VOICE IDENTIFICATION METHOD BASED ON MACHINE LEARNING

Machine learning and knowledge control systems
Authors:
SHNIPEROV A.N. POTYLITSINA Y.V.
Abstract:

This paper presents a voice identification method based on machine learning. The general
algorithm of voice identification is considered. The results of the analysis of common solutions in
the area of voice identification are presented. The use of cepstral transformations and deep learning
methods for convolutional neural networks is proposed. A software prototype has been developed
and the results of its testing have been presented. The results of evaluating the effectiveness of the
developed method are presented