Controlling Robot using Thai Speech Recognition Based on Eigen Sound

被引：0
|
作者：
Phanprasit, Tanasak [1 ]
机构：
[1] Bangkok Univ, Dept Elect & Elect Engn, Patumthani Bangkok 12120, Thailand
来源：
2014 6TH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SMART TECHNOLOGY (KST) | 2014年
关键词：
Speech recognition; Fast Fourier Transform; Principal Component Analysis; Eigen Sound;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
this paper presents a speech recognition technique, using commands of 'Thai Speech Recognition' (TSR). The Fast Fourier Transform (FFT) and the Principal Component Analysis (PCA) are used to determine the spectrum and extract the feature of the speech signal of individual speaker, respectively. The Eigen Sound of individual speaker is generated via the extracted feature. The experimental results are demonstrated in a form of percentage of accuracy for different command words for both male and female.
引用
收藏
页码：57 / 62
页数：6
相关论文
共 50 条
  • [41] Offline Thai Speech Recognition Framework on Mobile Device
    Sertsi, Phuttapong
    Chunwijitra, Vataya
    Chunwijitra, Sila
    Wutiwiwatchai, Chai
    2016 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER SCIENCE AND SOFTWARE ENGINEERING (JCSSE), 2016, : 324 - 328
  • [42] Robust robot localization using non-speech sound in industrial environments
    Bolea, Yolanda
    Manzanares, Manuel
    Grau, Antoni
    2008 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, VOLS 1-5, 2008, : 1831 - 1836
  • [43] Thai spelling analysis for automatic spelling speech recognition
    Pisarn, Chutima
    Theeramunkong, Thanaruk
    INFORMATION SCIENCES, 2008, 178 (01) : 122 - 136
  • [44] Speech and gesture recognition interactive robot
    Bommi, R. M.
    Vijay, J.
    Manohar, V. Murali
    Kumar, J. P. Dinesh
    Sriram, D.
    MATERIALS TODAY-PROCEEDINGS, 2021, 47 : 37 - 40
  • [45] A Fault Diagnosis System for a Pipeline Robot Based on Sound Signal Recognition
    Cao, Hai
    Yu, Jinpeng
    Wang, Yu
    Zhang, Liang
    Kim, Jongwon
    SENSORS, 2022, 22 (09)
  • [46] Bimodal Speech Recognition for Robot Applications
    Sagheer, Alaa
    Aly, Saleh
    Anter, Samar
    MAN-MACHINE INTERACTIONS 3, 2014, 242 : 87 - 94
  • [47] Speech recognition of Thai digits using modified cross-correlation neural network
    Thammano, A
    Klomiam, N
    PROCEEDINGS OF THE IASTED INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND APPLICATIONS, VOLS 1AND 2, 2004, : 678 - 682
  • [48] REFERENCE EIGEN-ENVIRONMENT AND SPEAKER WEIGHTING FOR ROBUST SPEECH RECOGNITION
    Liao, Yuan-Fu
    Fang, Hung-Hsiang
    Yang, Chih-Min
    2008 6TH INTERNATIONAL SYMPOSIUM ON CHINESE SPOKEN LANGUAGE PROCESSING, PROCEEDINGS, 2008, : 77 - 80
  • [49] The use of eigen-coded neural network for robust speech recognition
    Al-Mashouq, K.A.
    Control and Intelligent Systems, 2002, 30 (01) : 40 - 46
  • [50] Eigen-MLLR Environment/Speaker Compensation for Robust Speech Recognition
    Liao, Yuan-Fu
    Fang, Hung-Hsiang
    Hsu, Chi-Hui
    INTERSPEECH 2008: 9TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2008, VOLS 1-5, 2008, : 1249 - 1252
12345