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01/15/2023
Robust and Sparse M-Estimation of DOA
A robust and sparse Direction of Arrival (DOA) estimator is derived base...
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11/08/2022
Spoofing Attack Detection in the Physical Layer with Commutative Neural Networks
In a spoofing attack, an attacker impersonates a legitimate user to acce...
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10/27/2022
Deep Learning Object Detection Approaches to Signal Identification
Traditionally source identification is solved using threshold based ener...
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03/02/2021
Audio scene monitoring using redundant un-localized microphone arrays
We present a system for localizing sound sources in a room with several ...
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01/26/2021
Semi-supervised source localization in reverberant environments with deep generative modeling
A semi-supervised approach to acoustic source localization in reverberan...
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12/17/2020
Unsupervised clustering of coral reef bioacoustics
An unsupervised process is described for clustering automatic detections...
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05/27/2020
Semi-supervised source localization with deep generative modeling
We develop a semi-supervised learning (SSL) approach for acoustic source...
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05/11/2019
Machine learning in acoustics: a review
Acoustic data provide scientific and engineering insights in fields rang...
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04/01/2019
Sound source ranging using a feed-forward neural network with fitting-based early stopping
When a feed-forward neural network (FNN) is trained for source ranging i...
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03/17/2018
Variational Bayesian Inference of Line Spectral Estimation with Multiple Measurement Vectors
In this paper, the line spectral estimation (LSE) problem with multiple ...
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01/29/2017