Low-complexity predictive trellis coded quantization of wideband speech LSF parameters

In this paper, low-complexity block-constrained trellis coded quantization (BC-TCQ) structures are introduced, and a predictive BC-TCQ encoding method is developed for quantization of line spectrum frequencies (LSF) parameters for wideband speech coding applications. The performance is compared to the linear predictive coding (LPC) vector quantizers used in the AMR-WB (ITU-G.722.2) speech coding standard, demonstrating reduction in spectral distortion and significant reduction in encoding complexity.

[1]  Sangwon Kang,et al.  Safety-net pyramid VQ of LSF parameters for wideband speech codecs , 2001 .

[2]  Amir K. Khandani,et al.  Soft-decision decoding of fixed-rate entropy-coded trellis-coded quantizer over a noisy channel , 2004, IEEE Transactions on Vehicular Technology.

[3]  Y. Shoham Coding the line spectral frequencies by jointly optimized MA prediction and vector quantization , 1999, 1999 IEEE Workshop on Speech Coding Proceedings. Model, Coders, and Error Criteria (Cat. No.99EX351).

[4]  Kuldip K. Paliwal,et al.  Efficient vector quantization of LPC parameters at 24 bits/frame , 1990, [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing.

[5]  Thomas Eriksson,et al.  Exploiting interframe correlation in spectral quantization: a study of different memory VQ schemes , 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

[6]  Jan Skoglund,et al.  Predictive VQ for noisy channel spectrum coding: AR or MA? , 1997, 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[7]  S. P. Lloyd,et al.  Least squares quantization in PCM , 1982, IEEE Trans. Inf. Theory.

[8]  Nariman Farvardin,et al.  Quantizer design in LSP speech analysis-synthesis , 1988, IEEE J. Sel. Areas Commun..

[9]  Allen Gersho,et al.  Vector quantization and signal compression , 1991, The Kluwer international series in engineering and computer science.

[10]  Michael W. Marcellin,et al.  Trellis coded quantization of memoryless and Gauss-Markov sources , 1990, IEEE Trans. Commun..

[11]  F. Itakura Line spectrum representation of linear predictor coefficients of speech signals , 1975 .