DocumentCode :
1668721
Title :
Cognitive, affective, and experience correlates of speech quality perception in complex listening conditions
Author :
Antons, Jan-Niklas ; Laghari, Khalil Ur Rehman ; Arndt, Sebastian ; Schleicher, Robert ; Moller, Sebastian ; O´Shaughnessy, D. ; Falk, Tiago H.
Author_Institution :
Quality & Usability Lab., Berlin Inst. of Technol., Berlin, Germany
fYear :
2013
Firstpage :
3672
Lastpage :
3676
Abstract :
Subjective speech quality assessment depends on listener “quality” opinions after hearing a particular test speech stimulus. Subjective scores are given based on a perception and quality judgment process that is unique to a particular listener. These processes are postulated to be dependent on the listener´s internal reference of what good and bad quality sounds like, as well as their mental and emotional states. To overcome this variability, subjective listening tests often average scores over several listeners. In this paper, we use electroencephalography (EEG) and self-assessment tools to investigate the neural and affective correlates of speech quality perception of reverberant speech, with the goal of obtaining new insights into human speech quality perception in complex listening environments. We show that EEG event related potentials (ERP) are a useful tool to monitor the conscious stages of neural-processing during a speech quality assessment task. Significant correlations were obtained between the so-called P300 ERP component and the reverberation time of the room, as well as between the P300 peak amplitude and emotional self-assessment ratings. These insights could lead to more effective ways of characterizing room acoustics for improved speech quality and intelligibility.
Keywords :
electroencephalography; emotion recognition; reverberation; speech processing; EEG; P300 ERP component; P300 peak amplitude; complex listening conditions; electroencephalography; emotional self-assessment ratings; emotional states; event related potentials; listener internal reference; mental states; neural-processing; reverberant speech; self-assessment tools; speech quality perception; speech stimulus; subjective speech quality assessment; Correlation; Electric potential; Electroencephalography; Quality assessment; Reverberation; Speech; Speech processing; Electroencephalography; Quality-of-Experience; emotions; reverberation; speech quality assessment;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
ISSN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2013.6638343
Filename :
6638343
Link To Document :
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