Voxsrc 2020: The second voxceleb speaker recognition challenge

A Nagrani, JS Chung, J Huh, A Brown, E Coto… - arXiv preprint arXiv …, 2020 - arxiv.org
We held the second installment of the VoxCeleb Speaker Recognition Challenge in
conjunction with Interspeech 2020. The goal of this challenge was to assess how well …

Siamese Networks for Speaker Identification on Resource-Constrained Platforms

LJ Jie, M Mun'im Ahmad Zabidi, S Sadiah… - Journal of Physics …, 2023 - iopscience.iop.org
This paper investigates the implementation of a lightweight Siamese neural network for
enhancing speaker identification accuracy and inference speed in embedded systems …

Self-supervised deep learning approaches to speaker recognition: A Ph. D. Thesis overview

U Khan, FJ Hernando Pericás - Fifth International Conference …, 2021 - upcommons.upc.edu
Recent advances in Deep Learning (DL) for speaker recognition have improved the
performance but are constrained to the need of labels for the background data, which is …

Self-supervised deep learning approaches to speaker recognition

U Khan - 2021 - upcommons.upc.edu
In speaker recognition, i-vectors have been the state-of-the-art unsupervised technique over
the last few years, whereas x-vectors is becoming the state-of-the-art supervised technique …