A Novel Approach to Increase the Efficiency of a Multi-lingual Real-time Speaker Identification System-Reference-Cited by-同舟云学术

A Novel Approach to Increase the Efficiency of a Multi-lingual Real-time Speaker Identification System

Published:2020-12-21 Issue: Volume:14 Page:159-171
ISSN:2074-1308
Container-title:International Journal of Systems Applications, Engineering & Development
language:en
Short-container-title:

Author:

Pradhan Alaka¹,Sarangi Susanta Kumar²,Bhuyan Kanhu Charan³

Affiliation:

1. Dept. of Instrumentation and Electronics Engineering, College of Engineering and Technology, Bhubaneswar, India

2. Dept. of Electronics and Communication Engineering, ITER, SOA Deem to be University, Bhubaneswar, India

3. Dept.of Instrumentation and Electronics Engineering, College of Engineering and Technology, Bhubaneswar, India

Abstract

Nowadays, the real-time speaker recognition system is very popular due to its cost-effective nature. However, it is a very challenging one to produce a more efficient speaker identification system. In our work, we work on a multi-lingual real-time speaker identification system. We work in a novel way to enhance the efficiency of the said system. We take some real speech signals and use different speech enhancement methods and our proposed voice activity method (VAD) to enhance the efficiency of said system. By doing so, we increase the accuracy of the said system relatively by 2% as compared to existing methods.

Publisher

North Atlantic University Union (NAUN)

Subject

Management, Monitoring, Policy and Law,Geography, Planning and Development

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