• 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