• DocumentCode
    718463
  • Title

    Parameter optimization of the single channel late reverberation suppression technique

  • Author

    Prodeus, Arkadiy

  • Author_Institution
    Acoust. & Electroacoust. Dept., NTUU KPI, Kiev, Ukraine
  • fYear
    2015
  • fDate
    21-24 April 2015
  • Firstpage
    269
  • Lastpage
    274
  • Abstract
    Refined recommendations for choosing optimal, in the sense of automatic speech recognition (ASR) accuracy maximum, parameters of the late reverberation suppression technique, have been proposed in this paper. It was shown that best value of boundary between early reflections and late reverberation approximates to 100 ms for ASR systems. It was shown also that, when estimating late reverberation power spectrum, an optimal value of averaging constant should be associated with statistical speech constants such as phoneme and stationarity durations. Several speech quality indicators were used also, and it was found that recognition accuracy is the best indicator in the sense of ability to inform the user about reached compromise between reverberation suppression and speech distortion.
  • Keywords
    acoustic distortion; echo suppression; reverberation; speech recognition; statistical analysis; ASR systems; automatic speech recognition; early reflections; late reverberation suppression technique; phoneme; speech distortion; speech quality indicators; stationarity durations; statistical speech constants; Accuracy; Conferences; Distortion; Noise; Reverberation; Speech; Speech recognition; late reverberation; optimal; parameters; speech enhancing; speech quality; speech recognition accuracy; suppression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics and Nanotechnology (ELNANO), 2015 IEEE 35th International Conference on
  • Conference_Location
    Kiev
  • Type

    conf

  • DOI
    10.1109/ELNANO.2015.7146889
  • Filename
    7146889