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
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