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A comparison of parametrically different objective speech quality measures using correlation analysis with subjective quality results

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1 Author(s)
Barnwell, T.P., III ; Georgia Institute of Technology, Atlanta, Georgia

In this study, 500 parametrically different versions of 6 "basic" objective speech quality measures are defined. Each objective measure is applied to 1,056 distorted speech samples, and a statistical correlation is done with subjective quality measures on the same data base. Using a nonparametric pair-wise rank statistics, the best values for the various parameters are investigated. The results of this study clearly show that a number of the parametric forms of objective speech quality measures currently in popular use are non-optimal.

Published in:

Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '80.  (Volume:5 )

Date of Conference:

Apr 1980