• DocumentCode
    2005427
  • Title

    Foreign language audio information management system

  • Author

    Shichman, Marc ; Gaffney, Mike ; Fake, Elizabeth ; Sokol, Lisa

  • Author_Institution
    Veridian, Arlington, VA, USA
  • Volume
    2
  • fYear
    2002
  • fDate
    8-11 July 2002
  • Firstpage
    1492
  • Abstract
    Veridian created a prototype of a foreign language audio information management system that integrates speech recognition technology, machine translation and advanced information retrieval and extraction for Mandarin Chinese. The system automatically processes audio recordings to create a data warehouse of derived information using speech recognition and machine translation technology components. The data warehouse can then be further exploited using information retrieval technology components. The prototype system provides the following capabilities: Automatically transforming foreign audio files into electronic text; Transforming foreign text into English text; Matching transcribed and translated text and the topics of interest to the analyst; Displaying transcribed text by speaker. The conclusions imply that while automatic speech processing technology is far from perfect for mass market distribution, it is sufficiently advanced to help with the overload of audio and video data.
  • Keywords
    data mining; data warehouses; information retrieval; multimedia databases; speech recognition; Mandarin Chinese; advanced information retrieval; audio mining; automatic speech recognition; data warehouse; foreign language audio information management; information retrieval; machine translation; speech recognition; Audio recording; Consumer electronics; Data mining; Data warehouses; Information management; Information retrieval; Natural languages; Prototypes; Speech processing; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion, 2002. Proceedings of the Fifth International Conference on
  • Conference_Location
    Annapolis, MD, USA
  • Print_ISBN
    0-9721844-1-4
  • Type

    conf

  • DOI
    10.1109/ICIF.2002.1020993
  • Filename
    1020993