Results 61 to 70 of about 756,236 (193)

Comparison of Modern Deep Learning Models for Speaker Verification

Applied Sciences
This research presents an extensive comparative analysis of a selection of popular deep speaker embedding models, namely WavLM, TitaNet, ECAPA, and PyAnnote, applied in speaker verification tasks.
Vitalii Brydinskyi, Yuriy Khoma, Dmytro Sabodashko, Michal Podpora, Volodymyr Khoma, Alexander Konovalov, Maryna Kostiak   +6 more
doaj   +1 more source

Improving automatic speaker verification using SVM techniques [PDF]

, 2009
Automatic recognition of people is an active field of research with important forensic and security applications. In these applications, it is not always possible for the subject to be in close proximity to the system.
McLaren, Mitchell Leigh
core   +1 more source

The CAVE-WP4 generic speaker verification system

, 1998
This papers describes the generic speaker verification system that was developed within Work Package 4, which was responsible for Research and Technology improvements for Speaker Verification in the CAVE project.
Pierrot, J. -B,, Bimbot, F.,, Lindberg, Johan,, Koolwaaij, J.,, Jaboulet, C.,   +4 more
core  

PLDA based speaker verification with weighted LDA techniques [PDF]

, 2012
This paper investigates the use of the dimensionality-reduction techniques weighted linear discriminant analysis (WLDA), and weighted median fisher discriminant analysis (WMFD), before probabilistic linear discriminant analysis (PLDA) modeling for the ...
Kanagasundaram, Ahilan, Dean, David B., Vogt, Robert J., Sridharan, Sridha   +3 more
core  

Channel Adaptation Based on Deep Neural Networks for Speaker Verification

工程科学与技术, 2016
:Inordertohandlethechannelconditiondistortionsbetweentrainandtestspeechinspeakerverification,basedonthedeepneuralnetworks,achanneladaptationapproachwasproposed.First,severalphoneticdeepneuralnetworks(DNNs)weretrainedon ...
龙艳花, 倪继锋, 叶宏
doaj  

Leveraging Large Language Models for Robust Speaker Verification

IEEE Access
Speaker verification (SV) has become increasingly crucial in voice authentication, security, and human-computer interaction systems. However, existing SV models often rely on task-specific architectures and require large amounts of speaker-labeled data ...
Xuehua Zhang, Yuntao Sun, Yanting Sun
doaj   +1 more source

Supervector Extraction for Encoding Speaker and Phrase Information with Neural Networks for Text-Dependent Speaker Verification

Applied Sciences, 2019
In this paper, we propose a new differentiable neural network with an alignment mechanism for text-dependent speaker verification. Unlike previous works, we do not extract the embedding of an utterance from the global average pooling of the temporal ...
Victoria Mingote, Antonio Miguel, Alfonso Ortega, Eduardo Lleida   +3 more
doaj   +1 more source

i-Vector-Based Speaker Verification on Limited Data Using Fusion Techniques

Journal of Intelligent Systems, 2018
In many biometric applications, limited data speaker verification plays a significant role in practical-oriented systems to verify the speaker. The performance of the speaker verification system needs to be improved by applying suitable techniques to ...
Jayanthi Kumari T.R., Jayanna H.S.
doaj   +1 more source

Speaker verification with elicited speaking-styles in the Verivox project

, 1998
Some experiments to take care of within speaker variations in speaker verification has been performed. To get speaker variation, speaking behaviour elicitation software has been developed.
Karlsson, Inger A.,, Nolan, F., Scherer, K., Lindberg, Johan,, Banziger, T., Johnstone, T., Melin, Håkan,, Dankovicová, J.   +7 more
core  

The effect of speech pathology on automatic speaker verification: a large-scale study. [PDF]

Sci Rep, 2023
Tayebi Arasteh S, Weise T, Schuster M, Noeth E, Maier A, Yang SH.   +5 more
europepmc   +1 more source