• DocumentCode
    3747837
  • Title

    English learning system of oral phonation based on phoneme and smart phone platform

  • Author

    Sun Yutong;Li Xuan

  • Author_Institution
    International School, Beijing University of Posts and Telecommunications, Beijing, China
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    Design a software system on smart phone platform. The purpose of this system is providing a reasonable method to evaluate the English accent of non-native speakers, based on the phoneme recognition and fluency assessment, taking advantage of Hidden Markov Model (HMM). Meanwhile, this paper would use the neural net algorithm to combine the objective scoring and experts´ scoring to increase the accuracy of the system. Moreover, by using this system, factors which are more important in oral English evaluation can be found.
  • Keywords
    "Speech","Hidden Markov models","Training","Conferences","Clustering algorithms","Databases","Grammar"
  • Publisher
    ieee
  • Conference_Titel
    Modelling, Identification and Control (ICMIC), 2015 7th International Conference on
  • Type

    conf

  • DOI
    10.1109/ICMIC.2015.7409377
  • Filename
    7409377