An overview of text-independent speaker recognition: From features to supervectors

T Kinnunen, H Li - Speech communication, 2010 - Elsevier
This paper gives an overview of automatic speaker recognition technology, with an
emphasis on text-independent recognition. Speaker recognition has been studied actively …

[PDF][PDF] Распознавание личности по голосу: аналитический обзор

ВН Сорокин, ВВ Вьюгин, АА Тананыкин - Информационные процессы, 2012 - jip.ru
Задача распознавания диктора по его голосу была поставлена более 40 лет тому
назад, и исследования в этой области все еще продолжаются. Решение этой задачи …

Using combined features to improve speaker verification in the face of limited reverberant data

KA Al-Karawi, DY Mohammed - International Journal of Speech …, 2023 - Springer
Automatic speaker recognition has garnered significant attention in research, displaying
impressive performance in matched conditions where training and testing environments are …

An overview of statistical pattern recognition techniques for speaker verification

A Fazel, S Chakrabartty - IEEE Circuits and Systems Magazine, 2011 - ieeexplore.ieee.org
Even though the subject of speaker verification has been investigated for several decades,
numerous challenges and new opportunities in robust recognition techniques are still being …

Improving short utterance speaker recognition by modeling speech unit classes

L Li, D Wang, C Zhang, TF Zheng - IEEE/ACM Transactions on …, 2016 - ieeexplore.ieee.org
Short utterance speaker recognition (SUSR) is highly challenging due to the limited
enrollment and/or test data. We argue that the difficulty can be largely attributed to the …

Improving short utterance speaker verification by combining MFCC and Entrocy in Noisy conditions

KA Al-Karawi, DY Mohammed - Multimedia Tools and Applications, 2021 - Springer
Short utterance and background noise represent great challenging for speaker verification
due to the mismatch and limited training and/or retrieve data. A remarkable performance …

[图书][B] Robustness-related issues in speaker recognition

TF Zheng, L Li - 2017 - Springer
Speaker recognition (known as voiceprint recognition in industry) is the process of
automatically identifying or verifying the identity of a person from his/her voice, using the …

A deep learning approach for text-independent speaker recognition with short utterances

R Chakroun, M Frikha - Multimedia Tools and Applications, 2023 - Springer
Recently, the speaker recognition techniques have been widely attractive for their extensive
use in many fields, such as speech communications, domestic services, security and access …

Speaker recognition under limited data condition by noise addition

P Krishnamoorthy, HS Jayanna… - Expert Systems with …, 2011 - Elsevier
This work demonstrates that, under limited data condition, it is indeed possible to improve
the speaker recognition performance by controlled noise addition. The problem of limited …

[PDF][PDF] Experiments in SVM-based Speaker Verification Using Short Utterances.

M McLaren, R Vogt, B Baker, S Sridharan, S Sridharan - Odyssey, 2010 - isca-archive.org
This paper investigates the effects of limited speech data in the context of speaker
verification using the Gaussian mixture model (GMM) mean supervector support vector …