• DocumentCode
    3386056
  • Title

    Using speech analysis techniques for language learning

  • Author

    Petrushin, Valery A.

  • Author_Institution
    Center for Strategic Technol. Res., Accenture, Northbrook, IL, USA
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    129
  • Lastpage
    130
  • Abstract
    This paper presents an overview of speech analysis, visualization and student response evaluation techniques that can be used for learning a foreign language by an adult learner. The general framework for student response evaluation is described. It is based on collecting experimental data about experts´ and novices´ performance and applying machine learning and knowledge management techniques for deriving evaluation rules. Application of the proposed approach to language learning tasks is discussed
  • Keywords
    computer aided instruction; learning (artificial intelligence); linguistics; natural language interfaces; speech processing; adult learner; computer aided instruction; experimental data; foreign language learning; knowledge management; machine learning; speech analysis; student response evaluation; visualization; Data visualization; Education; Feedback; Frequency; Knowledge management; Machine learning; Natural languages; Pathology; Performance evaluation; Speech analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Learning Technologies, 2001. Proceedings. IEEE International Conference on
  • Conference_Location
    Madison, WI
  • Print_ISBN
    0-7695-1013-2
  • Type

    conf

  • DOI
    10.1109/ICALT.2001.943877
  • Filename
    943877