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
相关论文
共 50 条
  • [41] Characterization of regimes and regime transitions in bubble columns by chaos analysis of pressure signals
    Letzel, HM
    Schouten, JC
    Krishna, R
    van den Bleek, CM
    CHEMICAL ENGINEERING SCIENCE, 1997, 52 (24) : 4447 - 4459
  • [42] Measurement of Radar Performance Parameter's Predictability Based on Chaos Analysis Method
    Lv, Yongle
    Wu, Jie
    Zhou, Chuang
    Qu, Hao
    2018 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-CHONGQING 2018), 2018, : 1106 - 1113
  • [43] Deterministic chaos analysis of pressure fluctuations in a horizontal pipe at intermittent flow regime
    Drahos, J
    Tihon, J
    Serio, C
    Lubbert, A
    CHEMICAL ENGINEERING JOURNAL, 1996, 64 (01): : 149 - 156
  • [44] Chaos Analysis of Urban Low-Carbon Traffic Based on Game Theory
    Wu, Xiaohui
    He, Ren
    He, Meiling
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (05) : 1 - 13
  • [45] A self-check system for mental health care based on nonlinear and chaos analysis
    Oyama-Higa, Mayumi
    Miao, Tiejun
    Cheng, Hualchang
    Tang, Yuan Guang
    COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS 07), 2007, 952 : 325 - +
  • [46] Noninvasive Methods for Fault Detection and Isolation in Internal Combustion Engines Based on Chaos Analysis
    de V. Lima, Thyago L.
    Filho, Abel C. L.
    Belo, Francisco A.
    Souto, Filipe V.
    Silva, Thais C. B.
    Mishina, Koje V.
    Rodrigues, Marcelo C.
    SENSORS, 2021, 21 (20)
  • [47] Discovering optical solutions to a nonlinear Schrödinger equation and its bifurcation and chaos analysis
    Alsallami, Shami A. M.
    NONLINEAR ENGINEERING - MODELING AND APPLICATION, 2024, 13 (01):
  • [48] Direct Multi-step Prediction of Wind Speed based on Chaos Analysis and DRNN
    Liu Xingjie
    Zhang Yanqing
    Mi Zengqiang
    Fan Xiaowei
    Wu Junhua
    2009 INTERNATIONAL CONFERENCE ON SUSTAINABLE POWER GENERATION AND SUPPLY, VOLS 1-4, 2009, : 1563 - +
  • [49] R-Peak Detection Using Chaos Analysis in Standard and Real Time ECG Databases
    Gupta, V.
    Mittal, M.
    Mittal, V.
    IRBM, 2019, 40 (06) : 341 - 354
  • [50] Chaos Analysis of Fault Information of High-Speed Train Based on Reconstructed Phase Space
    Zhu Ying-hua
    Li Chong-wei
    Jin Wei-dong
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 4993 - 4998