DocumentCode :
2103694
Title :
Quantification of listening effort correlates in the oscillatory EEG activity: A feasibility study
Author :
Bernarding, Corinna ; Strauss, D.J. ; Hannemann, Ronny ; Corona-Strauss, Farah I.
Author_Institution :
Univ. Hosp., Syst. Neurosci. & Neurotechnology Unit at the Neurocenter, Saarland Univ. of Appl. Sci., Homburg, Germany
fYear :
2012
fDate :
Aug. 28 2012-Sept. 1 2012
Firstpage :
4615
Lastpage :
4618
Abstract :
So far, a generally accepted objective measure for the listening effort estimation in clinical settings is not existent. Such a measure could support the hearing aid fitting in order to reduce the listening effort in hearing impaired patients by an adequate adaption of their personal hearing aids. In the current study, we propose a new measure for the quantification of large-scale listening effort correlates. This measure takes the phase information of the ongoing oscillatory EEG activity into account. The phase was gained from the 32 channel EEG. Then, the entropy of the extracted phase was calculated. We assume that this angular entropy reflects phase synchronization effects of the ongoing activities due to an increased attention on the relevant (speech) signal. Thus, we expect that smaller values of the angular entropy reflect a more ”ordered” process of the phase distribution. The new method was tested in 13 young normal hearing subjects using different auditory tasks consisting of differently adapted sentences to create different listening conditions. The results indicate that the angular entropy can be applied to reveal significantly differences between the solving and the relaxing part of the paradigm, i.e. between a more effortful and a more relaxing listening situation. It is concluded, that the further research includes the development of more effortful listening tasks in order to reveal also differences between the auditory paradigms.
Keywords :
acoustic noise; biomedical measurement; electroencephalography; hearing; hearing aids; medical disorders; effortful listening tasks; extracted phase entropy; hearing aid fitting; hearing impaired patients; large scale listening effort correlate quantification; listening conditions; listening effort estimation; listening effort quantification; oscillatory EEG activity; personal hearing aids; phase distribution; phase synchronization effects; speech signal; Auditory system; Electrodes; Electroencephalography; Entropy; Noise measurement; Speech; Synchronization; Adolescent; Algorithms; Attention; Auditory Cortex; Biological Clocks; Electroencephalography; Feasibility Studies; Female; Humans; Male; Speech Perception; Statistics as Topic;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2012.6346995
Filename :
6346995
Link To Document :
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