平均通话时长与语音传输质量的关系:测量与应用

J. Holub, J. Beerends, R. Smid
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引用次数: 19

摘要

本文研究了给定网络和用户组合下语音传输质量与平均通话时长之间的关系估计。它使用非侵入式语音质量测量实时语音通话。这种分析背后的基本思想是这样一种预期:由于用户在通话过程中较少受到传输障碍的干扰,因此高质量通话的平均通话时长会更长。简要介绍了非侵入式语音传输质量测量和通话时长监测的传统方法和最新方法,并展示了两种基本的依赖分析方法。推导了结果不确定性估计的关系式。给出了一个基于真实网络数据构建的有限训练库的数值算例。第一个结果表明,在低到中等质量范围内(平均意见得分在1到3之间),通话时长随着语音质量的提高而增加。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A dependence between average call duration and voice transmission quality: measurement and applications
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.
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