9004 Problems of information security. Computer systems Проблемы информационной безопасности. Компьютерные системы 2071-8217 12 10.48612/jisp/ze3e-rae5-tpr3 VOICE IDENTIFICATION METHOD BASED ON MACHINE LEARNING Метод идентификации человека по голосу с использованием машинного обучения 0000-0003-4231-9805 SHNIPEROV Alexey ashniperov@sfu-kras.ru 0000-0002-2475-7820 POTYLITSINA Yulia ypotylitsina@sfu-kras.ru Federal State Autonomous Educational Institution of Higher Education «Siberian Federal University» 28 09 2022 3 143 154

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

 biometric identification classification machine learning neural network algorithm MFCC CNN.