Title :
Incorporation of temporal masking effects into bark spectral distortion measure
Author_Institution :
Motorola Inc., Schaumburg, IL, USA
Abstract :
The objective of this paper is to extend a promising objective speech distortion measurement method, the bark spectral distance (BSD) measure, with the auditory concepts of forward and backward temporal masking to improve its measurement accuracy. The results of this investigation show that automatic BSD-based speech quality ratings may be made to correlate better with existing MOS ratings by removing perceptually irrelevant areas of speech from the distance measure. The correlation between the objective BSD measure to the subjective MOS measure increases from 0.91 to 0.98. The best results were found with a window duration of 128 samples, use of exponential-slope filter characteristics for both forward and backward masking effects, forward masking delays up to 100 msec, and a backward masking time advance of 40 msec
Keywords :
correlation methods; filtering theory; spectral analysis; speech processing; BSD-based speech quality ratings; MOS ratings; backward masking effects; bark spectral distortion measure; correlation; exponential-slope filter characteristics; forward masking effects; masking filter; objective speech distortion measurement method; temporal masking effects; window duration; Acoustic distortion; Acoustic measurements; Area measurement; Auditory system; Distortion measurement; Filters; Humans; Psychoacoustic models; Speech coding; Speech processing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.759754