[HTML][HTML] A survey of sound source localization with deep learning methods

PA Grumiaux, S Kitić, L Girin, A Guérin - The Journal of the Acoustical …, 2022 - pubs.aip.org
This article is a survey of deep learning methods for single and multiple sound source
localization, with a focus on sound source localization in indoor environments, where …

Audio-visual speaker tracking: Progress, challenges, and future directions

J Zhao, Y Xu, X Qian, D Berghi, P Wu, M Cui… - arXiv preprint arXiv …, 2023 - arxiv.org
Audio-visual speaker tracking has drawn increasing attention over the past few years due to
its academic values and wide application. Audio and visual modalities can provide …

Sound event localization and detection using convolutional recurrent neural networks and gated linear units

T Komatsu, M Togami… - 2020 28th European Signal …, 2021 - ieeexplore.ieee.org
This paper proposes a sound event localization and detection (SELD) method using a
convolutional recurrent neural network (CRNN) with gated linear units (GLUs). The …

Анализ подходов и методов локализации акустических источников

ДМ Шаход, ЕД Агафонов - 2024 - elib.sfu-kras.ru
В данной статье представлен обзор традиционных методов локализации акустических
источников, основанных на обработке сигналов, а также современных методов …

Deep learning-based approach to improve the accuracy of time difference of arrival-based sound source localization

I Jeong, H Huh, IJ Jung, S Lee - … Journal of the Acoustical Society of …, 2024 - koreascience.kr
This study introduces an enhanced sound source localization technique, bolstered by a data-
driven deep learning approach, to improve the precision and accuracy of direction of arrival …