• DocumentCode
    2280343
  • Title

    Language modeling for multi-domain speech-driven text retrieval

  • Author

    Itou, Katunobu ; Fujii, Atsushi ; Ishikawa, Takaaki

  • Author_Institution
    Nat. Inst. of Adv. Ind. Sci. & Technol., Japan
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    327
  • Lastpage
    330
  • Abstract
    We report experimental results associated with speech-driven text retrieval, which facilitates retrieving information in multiple domains with spoken queries. Since users speak contents related to a target collection, we produce language models used for speech recognition based on the target collection, so as to improve both the recognition and retrieval accuracy. Experiments using existing test collections combined with dictated queries showed the effectiveness of our method.
  • Keywords
    information retrieval; linguistics; speech recognition; speech-based user interfaces; dictated queries; language models; multi-domain speech-driven text retrieval; retrieval accuracy; speech recognition; speech-driven text retrieval; spoken queries; target collection; Automatic speech recognition; Content based retrieval; Decoding; Information retrieval; Information science; Libraries; Natural languages; Speech recognition; Target recognition; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automatic Speech Recognition and Understanding, 2001. ASRU '01. IEEE Workshop on
  • Print_ISBN
    0-7803-7343-X
  • Type

    conf

  • DOI
    10.1109/ASRU.2001.1034653
  • Filename
    1034653