Isolated words recognition using neural networks

被引:0
|
作者
Harb, H
机构
来源
ICECS 2000: 7TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS & SYSTEMS, VOLS I AND II | 2000年
关键词
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
Because anyone would like to speak with his machine, we decided to make a speech recognition project. Our objective is to recognize a word to use it as an industrial machine's command, with good accuracy and performance. Till now methods used in speech recognition are analytical or statistical methods. Analytical methods like DTW or Euclidian distance have been used for isolated words recognition, but the performance wasn't good enough (noise makes problems with these methods)Statistical methods, especially Multi layer preceptron with hidden Markov Model (MLP+HMM) are commonly used these days, for both continuous and isolated speech, because of their good performance (better than analytical methods)Our method consists of using just Neural Networks for the recognition of a number of words (commands).
引用
收藏
页码:349 / 351
页数:3
相关论文
共 50 条
  • [1] Recognition of Isolated Words Using Feedforward Neural Networks
    Kacur, Juraj
    Urbancikova, Lucia
    2018 25TH INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP), 2018,
  • [2] Isolated speech recognition using artificial neural networks
    Polur, PD
    Zhou, RB
    Yang, J
    Adnani, F
    Hobson, RS
    PROCEEDINGS OF THE 23RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: BUILDING NEW BRIDGES AT THE FRONTIERS OF ENGINEERING AND MEDICINE, 2001, 23 : 1731 - 1734
  • [3] BILINGUAL SPEECH RECOGNITION SYSTEM FOR ISOLATED WORDS USING DEEP NEURAL NETWORK
    Bharathi, B.
    Kavitha, S.
    Sugapriya, S.
    2018 2ND INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION, AND SIGNAL PROCESSING (ICCCSP): SPECIAL FOCUS ON TECHNOLOGY AND INNOVATION FOR SMART ENVIRONMENT, 2018, : 78 - 81
  • [4] Isolated word recognition using modular recurrent neural networks
    Lee, T
    Ching, PC
    Chan, LW
    PATTERN RECOGNITION, 1998, 31 (06) : 751 - 760
  • [5] Speech recognition of isolated Malayalam words using wavelet features and artificial neural network
    Krishnan, Vimal V. R.
    Jayakumar, Athulya
    Babu, Anto P.
    DELTA 2008: FOURTH IEEE INTERNATIONAL SYMPOSIUM ON ELECTRONIC DESIGN, TEST AND APPLICATIONS, PROCEEDINGS, 2008, : 240 - 243
  • [6] An isolated-word speech recognition system using neural networks
    Runstein, F
    Violaro, F
    38TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, PROCEEDINGS, VOLS 1 AND 2, 1996, : 550 - 553
  • [7] A low complexity algorithm for isolated sound recognition using neural networks
    Dogaru, Radu
    ISSCS 2007: INTERNATIONAL SYMPOSIUM ON SIGNALS, CIRCUITS AND SYSTEMS, VOLS 1 AND 2, 2007, : 261 - 264
  • [8] A method for isolated Thai tone recognition using a combination of neural networks
    Thubthong, N
    Kijsirikul, B
    Pusittrakul, A
    COMPUTATIONAL INTELLIGENCE, 2002, 18 (03) : 313 - 335
  • [9] Isolated Word Speech Recognition System Using Deep Neural Networks
    Dhanashri, Dhavale
    Dhonde, S. B.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON DATA ENGINEERING AND COMMUNICATION TECHNOLOGY, ICDECT 2016, VOL 1, 2017, 468 : 9 - 17
  • [10] Recognition of Isolated words of Esophageal Speech using GMM and Gradient Descent RBF Networks
    Malathi, P.
    Suresh, G. R.
    2014 INTERNATIONAL CONFERENCE ON COMMUNICATION AND NETWORK TECHNOLOGIES (ICCNT), 2014, : 174 - 177