• DocumentCode
    2005144
  • Title

    Audio Quality evaluation using frequency structural similarity measure

  • Author

    Chao Gan ; Xiangyang Wang ; Mengyao Zhu ; Xiaoqing Yu

  • Author_Institution
    Sch. of Commun. & Inf. Eng., Shanghai Univ., Shanghai, China
  • fYear
    2011
  • fDate
    14-16 Nov. 2011
  • Firstpage
    299
  • Lastpage
    303
  • Abstract
    In this paper, we improve the application of the structural similarity measure, which was originally designed for image quality assessment, to the problem of audio quality estimate. Specifically, we consider a new way to implement of structural similarity index. We use the improved structural similarity to fixed frames of an audio sequence in FFT domains. We compare the accuracy of correlation of the structural similarity measure in FFT domain, temporal domain and the Perceptual Evaluation of Audio Quality (PEAQ) MOVs with respect to subjective test results. The results show that the structural similarity measure in FFT domain is highly correlated with subjective test results and performs better than temporal SSIM and PEAQ MOVs.
  • Keywords
    audio signal processing; fast Fourier transforms; FFT domains; audio sequence; frequency structural similarity measure; image quality assessment; perceptual evaluation of audio quality; temporal domain; Audio quality; Frequency SSIM; PEAQ; SSIM;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Wireless Mobile and Computing (CCWMC 2011), IET International Communication Conference on
  • Conference_Location
    Shanghai
  • Type

    conf

  • DOI
    10.1049/cp.2011.0896
  • Filename
    6194853