• DocumentCode
    629737
  • Title

    Visual data on tongue and lips in phonemes classification

  • Author

    Sobotka, Miroslaw ; Grzanka, Antoni

  • Author_Institution
    Fac. of Electron. & Inf. Technol., Warsaw Univ. of Technol., Warsaw, Poland
  • fYear
    2013
  • fDate
    6-8 June 2013
  • Firstpage
    287
  • Lastpage
    291
  • Abstract
    This paper describes the concept of SVM classification of the vowels and some consonants based on visual information gathered from lips shape and tongue position. Support vector describing the lips shapes was extend by the data about tongue position. To minimize the vector dimension, tongue position was classified accordingly to convention used in logopedics. The goal of the experiments is to maximize the effectiveness of classifier for single patient. The class here means possible combination of the lips shapes and tongue position for one vowel but only for selected patient. This work will try to find answer on question: Is is possible to classify phonemes using other than audio information?
  • Keywords
    data analysis; data visualisation; pattern classification; speech processing; support vector machines; SVM classification; classifier effectiveness; consonants; lips shape; logopedics; phoneme classification; tongue position; vector dimension; visual data; visual information; vowels;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Human System Interaction (HSI), 2013 The 6th International Conference on
  • Conference_Location
    Sopot
  • ISSN
    2158-2246
  • Print_ISBN
    978-1-4673-5635-0
  • Type

    conf

  • DOI
    10.1109/HSI.2013.6577837
  • Filename
    6577837