Title :
Robust LPC parameter estimation in standard CELP 4800 bit/s speech coder
Author :
Markovic, M. ; Milosavljevic, M. ; Kovacevic, B. ; Veinovic, M.
Author_Institution :
Inst. of Appl. Math. & Electron., Belgrade, Yugoslavia
fDate :
2/1/1998 12:00:00 AM
Abstract :
In order to decrease LPC spectral degradation in the USA FED STD 1016 4.8 kbit/s CELP speech coder, application of a robust LPC parameter estimation is proposed. Robust LPC methods, based on Huber´s M-estimation theory and a heuristic sample-selective two-stage robust procedure, are considered. Comparative experimental analysis is carried out based on the cepstral distance, as an objective spectral measure. Presented experimental analyses justify the use of the robust LPC methods in the standard CELP 4800 bit/s speech coder, showing that the best results are obtained by using the combined sample-selective robust LPC procedure
Keywords :
cepstral analysis; code standards; linear predictive coding; parameter estimation; telecommunication standards; vocoders; 4800 bit/s; Huber´s M-estimation theory; LPC spectral degradation; USA FED STD 1016; cepstral distance; experimental analysis; heuristic sample-selective two-stage robust procedure; objective spectral measure; robust LPC parameter estimation; standard CELP 4800 bit/s speech coder;
Journal_Title :
Vision, Image and Signal Processing, IEE Proceedings -
DOI :
10.1049/ip-vis:19981633