DocumentCode :
177936
Title :
Auditory attention based mobile audio quality assessment
Author :
Yang Yuhong ; Yu Hongjiang ; Hu Ruimin ; Gao Li ; Wang Song ; Zhai Qing ; Xie Songbo
Author_Institution :
Sch. of Comput., Wuhan Univ., Wuhan, China
fYear :
2014
fDate :
4-9 May 2014
Firstpage :
1389
Lastpage :
1393
Abstract :
Mobile audio services are growing with rising popularity of smart mobile devices using WiFi or cellular networks. A major issue facing mobile audio quality assessment is occasional background noises due to the prospect of sound recording at anytime and anywhere with smart mobile devices. Psychological study reveals that people pay selective attention to their interested sound in complex auditory input. In this paper, we model the mobile audio objective quality assessment based on auditory attention mechanism, with attention based horizontal azimuth parameters and timbre distortion parameters as additional Model Output Variables (MOVs). The results show that the prediction accuracy can be obtained by using such a method.
Keywords :
audio recording; cellular radio; distortion; smart phones; wireless LAN; MOV; WiFi; auditory attention based mobile audio quality assessment; auditory attention mechanism; cellular networks; complex auditory input; horizontal azimuth parameters; mobile audio objective quality assessment; mobile audio quality assessment; mobile audio services; model output variables; smart mobile devices; sound recording; timbre distortion parameters; Azimuth; Correlation; Distortion measurement; Ear; Mobile communication; Psychoacoustic models; Quality assessment; auditory attention; mobile audio; quality assessment;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
Type :
conf
DOI :
10.1109/ICASSP.2014.6853825
Filename :
6853825
Link To Document :
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