• DocumentCode
    547630
  • Title

    Robust speech recognition using spectral subtraction and temporal structure normalization

  • Author

    Moradi, Naghmeh ; Nasersharif, Babak ; Akbari, Ahmad

  • Author_Institution
    Faculty of Engineering, University of Guilan, Rasht, Iran
  • fYear
    2011
  • fDate
    17-19 May 2011
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Filtering approaches in spectral domain and features domain have been shown their effectiveness for robust speech recognition. In this paper, we propose a two step filtering method. In the first step, spectral subtraction filter is applied to speech spectrum. In the second step, we design a temporal structure normalization filter in order to apply to features extracted from the filtered spectrum. Our results on Aurora 2 show that the proposed method has higher recognition rate than both of spectral subtraction and temporal filtering methods.
  • Keywords
    Finite impulse response filter; Mel frequency cepstral coefficient; Noise; Robustness; Speech; Speech processing; Speech recognition; Robust speech recognition; spectral subtraction; temporal structure normalization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering (ICEE), 2011 19th Iranian Conference on
  • Conference_Location
    Tehran, Iran
  • Print_ISBN
    978-1-4577-0730-8
  • Electronic_ISBN
    978-964-463-428-4
  • Type

    conf

  • Filename
    5955518