• DocumentCode
    1038943
  • Title

    Measurement of the effects of temporal clipping on speech quality

  • Author

    Ding, Lijing ; Radwan, Ayman ; El-Hennawey, Mohamed Samy ; Goubran, Rafik A.

  • Author_Institution
    Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, Ont.
  • Volume
    55
  • Issue
    4
  • fYear
    2006
  • Firstpage
    1197
  • Lastpage
    1203
  • Abstract
    This paper investigates the effects of temporal clipping on perceived speech quality. Temporal clipping usually results from voice activity detection (VAD), or line echo canceller´s nonlinear processor, and the clipped speech portions are replaced by comfort noise. A nonintrusive algorithm is proposed to predict speech quality based on the clipping statistics. Mean opinion score (MOS) is used as a metric for speech quality and is measured by perceptual evaluation of speech quality (PESQ). The impacts of speech frame size and noise spectrum on the algorithm are also investigated. The results show that the proposed algorithm can efficiently predict the speech quality. The correlation coefficient between the prediction and the measurement is about 0.975, and the root mean square error for the prediction is 0.20 MOS. The algorithm can be used as an integral part of a general speech quality assessment scheme in voice over Internet protocol (VoIP)
  • Keywords
    noise; speech processing; speech recognition; statistical analysis; MOS; PESQ; QoE; VAD; VoIP; clipping statistics; comfort noise; correlation coefficient; line echo canceller; mean opinion score; nonintrusive method; nonlinear processor; perceptual evaluation; quality of experience; root mean square error; speech codecs; speech quality; temporal clipping; voice activity detection; voice over Internet protocol; Bandwidth; Distortion measurement; Echo cancellers; Internet telephony; Noise cancellation; Nonlinear distortion; Speech analysis; Speech codecs; Speech enhancement; Testing; Mean opinion score (MOS); nonintrusive method; quality of experience (QoE); speech quality; temporal clipping; voice activity detection (VAD); voice over Internet protocol (VoIP);
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2006.876538
  • Filename
    1658371