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文章基本信息

  • 标题:Recognition of Voice Commands Based on Neural Network
  • 本地全文:下载
  • 作者:Vyacheslav Lyashenko ; Farah Laariedh ; Svitlana Sotnik
  • 期刊名称:TEM Journal
  • 印刷版ISSN:2217-8309
  • 电子版ISSN:2217-8333
  • 出版年度:2021
  • 卷号:10
  • 期号:2
  • 页码:583-591
  • DOI:10.18421/TEM102-13
  • 语种:English
  • 出版社:UIKTEN
  • 摘要:The paper considers features of voice commands pronunciation models, namely, dependence: system accuracy on number of states for phonemes; system accuracy on learning rate; accuracy of system on value of training set. A speech recognition system based on neural networks is proposed. A speech recognition system is not easy to implement and requires an understanding of speech recognition basics. The developed system is compared with Speech Recognition from Google and Pocket Sphinx. The proposed system can recognize voice commands with an accuracy of 84.4 %.
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