• DocumentCode
    653722
  • Title

    A Romanian language modeling using linguistic factors

  • Author

    Lazar, Mircea ; Militaru, Diana

  • Author_Institution
    Mil. Equip. & Technol. Res. Agency Bucharest, Bucharest, Romania
  • fYear
    2013
  • fDate
    16-19 Oct. 2013
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Language modeling plays an important role in continuous speech recognition and understanding providing an improvement of their performances. But language modeling has been shown to be a difficult task due to the many sources of variability that are present in natural languages. Therefore has been developed different method to process the language. The most used of them are grammar and statistical models. This paper presents a statistical modeling of Romanian language using factored language model and linguistic knowledge (morphosyntactic description, part-of-speech and lemma).
  • Keywords
    grammars; linguistics; natural languages; speech recognition; statistical analysis; continuous speech recognition; continuous speech understanding; factored language model; grammar models; linguistic factors; linguistic knowledge; morphosyntactic description; natural languages; statistical Romanian language modeling; statistical models; Grammar; History; Natural languages; Pragmatics; Probability; Speech; Speech recognition; MSD; Romanian language model; discount; factored language model; lemma; morphosyntactic specifications; part-of-speech; perplexity; statistic language modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Speech Technology and Human - Computer Dialogue (SpeD), 2013 7th Conference on
  • Conference_Location
    Cluj-Napoca
  • Type

    conf

  • DOI
    10.1109/SpeD.2013.6682649
  • Filename
    6682649