Articles by Peter Gerstoft

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Peter Gerstoft

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Efficient Sound Field Reconstruction with Conditional Invertible Neural Networks

10 April 2024 by Xenofon Karakonstantis and others

Audio and Speech Processing, Sound

Deep Learning-based Modulation Classification of Practical OFDM Signals for Spectrum Sensing

28 March 2024 by Byungjun Kim and others at

UC San Diego

Networking and Internet Architecture

Non-uniform Array and Frequency Spacing for Regularization-free Gridless DOA

12 January 2024 by Yifan Wu and others

Signal Processing

Deep Learning based Spatially Dependent Acoustical Properties Recovery

23 November 2023 by Ruixian Liu and Peter Gerstoft

Machine Learning, Signal Processing

Spoofing Attack Detection in the Physical Layer with Robustness to User Movement

17 October 2023 by Daniel Romero and others

Signal Processing, Artificial Intelligence

Robust and Sparse M-Estimation of DOA

28 July 2023 by Christoph Mecklenbräuker and others

Statistics Theory

Gridless DOA Estimation with Multiple Frequencies

6 February 2023 by Yifan Wu and others

Signal Processing

Graph-based sequential beamforming

3 February 2023 by Yongsung Park and others

Signal Processing

Spoofing Attack Detection in the Physical Layer with Commutative Neural Networks

8 November 2022 by Daniel Romero and others

Machine Learning, Cryptography and Security

Deep Learning Object Detection Approaches to Signal Identification

1 November 2022 by Luke Wood and others

Sound, Machine Learning

Audio scene monitoring using redundant ad-hoc microphone array networks

23 August 2021 by Peter Gerstoft and others

Sound, Machine Learning

Semi-supervised source localization in reverberant environments with deep generative modeling

1 April 2021 by Michael Bianco and others

Signal Processing, Machine Learning

Deep embedded clustering of coral reef bioacoustics

21 March 2021 by Emma Ozanich and others

Machine Learning, Sound

SSLIDE: Sound Source Localization for Indoors based on Deep Learning

15 February 2021 by Yifan Wu and others

Audio and Speech Processing, Signal Processing

Alternating projections gridless covariance-based estimation for DOA

12 February 2021 by Yongsung Park and Peter Gerstoft

Signal Processing

Semi-supervised source localization with deep generative modeling

30 July 2020 by Michael Bianco and others

Audio and Speech Processing, Machine Learning

Gridless DOA Estimation and Root-MUSIC for Non-Uniform Arrays

9 March 2020 by Mark Wagner and others

Signal Processing

Machine learning in acoustics: theory and applications

1 August 2019 by Michael Bianco and others

Signal Processing, Machine Learning

Deep-learning source localization using multi-frequency magnitude-only data

18 July 2019 by Haiqiang Niu and others

Atmospheric and Oceanic Physics, Signal Processing

Sound source ranging using a feed-forward neural network with fitting-based early stopping

1 April 2019 by Jing Chi and others

Machine Learning, Sound

Gridless Line Spectral Estimation with Multiple Measurement Vector via Variational Bayesian Inference

28 November 2018 by Qi Zhang and others

Signal Processing

Variational Bayesian Line Spectral Estimation with Multiple Measurement Vectors

28 November 2018 by Jiang Zhu and others

Information Theory

Sparse travel time tomography with adaptive dictionaries

14 January 2018 by Michael Bianco and Peter Gerstoft

Geophysics, Image and Video Processing

Sparse Bayesian Learning for DOA Estimation in Heteroscedastic Noise

8 November 2017 by Peter Gerstoft and others at

Delft University of Technology

Signal Processing, Data Analysis, Statistics and Probability

Sparse Bayesian learning with uncertainty models and multiple dictionaries

26 June 2017 by Santosh Nannuru and others

Applications, Information Theory

Eastern Arctic soundscape measured with a drifting vertical line array

7 February 2017 by Emma Reeves and others

Geophysics, Data Analysis, Statistics and Probability

Source localization in an ocean waveguide using supervised machine learning

7 February 2017 by Haiqiang Niu and others

Atmospheric and Oceanic Physics, Neural and Evolutionary Computing

Dictionary learning of sound speed profiles

9 January 2017 by Michael Bianco and Peter Gerstoft

Atmospheric and Oceanic Physics, Information Theory

Multi Snapshot Sparse Bayesian Learning for DOA Estimation

29 February 2016 by Peter Gerstoft and others

Statistics Theory, Information Theory

Using the LASSO's Dual for Regularization in Sparse Signal Reconstruction from Array Data

2 September 2015 by Christoph Mecklenbräuker and others

Statistics Theory, Information Theory

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Information Theory Signal Processing Machine Learning Audio and Speech Processing Sound Statistics Theory Geophysics Data Analysis, Statistics and Probability Atmospheric and Oceanic Physics Networking and Internet Architecture Artificial Intelligence Cryptography and Security Applied Physics Computational Physics Image and Video Processing