Application of neural networks in whispered speech recognition

  title={Application of neural networks in whispered speech recognition},
  author={Dorde T. Grozdic and Biserka Markovic and Jovan Galic and S. T. Jovicie},
  journal={2012 20th Telecommunications Forum (TELFOR)},
This paper presents the results of an experimental research of recognition of whispered speech, as a specific form of verbal communication, based on application of artificial neural networks (ANN). The paper also describes the speech database of words that were spoken in whispered and normal manner, which was especially created for this study. Part of this database was used for preliminary training and testing the ANN. The case of the speaker dependent recognition was tested, and the results… CONTINUE READING