Title :
Time delay estimation for objective quality evaluation of low bit-rate coded speech with noisy channel conditions
Author :
Tallak, S. ; Kubichek, R. ; Schroeder, J.
Author_Institution :
Dept. of Electr. Eng., Wyoming Univ., Laramie, WY, USA
Abstract :
The paper investigates the effectiveness of several time alignment algorithms for application to objective speech quality estimation. The alignment issue is a common problem in objective speech quality research since proper alignment is important for obtaining accurate objective scores. Tallak et al. (1992) applied selected algorithms to synthetically distorted speech. The present paper extends these results by applying the algorithms to speech processed through the Federal Standard CELP 4800 bps coding algorithm. Simulated channel conditions introduce random and burst bit errors to further degrade speech quality. Algorithm performance is gauged by applying objective quality algorithms based on cepstral and mel-cepstral distance. Correlation coefficients between objective and subjective diagnostic acceptability measure (DAM) scores are used to determine effectiveness of the delay estimators
Keywords :
array signal processing; correlation methods; linear predictive coding; parameter estimation; random processes; speech coding; 4800 bit/s; DAM scores; Federal Standard CELP 4800 bps coding algorithm; algorithm performance; burst bit errors; cepstral distance; correlation coefficients; low bit-rate coded speech; mel-cepstral distance; noisy channel conditions; objective quality evaluation; random errors; speech quality; subjective diagnostic acceptability measure; time alignment algorithms; time delay estimation; Additive noise; Cepstral analysis; Degradation; Delay effects; Delay estimation; Distortion measurement; Low pass filters; Nonlinear distortion; Signal processing algorithms; Speech analysis; Speech codecs; Speech coding; Speech processing;
Conference_Titel :
Signals, Systems and Computers, 1993. 1993 Conference Record of The Twenty-Seventh Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
0-8186-4120-7
DOI :
10.1109/ACSSC.1993.342378