• DocumentCode
    2965047
  • Title

    Voice-based information retrieval — how far are we from the text-based information retrieval ?

  • Author

    Lee, Lin-shan ; Pan, Yi-Cheng

  • Author_Institution
    Nat. Taiwan Univ., Taipei, Taiwan
  • fYear
    2009
  • fDate
    Nov. 13 2009-Dec. 17 2009
  • Firstpage
    26
  • Lastpage
    43
  • Abstract
    Although network content access is primarily text-based today, almost all roles of text can be accomplished by voice. Voice-based information retrieval refers to the situation that the user query and/or the content to be retried are in form of voice. This paper tries to compare the voice-based information retrieval with the currently very successful text-based information retrieval, and identifies two major issues in which voice-based information retrieval is far behind: retrieval accuracy and user-system interaction. These two issues are reviewed, analyzed and discussed in detail. It is found that very good approaches have been proposed and very good improvements have been achieved, although there is still a very long way to go. A few successful prototype systems, among many others are presented at the end.
  • Keywords
    information retrieval; speech processing; text analysis; user interfaces; network content access; retrieval accuracy; text-based information retrieval; user-system interaction; voice-based information retrieval; Automatic speech recognition; History; Information retrieval; Laboratories; Machine learning; Optimal control; Robust control; USA Councils; Accuracy; Dialogue; Information Retrieval; Lattice; User-system Interaction; Voice;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automatic Speech Recognition & Understanding, 2009. ASRU 2009. IEEE Workshop on
  • Conference_Location
    Merano
  • Print_ISBN
    978-1-4244-5478-5
  • Electronic_ISBN
    978-1-4244-5479-2
  • Type

    conf

  • DOI
    10.1109/ASRU.2009.5372952
  • Filename
    5372952