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Sequential Adaptive Predictors for ADPCM Speech Encoders

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3 Author(s)
Xydeas, C.S. ; Loughborough Univ., Loughborough, England ; Evci, C.C. ; Steele, R.

The sequential gradient estimation predictor is compared in detail to the stochastic approximation predictor, and both are evaluated in an ADPCM codec. A switched predictor having two coefficients is then described for use in a DPCM-AQF codec. This predictor divides the range of the correlation coefficient of the speech signal into zones, and as the correlation coefficient changes zones, the predictor coefficients undergo a substantial modification. By this method the adaptation rate of the predictor is improved, particularly during transitions between unvoiced and voiced sounds.

Published in:

Communications, IEEE Transactions on  (Volume:30 ,  Issue: 8 )

Date of Publication:

Aug 1982

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