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
Link To Document