Title :
An LSP based speech quality measure
Author :
Coetzee, H.J. ; Barnwell, T.P., III
Author_Institution :
Sch. of Electr. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
An objective measure is introduced for predicting the subjective quality of a distorted speech signal. The unique feature of the measure is that it explicitly uses a parametric model of speech perception (rather than a signal fidelity measure) in the design of an objective measure for speech quality. Specifically, the known sensitivity of human auditory perception to perturbations in the speech formants is combined with a simple (statistical) relationship between the line spectrum pair (LSP) coefficients and the vocal tract formants to form a simple objective speech quality measure that performs better than any other known simple measure. A detailed description is given of the LSP measure, the performance results are presented, and its associated implementational advantages are discussed
Keywords :
speech analysis and processing; speech intelligibility; human auditory perception; line spectrum pair; parametric model; speech formants; speech perception; speech quality measure; Bandwidth; Distortion measurement; Electric variables measurement; Laboratories; Linear predictive coding; Parametric statistics; Performance evaluation; Polynomials; Speech; System testing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
Conference_Location :
Glasgow
DOI :
10.1109/ICASSP.1989.266497