• DocumentCode
    1477969
  • Title

    Analyzing Speech Quality Perception Using Electroencephalography

  • Author

    Antons, Jan-Niklas ; Schleicher, Robert ; Arndt, Sebastian ; Möller, Sebastian ; Porbadnigk, Anne K. ; Curio, Gabriel

  • Author_Institution
    Quality & Usability Lab., Berlin Inst. of Technol., Berlin, Germany
  • Volume
    6
  • Issue
    6
  • fYear
    2012
  • Firstpage
    721
  • Lastpage
    731
  • Abstract
    Common speech quality evaluation methods rely on self-reported opinions after perceiving test stimuli. Whereas these methods-when carefully applied-provide valid and reliable quality indices, they provide little insight into the processes underlying perception and judgment. In this paper, we analyze the performance of electroencephalography (EEG) for indicating different types of degradations in speech stimuli. We show that a certain EEG technique, event-related-potentials (ERP) analysis, is a useful and valid tool in quality research. Three experiments are reported which show that quality degradations can be monitored in conscious and presumably non-conscious stages of processing. Potential and limitations of the approach are discussed and lines of future research are drawn.
  • Keywords
    electroencephalography; medical signal processing; speech processing; EEG technique; ERP analysis; electroencephalography; event-related-potential analysis; perceiving test stimuli; reliable quality indices; speech quality evaluation methods; speech quality perception analysis; speech stimuli; Degradation; Distortion measurement; Electroencephalography; Facsimile; Speech; Visualization; Electroencephalography (EEG); perception; processing; speech quality;
  • fLanguage
    English
  • Journal_Title
    Selected Topics in Signal Processing, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    1932-4553
  • Type

    jour

  • DOI
    10.1109/JSTSP.2012.2191936
  • Filename
    6174435