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