A survey of sound source localization methods in wireless acoustic sensor networks

M Cobos, F Antonacci, A Alexandridis… - Wireless …, 2017 - Wiley Online Library
Wireless acoustic sensor networks (WASNs) are formed by a distributed group of acoustic‐
sensing devices featuring audio playing and recording capabilities. Current mobile …

Robust sound source tracking using SRP-PHAT and 3D convolutional neural networks

D Diaz-Guerra, A Miguel… - IEEE/ACM Transactions …, 2020 - ieeexplore.ieee.org
In this article, we present a new single sound source DOA estimation and tracking system
based on the well-known SRP-PHAT algorithm and a three-dimensional Convolutional …

Lightweight and optimized sound source localization and tracking methods for open and closed microphone array configurations

F Grondin, F Michaud - Robotics and Autonomous Systems, 2019 - Elsevier
Human–robot interaction in natural settings requires filtering out the different sources of
sounds from the environment. Such ability usually involves the use of microphone arrays to …

Steered response power for sound source localization: A tutorial review

E Grinstein, E Tengan, B Çakmak, T Dietzen… - EURASIP Journal on …, 2024 - Springer
In the last three decades, the Steered Response Power (SRP) method has been widely
used for the task of Sound Source Localization (SSL), due to its satisfactory localization …

Enhanced robot speech recognition using biomimetic binaural sound source localization

J Dávila-Chacón, J Liu… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Inspired by the behavior of humans talking in noisy environments, we propose an embodied
embedded cognition approach to improve automatic speech recognition (ASR) systems for …

TDOA-based robust sound source localization with sparse regularization in wireless acoustic sensor networks

X Dang, W Ma, EAP Habets… - IEEE/ACM Transactions on …, 2022 - ieeexplore.ieee.org
Time difference of arrival (TDOA) measurements, which are contaminated by large values of
error, known as outliers, would have a significant impact on the accuracy of sound source …

Over-determined source separation and localization using distributed microphones

L Wang, JD Reiss, A Cavallaro - IEEE/ACM Transactions on …, 2016 - ieeexplore.ieee.org
We propose an overdetermined source separation and localization method for a set of M
microphones distributed around an unknown number, N<; M, of sources. We reformulate the …

Multiple sound source localization with steered response power density and hierarchical grid refinement

MB Çöteli, O Olgun… - IEEE/ACM Transactions …, 2018 - ieeexplore.ieee.org
Estimation of the direction-of-arrival (DOA) of sound sources is an important step in sound
field analysis. Rigid spherical microphone arrays allow the calculation of a compact …

SVD-PHAT: A fast sound source localization method

F Grondin, J Glass - ICASSP 2019-2019 IEEE International …, 2019 - ieeexplore.ieee.org
This paper introduces a new localization method called SVD-PHAT. The SVD-PHAT method
relies on Singular Value De-composition of the SRP-PHAT projection matrix. A kd tree is …