A survey of speaker recognition: Fundamental theories, recognition methods and opportunities

MM Kabir, MF Mridha, J Shin, I Jahan, AQ Ohi - IEEE Access, 2021 - ieeexplore.ieee.org
Humans can identify a speaker by listening to their voice, over the telephone, or on any
digital devices. Acquiring this congenital human competency, authentication technologies …

Automatic speaker verification systems and spoof detection techniques: review and analysis

A Mittal, M Dua - International Journal of Speech Technology, 2022 - Springer
Automatic speaker verification (ASV) systems are enhanced enough, that industry is
attracted to use them practically in security systems. However, vulnerability of these systems …

Speech and speaker recognition using raw waveform modeling for adult and children's speech: A comprehensive review

K Radha, M Bansal, RB Pachori - Engineering Applications of Artificial …, 2024 - Elsevier
Conventionally, the extraction of hand-crafted acoustic features has been separated from the
task of establishing robust machine-learning models in speech processing. The manual …

An optimum end-to-end text-independent speaker identification system using convolutional neural network

S Farsiani, H Izadkhah, S Lotfi - Computers and Electrical Engineering, 2022 - Elsevier
In recent years, convolutional neural networks (CNNs) have outperformed conventional
methods in end-to-end speaker identification (SI) systems. The CNN training time is …

Deep speaker recognition: Process, progress, and challenges

AQ Ohi, MF Mridha, MA Hamid, MM Monowar - IEEE Access, 2021 - ieeexplore.ieee.org
Speaker recognition is related to human biometrics dealing with the identification of
speakers from their speech. Speaker recognition is an active research area and being …

An analysis of personalized learning opportunities in 3D VR

I Horváth - Frontiers in Computer Science, 2021 - frontiersin.org
Due to its constantly develo** technological background, VR and AR technology has
been gaining increasing popularity not just in industry or business but in education as well …

A comprehensive review on speaker recognition

B Saritha, MA Laskar, RH Laskar - Advances in Speech and Music …, 2022 - Springer
Speech is the most natural mode of human communication. In addition to the exchange of
thoughts and ideas, speech is considered to be useful for extracting a lot of other information …

Ice: An intelligent cognition engine with 3d nand-based in-memory computing for vector similarity search acceleration

HW Hu, WC Wang, YH Chang, YC Lee… - 2022 55th IEEE/ACM …, 2022 - ieeexplore.ieee.org
Vector similarity search (VSS) for unstructured vectors generated via machine learning
methods is a promising solution for many applications, such as face search. With increasing …

Improving fairness in speaker recognition

G Fenu, G Medda, M Marras, G Meloni - Proceedings of the 2020 …, 2020 - dl.acm.org
The human voice conveys unique characteristics of an individual, making voice biometrics a
key technology for verifying identities in various industries. Despite the impressive progress …

[HTML][HTML] Ten deep learning techniques to address small data problems with remote sensing

A Safonova, G Ghazaryan, S Stiller… - International Journal of …, 2023 - Elsevier
Researchers and engineers have increasingly used Deep Learning (DL) for a variety of
Remote Sensing (RS) tasks. However, data from local observations or via ground truth is …