Recognition of Voice Commands Based on Neural Network Cover Image

Recognition of Voice Commands Based on Neural Network
Recognition of Voice Commands Based on Neural Network

Author(s): Viacheslav Lyashenko, Farah Laariedh, Svitlana Sotnik, Ahmad M. Ayaz
Subject(s): ICT Information and Communications Technologies
Published by: UIKTEN - Association for Information Communication Technology Education and Science
Keywords: intelligent; system; recognition; voice; commands

Summary/Abstract: 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 %.

  • Issue Year: 10/2021
  • Issue No: 2
  • Page Range: 583-591
  • Page Count: 9
  • Language: English