DocumentCode
3259479
Title
A dependence between average call duration and voice transmission quality: measurement and applications
Author
Holub, J. ; Beerend, J.G. ; Smid, R.
fYear
2004
fDate
14-15 May 2004
Firstpage
75
Lastpage
81
Abstract
The paper deals with the estimation of the relation between speech transmission quality and average call duration for a given network and portfolio of customers. It uses non-intrusive speech quality measurements on live speech calls. The basic idea behind this analysis is an expectation that the average call duration is higher for calls of a good quality since users are less disturbed during their conversation by transmission impairments. Both traditional and state of the art methods for non-intrusive speech transmission quality measurements and also for call duration monitoring are briefly described and two basic dependency analysis methods are shown. The relations for result uncertainty estimation are derived. A numerical example is given based on a limited training database that is constructed on the basis of real network data. Finally, potential applications are presented and discussed The first results indicate that, in the low to medium quality range (mean opinion scores between 1 and 3), the call duration increases with increasing speech quality.
Keywords
parameter estimation; speech intelligibility; speech processing; statistical analysis; telephone interference; voice communication; average call duration; result uncertainty estimation; speech quality measurements; speech transmission quality; statistical analysis; transmission impairments; uncertainty analysis; voice transmission quality; Databases; Frequency; Humans; Monitoring; Noise level; Portfolios; Speech analysis; Speech enhancement; Telecommunications; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Telecommunications Symposium, 2004
Print_ISBN
0-7803-8246-3
Type
conf
DOI
10.1109/WTS.2004.1319562
Filename
1319562
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