Sound source localization in a multipath environment using convolutional neural networks

EL Ferguson, SB Williams, CT Jin - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
The propagation of sound in a shallow water environment is characterized by boundary
reflections from the sea surface and sea floor. These reflections result in multiple (indirect) …

Data-driven multi-microphone speaker localization on manifolds

B Laufer-Goldshtein, R Talmon… - … and Trends® in Signal …, 2020 - nowpublishers.com
Speech enhancement is a core problem in audio signal processing with commercial
applications in devices as diverse as mobile phones, conference call systems, smart …

Exploiting temporal context in CNN based multisource DOA estimation

A Bohlender, A Spriet, W Tirry… - IEEE/ACM Transactions …, 2021 - ieeexplore.ieee.org
Supervised learning methods are a powerful tool for direction of arrival (DOA) estimation
because they can cope with adverse conditions where simplified models fail. In this work, we …

A robust direction-of-arrival estimation method for impulsive noise environments

M Wang, DZ Feng, MH Chen, TT Su, XJ Zhang - Signal Processing, 2023 - Elsevier
The performance of conventional direction-of-arrival (DOA) estimation methods degrades
greatly when there are few snapshots and the noise model is mismatched, especially in …

A hybrid approach for speaker tracking based on TDOA and data-driven models

B Laufer-Goldshtein, R Talmon… - IEEE/ACM Transactions …, 2018 - ieeexplore.ieee.org
The problem of speaker tracking in noisy and reverberant enclosures is addressed in this
paper. We present a hybrid algorithm, combining traditional tracking schemes with a new …

Analysis of eigenvalue decomposition-based late reverberation power spectral density estimation

I Kodrasi, S Doclo - IEEE/ACM Transactions on Audio, Speech …, 2018 - ieeexplore.ieee.org
Many speech dereverberation techniques require an estimate of the late reverberation
power spectral density (PSD). State-of-the-art multichannel methods for estimating the late …

The Design of Clustering Algorithm and MAC Protocol for Low Delay Underwater Acoustic Sensor Networks

Q Zhang, H Wang, R Zhao, X Shen, K He… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Underwater acoustic sensor networks (UASNs), which are popular in various application
fields, including marine resources development, environmental exploration, seismic …

[HTML][HTML] Exploiting spatial diversity for increasing the robustness of sound source localization systems against reverberation

G Garcia-Barrios, EL Iglesias, JM Gutierrez-Arriola… - Applied Acoustics, 2023 - Elsevier
Acoustic reverberation is one of the most relevant factors that hampers the localization of a
sound source inside a room. To date, several approaches have been proposed to deal with …

A Reduced Complexity Acoustic-Based 3D DoA Estimation with Zero Cyclic Sum

RP Fernandes, JA Apolinário Jr, JM de Seixas - Sensors, 2024 - mdpi.com
Accurate direction of arrival (DoA) estimation is paramount in various fields, from
surveillance and security to spatial audio processing. This work introduces an innovative …

Sound-based distance estimation for indoor navigation in the presence of ego noise

U Saqib, JR Jensen - 2019 27th European Signal Processing …, 2019 - ieeexplore.ieee.org
An off-the-shelf drone for indoor operation would come with a variety of different sensors that
are used concurrently to avoid collision with, eg, walls, but these sensors are typically uni …