Share Email Print
cover

Proceedings Paper

The automated speaker recognition system of critical use
Author(s): Mykola M. Bykov ; Viacheslav V. Kovtun; Igor D. Ivasyuk; Andrzej Kotyra; Aisha Mussabekova
Format Member Price Non-Member Price
PDF $14.40 $18.00
cover GOOD NEWS! Your organization subscribes to the SPIE Digital Library. You may be able to download this paper for free. Check Access

Paper Abstract

The article presents the determination of limitations of automated speaker recognition systems for critical use. The system, unlike the existing speaker recognition systems, allows predicting the authenticity of the recognition results. It was obtained due to the recognition of matrices with values estimates of interclass relations and interclass distances in the space of classes of speakers, which had fallen to the formulated universal criteria of authenticity evaluation of speaker recognition. The obtained theoretical results were embodied in a modification of the input layer of the threelayered perceptron, which finalizes speaker recognition process by convolution deep neural network.

Paper Details

Date Published: 1 October 2018
PDF: 6 pages
Proc. SPIE 10808, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2018, 108082V (1 October 2018); doi: 10.1117/12.2501688
Show Author Affiliations
Mykola M. Bykov , Vinnytsia National Technical Univ. (Ukraine)
Viacheslav V. Kovtun, Vinnytsia National Technical Univ. (Ukraine)
Igor D. Ivasyuk, State Economy and Technology Univ. of Transport (Ukraine)
Andrzej Kotyra, Lublin Univ. of Technology (Poland)
Aisha Mussabekova, Kazakh Academy of Transport and Communication (Kazakhstan)


Published in SPIE Proceedings Vol. 10808:
Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2018
Ryszard S. Romaniuk; Maciej Linczuk, Editor(s)

© SPIE. Terms of Use
Back to Top