• DocumentCode
    2425292
  • Title

    Generalized predictive trellis coded quantization of speech

  • Author

    Marcellin, Michael W. ; Fischer, Thomas R.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Arizona Univ., Tucson, AZ, USA
  • fYear
    1989
  • fDate
    22-24 March 1989
  • Firstpage
    144
  • Lastpage
    148
  • Abstract
    Trellis-coded quantization (TCQ) is incorporated into a generalized predicted (noise feedback) structure for encoding sampled speech. Adaptive residual encoding and adaptive prediction are used to obtain signal-to-noise ratios (SNR) in the range of 17.5 to 21.5 dB for encoding sampled speech with 2 bits/sample (16 kb/s). Spectral noise shaping is achieved with this coding structure by using a bandwidth-expanded version of the predictor as a noise feedback filter. This has the effect of reducing the SNR of the encoding by a small amount but improving the perceptual quality of the reconstructed speech. The result is of excellent communications quality. A modified Viterbi algorithm is used for the trellis search to allow flexibility in the choice of symbol release rule. The effects of varying the encoding delay and the number of symbols released per trace-back on system performance and complexity are investigated. It is shown that excellent SNR performance can be obtained with modest encoding delays.<>
  • Keywords
    analogue-digital conversion; encoding; speech analysis and processing; 16 Kbit/s; 17.5 to 21.5 dB; Viterbi algorithm; adaptive prediction; adaptive residual encoding; complexity; generalised predicted structure; noise feedback filter; perceptual quality; predictor; signal-to-noise ratios; spectral noise shaping; speech analysis; system performance; trellis coded quantization; Delay effects; Encoding; Feedback; Filters; Noise shaping; Quantization; Signal to noise ratio; Speech enhancement; System performance; Viterbi algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers and Communications, 1989. Conference Proceedings., Eighth Annual International Phoenix Conference on
  • Conference_Location
    Scottsdale, AZ, USA
  • Print_ISBN
    0-8186-1918-x
  • Type

    conf

  • DOI
    10.1109/PCCC.1989.37376
  • Filename
    37376