Title :
An interpretation of the log likelihood ratio as a measure of waveform coder performance
Author :
Crochiere, Ronald E. ; Tribolet, Jose M. ; Rabiner, Lawrence R.
Author_Institution :
AT&T Bell Laboratories, Murray Hill, NJ, USA
fDate :
6/1/1980 12:00:00 AM
Abstract :
The log likelihood measure has been widely used in speech research for comparing speech signals. Recently, it has been proposed as a measure for assessing the quality of coded speech. In this paper we present an interpretation of the log likelihood ratio measure within the theoretical framework of a waveform coder distortion model. We then discuss the implications of this interpretation and show how it can be applied to the formulation of better objective measures of waveform coder performance.
Keywords :
Acoustic distortion; Acoustic measurements; Design optimization; Distortion measurement; Filters; Length measurement; Linear predictive coding; Noise measurement; Speech analysis; Speech processing;
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on
DOI :
10.1109/TASSP.1980.1163417