• DocumentCode
    3289809
  • Title

    A Speech Enhancement Preprocessor for Low Bit Rate Speech Coding

  • Author

    Zhao, Hanwu ; Zou, Xia

  • Author_Institution
    Dept. of Avionic Eng., First Aeronaut. Inst. of Air Force, Xinyang, China
  • fYear
    2009
  • fDate
    16-17 May 2009
  • Firstpage
    443
  • Lastpage
    445
  • Abstract
    For speech enhancement before low bit rate speech coding in adverse environments, an improved noise estimation approach is proposed to keep speech enhancement performance with lower complexity. First, the noisy speech is transformed into Bark domain and the minima values are tracked. Then, these values are applied to control the smoothing factor of recursive averaging in noise estimator. The proposed approach, based on perceptual model, makes full use of the correlation among frequency bins in the same Bark band to track noise better. Furthermore, the approach has low complexity. The simulation results show that the proposed approach can suppress noise effectively with low speech distortion, and the synthesis speech of 2400 bps MELP (Mixed-Excitation Linear Predictive) vocoder with proposed noise estimation has better speech quality in adverse environments.
  • Keywords
    speech coding; speech enhancement; frequency bins; mixed-excitation linear predictive vocoder; noise estimation; speech coding; speech enhancement; speech quality; Bit rate; Frequency; Predictive models; Recursive estimation; Smoothing methods; Speech coding; Speech enhancement; Speech synthesis; Vocoders; Working environment noise; minimum statistics; noise estimation; speech coding; speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits, Communications and Systems, 2009. PACCS '09. Pacific-Asia Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-0-7695-3614-9
  • Type

    conf

  • DOI
    10.1109/PACCS.2009.60
  • Filename
    5232381