Incorporating perception into LSF quantization some experiments

In the context of vector quantization (VQ) of the line spectrum frequency (LSF) parameters, we determine experimentally a spectral distribution of quantization error perceived to be "balanced", i.e., error at all frequencies contributing equally, on average, to the perceived distortion. Quantizers which have a balanced distribution should outperform those which don't, given the same number of bits. We examine the spectral error distributions produced by various weighted Euclidean distance measures in the LSF domain and develop one which produces a quantizer having an approximately balanced distribution. This quantizer's performance is compared with that of others having different error distributions.

[1]  Kuldip K. Paliwal,et al.  Efficient vector quantization of LPC parameters at 24 bits/frame , 1993, IEEE Trans. Speech Audio Process..

[2]  T. E. Tremain,et al.  Perceptually Based Distortion Measurements For Spectrum Quantization , 1995, Proceedings. IEEE Workshop on Speech Coding for Telecommunications.

[3]  Thomas P. Barnwell,et al.  A 2.4 kbit/s MELP coder candidate for the new U.S. Federal Standard , 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

[4]  Samy A. Mahmoud,et al.  Efficient search and design procedures for robust multi-stage VQ of LPC parameters for 4 kb/s speech coding , 1993, IEEE Trans. Speech Audio Process..

[5]  Bhaskar D. Rao,et al.  Theoretical analysis of the high-rate vector quantization of LPC parameters , 1995, IEEE Trans. Speech Audio Process..