State-of-the-art in speaker recognition

02/23/2022
by   Marcos Faundez-Zanuy, et al.
0

Recent advances in speech technologies have produced new tools that can be used to improve the performance and flexibility of speaker recognition While there are few degrees of freedom or alternative methods when using fingerprint or iris identification techniques, speech offers much more flexibility and different levels for performing recognition: the system can force the user to speak in a particular manner, different for each attempt to enter. Also with voice input the system has other degrees of freedom, such as the use of knowledge/codes that only the user knows, or dialectical/semantical traits that are difficult to forge. This paper offers and overview of the state of the art in speaker recognition, with special emphasis on the pros and contras, and the current research lines. The current research lines include improved classification systems, and the use of high level information by means of probabilistic grammars. In conclusion, speaker recognition is far away from being a technology where all the possibilities have already been explored.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
06/29/2020

Iris Recognition: Inherent Binomial Degrees of Freedom

The distinctiveness of the human iris has been measured by first extract...
research
11/02/2016

The Intelligent Voice 2016 Speaker Recognition System

This paper presents the Intelligent Voice (IV) system submitted to the N...
research
10/26/2019

Sum-Product Networks for Robust Automatic Speaker Recognition

The performance of a speaker recognition system degrades considerably in...
research
04/07/2020

Learning to fool the speaker recognition

Due to the widespread deployment of fingerprint/face/speaker recognition...
research
04/15/2020

Speaker Recognition in Bengali Language from Nonlinear Features

At present Automatic Speaker Recognition system is a very important issu...
research
12/27/2011

Multispectral Palmprint Recognition Using a Hybrid Feature

Personal identification problem has been a major field of research in re...
research
06/14/2023

Automated Speaker Independent Visual Speech Recognition: A Comprehensive Survey

Speaker-independent VSR is a complex task that involves identifying spok...

Please sign up or login with your details

Forgot password? Click here to reset