• DocumentCode
    3245667
  • Title

    A look at NIST´S benchmark ASR tests: past, present, and future

  • Author

    Pallett, David S.

  • Author_Institution
    Nat. Inst. of Stand. & Technol., Gaithersburg, MD, USA
  • fYear
    2003
  • fDate
    30 Nov.-3 Dec. 2003
  • Firstpage
    483
  • Lastpage
    488
  • Abstract
    This paper discusses the role that the NIST Speech Group has played by coordinating and implementing objective benchmark tests in the automatic speech recognition research community. From 1987, when the first tests were implemented, to the present time, at which the rich transcription concept has been developed, the tests have served to document the state-of-the art. Testing has involved a number of different, but complementary, domains. These test results document the progress of the technology - ever-lower WER with continued attention to the task domain of the era, and several changes of focus to address ever-more challenging tasks.
  • Keywords
    error statistics; speech recognition; NIST Speech Group; WER; automatic speech recognition; benchmark ASR tests; rich transcription; Acoustic testing; Automatic speech recognition; Benchmark testing; Databases; NIST; Natural languages; Resource management; Speech processing; Speech recognition; System testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automatic Speech Recognition and Understanding, 2003. ASRU '03. 2003 IEEE Workshop on
  • Print_ISBN
    0-7803-7980-2
  • Type

    conf

  • DOI
    10.1109/ASRU.2003.1318488
  • Filename
    1318488