• DocumentCode
    1749612
  • Title

    PLP coefficients can be quantized at 400 bps

  • Author

    Gunawan, Wira ; Hasegawa-Johnson, Mark

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
  • Volume
    1
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    77
  • Abstract
    Previous work in wireless speech recognition has focused on two methods, namely, quantizing recognition features (e.g. MFCC) or performing recognition using speech coding parameters (e.g. LPC). All of this previous research assumes that the communication channel is only large enough to transmit either speech coding parameters or speech recognition parameters. By contrast, we propose that the speech recognition parameters can be quantized at a rate sufficiently low to allow transmission of both speech coding and speech recognition parameters over a standard cellular channel. In particular, the paper shows that the perceptual LPC (PLP) coefficients can be transmitted at 400 bps with an insignificant loss of digit recognition accuracy
  • Keywords
    cellular radio; dynamic programming; linear predictive coding; quantisation (signal); speech coding; speech recognition; 400 bit/s; perceptual linear predictive coding; quantization; speech coding parameters; speech recognition parameters; standard cellular channel; wireless speech recognition; Automatic speech recognition; Base stations; Cellular phones; Decoding; Humans; Linear predictive coding; Speech analysis; Speech coding; Speech recognition; Speech synthesis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
  • Conference_Location
    Salt Lake City, UT
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7041-4
  • Type

    conf

  • DOI
    10.1109/ICASSP.2001.940771
  • Filename
    940771