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
Link To Document :
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