• DocumentCode
    2920648
  • Title

    Mathifier — Speech recognition of math equations

  • Author

    Batlouni, Salim N. ; Karaki, Hala S. ; Zaraket, Fadi A. ; Karameh, Fadi N.

  • Author_Institution
    American Univ. of Beirut, Beirut, Lebanon
  • fYear
    2011
  • fDate
    11-14 Dec. 2011
  • Firstpage
    301
  • Lastpage
    304
  • Abstract
    Speech recognition has become widely used across many applications. Telephone systems can route a phone call based on what the caller says, control systems can respond to actions said by the controller, and mobile phones can recognize the speech of a contact´s name and call the respective contact directly. However, speech recognition has found little use in recognition of textual material due to the large dictionary and hence large word error rates. Mathifier constricts the speech recognition to math equations; it takes as input math formulas presented in the form of user speech and produces the equations in digital mathematical form. The smaller dictionary and the specific grammar structure of the math equations help restrict the problem of the recognition process. The program has room for smartly guessing words based on the grammar structure and thus resulting in a lower error rate and better recognition. Mathifier uses Sphinx, a modular speech recognition tool from CMU, and adapts it to recognize math equations and convert them into latex form in real time.
  • Keywords
    mobile handsets; speech recognition; CMU; Sphinx; control systems; math equations; mathifier; mobile phones; phone call; speech recognition; telephone systems; Equations; Grammar; Hidden Markov models; Java; Mathematical model; Speech; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Circuits and Systems (ICECS), 2011 18th IEEE International Conference on
  • Conference_Location
    Beirut
  • Print_ISBN
    978-1-4577-1845-8
  • Electronic_ISBN
    978-1-4577-1844-1
  • Type

    conf

  • DOI
    10.1109/ICECS.2011.6122273
  • Filename
    6122273