Chaos Analysis of Speech Imagery of IPA Vowels

被引:1
作者
Sikdar, Debdeep [1 ]
Roy, Rinku [2 ]
Mahadevappa, Manjunatha [1 ]
机构
[1] Indian Inst Technol Kharagpur, Sch Med Sci & Technol, Kharagpur, W Bengal, India
[2] Indian Inst Technol Kharagpur, Adv Technol Dev Ctr, Kharagpur, W Bengal, India
来源
INTELLIGENT HUMAN COMPUTER INTERACTION | 2018年 / 11278卷
关键词
Speech imagery; Vowel imagery; Chaos analysis;
D O I
10.1007/978-3-030-04021-5_10
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In Brain Computer Interfacing (BCI), speech imagery is still at nascent stage of development. There are few studies reported considering mostly vowels or monosyllabic words. However, language specific vowels or words made it harder to standardise the whole analysis of electroencephalography (EEG) while distinguishing between them. Through this study, we have explored significance of chaos parameters for different imagined vowels chosen from International Phonetic Alphabets (IPA). The vowels were categorised into two categories, namely, soft vowels and diphthongs. Chaos analysis at EEG subband levels were evaluated. We have also reported significant contrasts between spatiotemporal distributions with chaos analysis for activation of different brain regions in imagining vowels.
引用
收藏
页码:101 / 110
页数:10
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