Open AccessAlgorithm For Identification Based On Voice
Author(s) -
N. Mamatov,
Niyozmatova Nilufar,
Samijonov Abdurashid,
Yusmardiah Yusuf,
Naibakhon Mamadalieva
Publication year - 2019
Publication title -
international journal of innovative technology and exploring engineering
Language(s) - English
Resource type - Journals
ISSN - 2278-3075
DOI - 10.35940/ijitee.b6368.129219
Subject(s) - computer science , identification (biology) , process (computing) , speech recognition , mixture model , speaker recognition , artificial intelligence , pattern recognition (psychology) , machine learning , algorithm , botany , biology , operating system
This article proposes an algorithm for automating the process of personality recognition based on voice, provides an analysis of existing methods used to solve the problem that needs to be solved. A method was implemented based on the Gaussian mixture model, which distinguishes a person’s voice with high accuracy. The components of this model allow you to simulate sound characteristics that are unique to each person. The results of the proposed algorithm and the use of voice recognition based on the results of the proposed algorithm are presented