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A survey of sound source localization methods in wireless acoustic sensor networks
Wireless acoustic sensor networks (WASNs) are formed by a distributed group of acoustic‐
sensing devices featuring audio playing and recording capabilities. Current mobile …
sensing devices featuring audio playing and recording capabilities. Current mobile …
Robust sound source tracking using SRP-PHAT and 3D convolutional neural networks
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 …
based on the well-known SRP-PHAT algorithm and a three-dimensional Convolutional …
Towards end-to-end acoustic localization using deep learning: From audio signals to source position coordinates
This paper presents a novel approach for indoor acoustic source localization using
microphone arrays, based on a Convolutional Neural Network (CNN). In the proposed …
microphone arrays, based on a Convolutional Neural Network (CNN). In the proposed …
Lightweight and optimized sound source localization and tracking methods for open and closed microphone array configurations
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 …
sounds from the environment. Such ability usually involves the use of microphone arrays to …
Steered response power for sound source localization: A tutorial review
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 …
used for the task of Sound Source Localization (SSL), due to its satisfactory localization …
Enhanced robot speech recognition using biomimetic binaural sound source localization
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 …
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
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 …
error, known as outliers, would have a significant impact on the accuracy of sound source …
Over-determined source separation and localization using distributed microphones
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 …
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
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 …
field analysis. Rigid spherical microphone arrays allow the calculation of a compact …
SVD-PHAT: A fast sound source localization method
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 …
relies on Singular Value De-composition of the SRP-PHAT projection matrix. A kd tree is …