• DocumentCode
    2826864
  • Title

    Low rate speech representation by vector quantizing transform components

  • Author

    Loizou, Philipos C. ; Spanias, Andreas S.

  • Author_Institution
    Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ, USA
  • fYear
    1991
  • fDate
    11-14 Jun 1991
  • Firstpage
    320
  • Abstract
    A transform-based system is described for vector quantizing speech at 4800 BPS. Multiple codebooks were used to quantize groups of harmonic components of speech, corresponding to different frequency bands. To ensure that the distortion caused by the vector quantizer at low frequencies was kept at a minimum, low-dimensionality codebooks were used. Furthermore, to reduce the errors of the FFT resolution, transform components, within the baseband and adjacent to the pitch-harmonic components, were also encoded and quantized by low-dimensionality codebooks. This was found to improve the quality of speech. Speech produced at 4800 BPS using this method was found to be of good quality, particularly for female speakers. This is because the number of harmonic components required for female (high-pitch) speakers is generally smaller than that required for male (low-pitch) speakers
  • Keywords
    bandwidth compression; data compression; encoding; speech analysis and processing; 4800 bit/s; CELP; FFT resolution; female speakers; frequency bands; harmonic components; harmonic components of speech; low rate speech; low-dimensionality codebooks; multiple codebooks; pitch-harmonic components; transform-based system; vector quantisation; vector quantizing speech; vector quantizing transform components; Fourier transforms; Frequency domain analysis; Frequency estimation; Power harmonic filters; Signal to noise ratio; Speech analysis; Speech coding; Speech synthesis; Testing; Vector quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1991., IEEE International Sympoisum on
  • Print_ISBN
    0-7803-0050-5
  • Type

    conf

  • DOI
    10.1109/ISCAS.1991.176338
  • Filename
    176338