Chapter 8. Linear Prediction Models

  1. Saeed V. Vaseghi Professor

Published Online: 18 MAR 2009

DOI: 10.1002/9780470740156.ch8

Advanced Digital Signal Processing and Noise Reduction, Fourth Edition

Advanced Digital Signal Processing and Noise Reduction, Fourth Edition

How to Cite

Vaseghi, S. V. (2008) Linear Prediction Models, in Advanced Digital Signal Processing and Noise Reduction, Fourth Edition, John Wiley & Sons, Ltd, Chichester, UK. doi: 10.1002/9780470740156.ch8

Author Information

  1. Department of Electronics & Computer Engineering, Brunel University, London, UK

Publication History

  1. Published Online: 18 MAR 2009
  2. Published Print: 6 FEB 2008

ISBN Information

Print ISBN: 9780470754061

Online ISBN: 9780470740156

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Keywords:

  • linear prediction (LP) models;
  • linear prediction coding;
  • LP model in speech processing;
  • linear predictor and pole–zero position and frequency response;
  • forward, backward and lattice predictors;
  • Levinson–Durbin algorithm;
  • short-term and long-term predictors;
  • predictor coefficient MAP estimation;
  • formant-tracking LP models

Summary

This chapter contains sections titled:

  • Linear Prediction Coding

  • Forward, Backward and Lattice Predictors

  • Short-Term and Long-Term Predictors

  • MAP Estimation of Predictor Coefficients

  • Formant-Tracking LP Models

  • Sub-Band Linear Prediction Model

  • Signal Restoration Using Linear Prediction Models

  • Summary

  • Bibliography