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Emma Ozanich
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Machine learning in acoustics: Theory and applications
MJ Bianco, P Gerstoft, J Traer, E Ozanich, MA Roch, S Gannot, ...
The Journal of the Acoustical Society of America 146 (5), 3590-3628, 2019
2102019
Source localization in an ocean waveguide using supervised machine learning
H Niu, E Reeves, P Gerstoft
The Journal of the Acoustical Society of America 142 (3), 1176-1188, 2017
1362017
Ship localization in Santa Barbara Channel using machine learning classifiers
H Niu, E Ozanich, P Gerstoft
The journal of the acoustical society of America 142 (5), EL455-EL460, 2017
1002017
Deep-learning source localization using multi-frequency magnitude-only data
H Niu, Z Gong, E Ozanich, P Gerstoft, H Wang, Z Li
The Journal of the Acoustical Society of America 146 (1), 211-222, 2019
662019
A feedforward neural network for direction-of-arrival estimation
E Ozanich, P Gerstoft, H Niu
The journal of the acoustical society of America 147 (3), 2035-2048, 2020
562020
Eastern Arctic ambient noise on a drifting vertical array
E Ozanich, P Gerstoft, PF Worcester, MA Dzieciuch, A Thode
The Journal of the Acoustical Society of America 142 (4), 1997-2006, 2017
182017
Block sparse Bayesian learning for broadband mode extraction in shallow water from a vertical array
H Niu, P Gerstoft, E Ozanich, Z Li, R Zhang, Z Gong, H Wang
The Journal of the Acoustical Society of America 147 (6), 3729-3739, 2020
172020
Deep embedded clustering of coral reef bioacoustics
E Ozanich, A Thode, P Gerstoft, LA Freeman, S Freeman
The Journal of the Acoustical Society of America 149 (4), 2587-2601, 2021
92021
Automated two-dimensional localization of underwater acoustic transient impulses using vector sensor image processing (vector sensor localization)
AM Thode, AS Conrad, E Ozanich, R King, SE Freeman, LA Freeman, ...
The Journal of the Acoustical Society of America 149 (2), 770-787, 2021
82021
A deep network for single-snapshot direction of arrival estimation
E Ozanich, P Gerstoft, H Niu
2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019
62019
Machine learning in acoustics: a review
MJ Bianco, P Gerstoft, J Traer, E Ozanich, MA Roch, S Gannot, ...
arXiv preprint arXiv:1905.04418, 2019
62019
Deep learning for ocean acoustic source localization using one sensor
H Niu, Z Gong, E Ozanich, P Gerstoft, H Wang, Z Li
arXiv preprint arXiv:1903.12319, 2019
62019
Big data based ocean acoustic source localization via deep learning
H Niu, ZX Gong, H Wang, E Reeves Ozanich, P Gerstoft
The Journal of the Acoustical Society of America 144 (3), 1729-1730, 2018
32018
Ocean source localization with multi-frequency deep learning in uncertain environments
H Niu, ZX Gong, E Reeves Ozanich, P Gerstoft, H Wang, Z Li
The Journal of the Acoustical Society of America 146 (4), 2962-2962, 2019
12019
Ocean acoustic range estimation in noisy environments using convolutional networks
E Reeves Ozanich, P Gerstoft, A Purohit, H Niu
The Journal of the Acoustical Society of America 144 (3), 1743-1743, 2018
12018
Correlation between the fluctuations of underwater sound propagation and shelfbreak oceanography
YT Lin, G Gawarkiewicz, AC Lavery, WG Zhang, JM Jech, M Siderius, ...
The Journal of the Acoustical Society of America 150 (4), A157-A157, 2021
2021
Machine learning for acoustic source localization in room and ocean acoustics
P Gerstoft, H Niu, MJ Bianco, E Ozanich, Y Wu
The Journal of the Acoustical Society of America 150 (4), A112-A112, 2021
2021
Modeling and observation of low-frequency propagation into warm core ring on the New England shelf slope
E Reeves Ozanich, BJ DeCourcy, YT Lin
The Journal of the Acoustical Society of America 150 (4), A82-A83, 2021
2021
Deep embedded clustering of coral reef bioacoustics
E Reeves Ozanich, AM Thode, P Gerstoft, LA Freeman, SE Freeman
The Journal of the Acoustical Society of America 149 (4), A113-A113, 2021
2021
Unsupervised clustering of coral reef bioacoustics
E Ozanich, A Thode, P Gerstoft, LA Freeman, S Freeman
arXiv e-prints, arXiv: 2012.09982, 2020
2020
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