimation of HNM parameters are proposed. Evaluation results demonstrate the effectiveness of the proposed HNM-based noise suppression method in low signal-to-noise ratio environments.
  • Keywords
    signal denoising; speech enhancement; speech synthesis; HNM analysis; HNM-based noise suppression method; acoustic cue extraction; analysis-synthesis approach; harmonic noise model analysis; noise condition; re-synthesis; robust estimation; signal-to-noise ratio environment; speech enhancement; Estimation; Harmonic analysis; Noise measurement; Signal to noise ratio; Speech; Speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2010 18th European
  • Conference_Location
    Aalborg
  • ISSN
    2219-5491
  • Type

    conf

  • Filename
    7096559