ROBUST LPC PARAMETER-ESTIMATION IN STANDARD CELP 4800 BIT S SPEECH CODER/

Citation
M. Markovic et al., ROBUST LPC PARAMETER-ESTIMATION IN STANDARD CELP 4800 BIT S SPEECH CODER/, IEE proceedings. Vision, image and signal processing, 145(1), 1998, pp. 19-22
Citations number
10
Categorie Soggetti
Engineering, Eletrical & Electronic
ISSN journal
1350245X
Volume
145
Issue
1
Year of publication
1998
Pages
19 - 22
Database
ISI
SICI code
1350-245X(1998)145:1<19:RLPISC>2.0.ZU;2-R
Abstract
In order to decrease LPC spectral degradation in the USA FED STD 1016 4.8kbit/s CELP speech coder, application of a robust LPC parameter est imation is proposed. Robust LPC methods, based on Huber's M-estimation theory and a heuristic sample-selective two-stage robust procedure: a re 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 procedu re.