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Emma Ozanich
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Journal Articles

Reducing dimensionality of spectrograms using convolutional autoencoders

William F. Jenkins, Peter Gerstoft, Chih-Chieh Chien, Emma Ozanich
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 153, A178 (2023)
https://doi.org/10.1121/10.0018582
Published: March 2023
View article titled, Reducing dimensionality of spectrograms using convolutional autoencoders
Journal Articles

Study of acoustic propagation across an oceanic front at the edge of the New England shelf

Emma Ozanich, Glen Gawarkiewicz, Ying-Tsong Lin
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 152, 3756–3767 (2022)
https://doi.org/10.1121/10.0016630
Published: December 2022
View article titled, Study of acoustic propagation across an oceanic front at the edge of the New England shelf
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Journal Articles

Machine learning for acoustic source localization in room and ocean acoustics

Peter Gerstoft, Haiqiang Niu, Michael J. Bianco, Emma Ozanich, Yifan Wu
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 150, A112 (2021)
https://doi.org/10.1121/10.0007803
Published: October 2021
View article titled, Machine learning for acoustic source localization in room and ocean acoustics
Journal Articles

Deep embedded clustering of coral reef bioacoustics

Emma Ozanich, Aaron Thode, Peter Gerstoft, Lauren A. Freeman, Simon Freeman
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 149, 2587–2601 (2021)
https://doi.org/10.1121/10.0004221
Published: April 2021
View article titled, Deep embedded clustering of coral reef bioacoustics
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Journal Articles

Automated two-dimensional localization of underwater acoustic transient impulses using vector sensor image processing (vector sensor localization)

Aaron M. Thode, Alexander S. Conrad, Emma Ozanich, Rylan King, Simon E. Freeman, Lauren A. Freeman, Brian Zgliczynski, Peter Gerstoft, Katherine H. Kim
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 149, 770–787 (2021)
https://doi.org/10.1121/10.0003382
Published: February 2021
View article titled, Automated two-dimensional localization of underwater acoustic transient impulses using vector sensor image processing (vector sensor localization)
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Includes: Supplementary data
Journal Articles

Block sparse Bayesian learning for broadband mode extraction in shallow water from a vertical array

Haiqiang Niu, Peter Gerstoft, Emma Ozanich, Zhenglin Li, Renhe Zhang, Zaixiao Gong, Haibin Wang
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 147, 3729–3739 (2020)
https://doi.org/10.1121/10.0001322
Published: June 2020
View article titled, Block sparse Bayesian learning for broadband mode extraction in shallow water from a vertical array
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Journal Articles

A feedforward neural network for direction-of-arrival estimation

Emma Ozanich, Peter Gerstoft, Haiqiang Niu
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 147, 2035–2048 (2020)
https://doi.org/10.1121/10.0000944
Published: March 2020
View article titled, A feedforward neural network for direction-of-arrival estimation
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Journal Articles

Machine learning in acoustics: Theory and applications

Michael J. Bianco, Peter Gerstoft, James Traer, Emma Ozanich, Marie A. Roch, Sharon Gannot, Charles-Alban Deledalle
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 146, 3590–3628 (2019)
https://doi.org/10.1121/1.5133944
Published: November 2019
View article titled, Machine learning in acoustics: Theory and applications
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Journal Articles

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

Haiqiang Niu, Zaixiao Gong, Emma Ozanich, Peter Gerstoft, Haibin Wang, Zhenglin Li
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 146, 211–222 (2019)
https://doi.org/10.1121/1.5116016
Published: July 2019
View article titled, Deep-learning source localization using multi-frequency magnitude-only data
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Journal Articles

Ship localization in Santa Barbara Channel using machine learning classifiers

Haiqiang Niu, Emma Ozanich, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 142, EL455–EL460 (2017)
https://doi.org/10.1121/1.5010064
Published: November 2017
View article titled, Ship localization in Santa Barbara Channel using machine learning classifiers
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Journal Articles

Eastern Arctic ambient noise on a drifting vertical array

Emma Ozanich, Peter Gerstoft, Peter F. Worcester, Matthew A. Dzieciuch, Aaron Thode
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 142, 1997–2006 (2017)
https://doi.org/10.1121/1.5006053
Published: October 2017
View article titled, Eastern Arctic ambient noise on a drifting vertical array
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