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
Link To Document :
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