计算机科学 ›› 2011, Vol. 38 ›› Issue (5): 49-53.

• 计算机网络与信息安全 • 上一篇    下一篇

一种VoIP语音质量评价模型

胡治国,张大陆,张俊生   

  1. (同济大学计算机科学与技术系 上海201804);(中国人民解放军65583部队 辽阳111000)
  • 出版日期:2018-11-16 发布日期:2018-11-16
  • 基金资助:
    本文受国家自然科学基金(61073154)资助。

Perceived Speech Quality Estimation Model for VoIP-based Networks

HU Zhi guo,ZHANG Da-lu,ZHANG Jun-sheng   

  • Online:2018-11-16 Published:2018-11-16

摘要: 在VoIP系统中,传输网络性能(QoS)参数对可感知语音质量(Quality of Experience, QoE)起着基础性的影响作用,但QoS取值情况并不能直接反映和代表QoE水平。为此,基于对VoIP传输特征的分析,首先采用PESQ,E-Model算法分析了单个QoS参数对QoE损伤的影响;在单个因素计算的基础上,通过对E-Model算法的扩展研究了QoS参数综合作用情况下语音QoE值的变化情况;采用回归分析的方法建立了QoS参数与语音 QoE的映射模型,模型构成简单。验证实验表明,该模型与语音QoE客观评价方法之间具有很高的相关度,满足对网络运行状况及VoIP QoE实时监测的要求。

关键词: 服务质量,体验质量,语音质量客观评价,回归模型

Abstract: In VoIP system, the performance of network transmission makes a fundamental impact on quality of experience. However, the traditional research based QoS can not be directly reflected to be Quality of Experience. We combined ITU PESQ and E-model algorithm and made a comprehensive analysis of the impact on user experience which was caused by packet loss, end-to-end delay, fitter, voice coding, and so on. Our contributions are thus twofold: firstly, we offered a detailed analysis of the impact of these parameters and their interactions on the perceived conversational quality.Secondly,we adopt regression model for singlccnded(nonintrusive) method for objective speech quality estimation according to different conditions. The experimental results show that the objective assessments are correlated well with objective assessments ones,which indicates that the method proposed here is effective.

Key words: QoS,Quality of experience,Objective assessment of speech cauality,Regression model

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