• DocumentCode
    2955671
  • Title

    A robust speech recognition system using FRM running spectrum filtering

  • Author

    Hayasaka, Noboru ; Wada, Naoya ; Yoshizawa, Shingo ; Miyanaga, Yoshikazu

  • Author_Institution
    Graduate Sch. of Eng., Hokkaido Univ., Sapporo, Japan
  • fYear
    2004
  • fDate
    2004
  • Firstpage
    401
  • Lastpage
    404
  • Abstract
    This report introduces a new approach of FRM technique for a robust speech recognition system. We have already developed intelligent filtering techniques for robust speech recognition. In this method, a conventional FIR band-pass filter is applied on speech running power spectrum. In order to improve recognition accuracy, the designed FIR filter becomes high order considerably. Using a FRM filter, we can develop a new robust speech recognition whose recognition ability is high enough and whose filtering order can be reduced. Using this new FRM filter, some speech recognition experiments are shown in this report.
  • Keywords
    FIR filters; band-pass filters; speech recognition; FIR band-pass filter; FRM running spectrum filtering; speech recognition system; Acoustic noise; Additive noise; Filtering; Finite impulse response filter; Fires; Hidden Markov models; Nonlinear filters; Robustness; Speech enhancement; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Communications and Signal Processing, 2004. First International Symposium on
  • Print_ISBN
    0-7803-8379-6
  • Type

    conf

  • DOI
    10.1109/ISCCSP.2004.1296313
  • Filename
    1296313