[HTML][HTML] A survey of sound source localization with deep learning methods
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 …
localization, with a focus on sound source localization in indoor environments, where …
The LOCATA challenge: Acoustic source localization and tracking
The ability to localize and track acoustic events is a fundamental prerequisite for equip**
machines with the ability to be aware of and engage with humans in their surrounding …
machines with the ability to be aware of and engage with humans in their surrounding …
Audio-visual cross-attention network for robotic speaker tracking
Audio-visual signals can be used jointly for robotic perception as they complement each
other. Such multi-modal sensory fusion has a clear advantage, especially under noisy …
other. Such multi-modal sensory fusion has a clear advantage, especially under noisy …
Multiple source direction of arrival estimations using relative sound pressure based MUSIC
Y Hu, TD Abhayapala… - IEEE/ACM Transactions …, 2020 - ieeexplore.ieee.org
Subspace approach of MUSIC (multiple signal classication) has become one of the most
popular multi-source direction of arrival (DOA) estimations due to its easy implementation in …
popular multi-source direction of arrival (DOA) estimations due to its easy implementation in …
Active sensing for search and tracking: A review
L Varotto, A Cenedese, A Cavallaro - ar**ing spherical antenna array with unknown mutual coupling using relative signal pressure based multiple signal …
! Spherical antenna array (SAA) is a configuration that scans almost all the radiation sphere
with constant directivity. It finds applications in spacecraft and satellite communication …
with constant directivity. It finds applications in spacecraft and satellite communication …
Variational bayesian inference for audio-visual tracking of multiple speakers
In this article, we address the problem of tracking multiple speakers via the fusion of visual
and auditory information. We propose to exploit the complementary nature and roles of …
and auditory information. We propose to exploit the complementary nature and roles of …
Direction of arrival estimation for reverberant speech based on enhanced decomposition of the direct sound
Direction of arrival (DOA) estimation for speech sources is an important task in audio signal
processing. This task becomes a challenge in reverberant environments, which are typical to …
processing. This task becomes a challenge in reverberant environments, which are typical to …
Enhancing direct‐path relative transfer function using deep neural network for robust sound source localization
This article proposes a deep neural network (DNN)‐based direct‐path relative transfer
function (DP‐RTF) enhancement method for robust direction of arrival (DOA) estimation in …
function (DP‐RTF) enhancement method for robust direction of arrival (DOA) estimation in …