Algorithms of Data Collection and Analysis of Biometric Voice Data with the Use of Machine Learning Methods

被引：0

作者：

Maksutov, Artem A. ^{[1
]}

Bizhanov, Ruslan Zh. ^{[1
]}

Kozlov, Valentin K. ^{[1
]}

Antonchenko, Artem S. ^{[1
]}

机构：

[1] Natl Res Nucl Univ MEPhI, Dept Comp Syst & Technol, Moscow, Russia

来源：

PROCEEDINGS OF THE 2018 IEEE CONFERENCE OF RUSSIAN YOUNG RESEARCHERS IN ELECTRICAL AND ELECTRONIC ENGINEERING (EICONRUS) | 2018年

基金：

俄罗斯科学基金会;

关键词：

neural network; classifier; audio analysis;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Artificial neural networks are increasingly being introduced into modern life, finding application in different areas of activity. One of these uses is audio processing. Analysis of audio files is based on extracting of big amount of various characteristics which could be used in different ways. This paper is devoted to development of algorithm of collecting biometric voice data and neural network which uses these data to classify speech emotions. The main objective of this work was to create classifier of emotions which uses audio file as input data.

引用

页码：1121 / 1125

页数：5

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