The automated speaker recognition system of critical use

Mykola M. Bykov; Viacheslav V. Kovtun; Igor D. Ivasyuk; Andrzej Kotyra; Aisha Mussabekova

doi:10.1117/12.2501688

1 October 2018 The automated speaker recognition system of critical use

Mykola M. Bykov , Viacheslav V. Kovtun, Igor D. Ivasyuk, Andrzej Kotyra, Aisha Mussabekova

Proceedings Volume 10808, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2018; 108082V (2018) https://doi.org/10.1117/12.2501688
Event: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2018, 2018, Wilga, Poland

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.

Citation Download Citation

Mykola M. Bykov , Viacheslav V. Kovtun, Igor D. Ivasyuk, Andrzej Kotyra, and Aisha Mussabekova "The automated speaker recognition system of critical use", Proc. SPIE 10808, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2018, 108082V (1 October 2018); https://doi.org/10.1117/12.2501688

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