Performance Evaluation of PBDP Based Real-Time Speaker Identification System with Normal MFCC vs MFCC of LP Residual Features

2012 ◽  
pp. 358-366 ◽  
Author(s):  
Soma Khan ◽  
Joyanta Basu ◽  
Milton Samirakshma Bepari
Keyword(s):  
Performance Evaluation ◽  
Real Time ◽  
Speaker Identification ◽  
Identification System ◽  
Lp Residual

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

2020 ◽  
Vol 14 ◽  
Keyword(s):  
Real Time ◽  
Speech Enhancement ◽  
Speaker Recognition ◽  
Speaker Identification ◽  
Cost Effective ◽  
Recognition System ◽  
Identification System ◽  
Novel Approach ◽  
Activity Method ◽  
Voice Activity

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.

Sign in / Sign up

Export Citation Format

Share Document