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Journal Articles

Convolutional neural networks for signal identification and extraction and seabed classification

Wesley E. Olson, Tracianne B. Neilsen, David P. Knobles, Jason D. Sagers, Preston S. Wilson

J. Acoust. Soc. Am. 155, A46 (2024)

https://doi.org/10.1121/10.0026748

Published: March 2024

View article titled, Convolutional neural networks for signal identification and extraction and seabed classification

Journal Articles

Deep sediment characterization from very low-frequency features from merchant ships

Alexandra M. Hopps-McDaniel, David P. Knobles, Tracianne B. Neilsen, Preston S. Wilson, William Hodgkiss, Jason D. Sagers

J. Acoust. Soc. Am. 155, A173 (2024)

https://doi.org/10.1121/10.0027211

Published: March 2024

View article titled, Deep sediment characterization from very low-frequency features from merchant ships

Journal Articles

Application of attention-based transformer for ship-of-opportunity spectrogram prediction

Corey E. Dobbs, Tracianne B. Neilsen, David P. Knobles, William Hodgkiss

J. Acoust. Soc. Am. 155, A89–A90 (2024)

https://doi.org/10.1121/10.0026914

Published: March 2024

View article titled, Application of attention-based transformer for ship-of-opportunity spectrogram prediction

Journal Articles

Options for temperature selection in maximum entropy approach to obtaining source levels and seabed porosity

Jacob R. Nuttall, Tracianne B. Neilsen, Mark K. Transtrum, David P. Knobles, William S. Hodgkiss

J. Acoust. Soc. Am. 154, A42 (2023)

https://doi.org/10.1121/10.0022738

Published: October 2023

View article titled, Options for temperature selection in maximum entropy approach to obtaining source levels and seabed porosity

Journal Articles

Effect of a low sound speed sediment layer on seismo-acoustic propagation in the New England Mud Patch

Jade F. Lopez Case, James H. Miller, Gopu R. Potty, Andrew R. McNeese, Preston S. Wilson, David P. Knobles

J. Acoust. Soc. Am. 154, A167 (2023)

https://doi.org/10.1121/10.0023152

Published: October 2023

View article titled, Effect of a low sound speed sediment layer on seismo-acoustic propagation in the New England Mud Patch

Journal Articles

Acoustic ducting by shelf water streamers at the New England shelfbreak

Jennifer J. Johnson, Ying-Tsong Lin, Arthur E. Newhall, Glen G. Gawarkiewicz, David P. Knobles, Jason D. Chaytor, William S. Hodgkiss

JASA Express Lett. 3, 086001 (2023)

https://doi.org/10.1121/10.0020348

Published: August 2023

View article titled, Acoustic ducting by shelf water streamers at the New England shelfbreak

Journal Articles

Maximum entropy approach for sediment porosity and source strength of transiting ships

Jacob R. Nuttall, Tracianne B. Neilsen, David P. Knobles, William Hodgkiss

J. Acoust. Soc. Am. 153, A58 (2023)

https://doi.org/10.1121/10.0018153

Published: March 2023

View article titled, Maximum entropy approach for sediment porosity and source strength of transiting ships

Journal Articles

Estimating seabed properties with a residual convolutional network

Tracianne B. Neilsen, Michael C. Mortenson, Amanda Schemel, David P. Knobles, William Hodgkiss

J. Acoust. Soc. Am. 153, A58 (2023)

https://doi.org/10.1121/10.0018152

Published: March 2023

View article titled, Estimating seabed properties with a residual convolutional network

Journal Articles

Mid-frequency sound propagation over a mud seabed with a compressional sound speed depth gradient

David P. Knobles, Tracianne B. Neilsen, William Hodgkiss, Preston S. Wilson, James H. Miller

J. Acoust. Soc. Am. 153, A86 (2023)

https://doi.org/10.1121/10.0018260

Published: March 2023

View article titled, Mid-frequency sound propagation over a mud seabed with a compressional sound speed depth gradient

Journal Articles

Seabed classification with ResNet-18 using multi-channel ship noise spectrograms

Ginger E. Lau, Tracianne B. Neilsen, David P. Knobles, William Hodgkiss

J. Acoust. Soc. Am. 153, A176 (2023)

https://doi.org/10.1121/10.0018575

Published: March 2023

View article titled, Seabed classification with ResNet-18 using multi-channel ship noise spectrograms

Journal Articles

Inferences of seabed characterization in a variable ocean environment

David P. Knobles, Julien Bonnel, William Hodgkiss, Preston S. Wilson, Tracianne B. Neilsen

J. Acoust. Soc. Am. 153, A176 (2023)

https://doi.org/10.1121/10.0018574

Published: March 2023

View article titled, Inferences of seabed characterization in a variable ocean environment

Journal Articles

Inference of both source and seabed characteristics from broadband signals on the New England continental slope

David P. Knobles, Preston S. Wilson, Andrew R. McNeese, William Hodgkiss, Tracianne B. Neilsen

J. Acoust. Soc. Am. 152, A238 (2022)

https://doi.org/10.1121/10.0016133

Published: October 2022

View article titled, Inference of both source and seabed characteristics from broadband signals on the New England continental slope

Journal Articles

Observation of a golden cheeked warbler (Setophaga chrysoparia), utilizing a typical B-song but an atypical A-song

David P. Knobles, Darrell Hutchinson, Preston S. Wilson, Lisa O'Donnell

J. Acoust. Soc. Am. 152, A277 (2022)

https://doi.org/10.1121/10.0016259

Published: October 2022

View article titled, Observation of a golden cheeked warbler (<em>Setophaga chrysoparia</em>), utilizing a typical B-song but an atypical A-song

Journal Articles

Learning both a value and uncertainty label for seabed parameters from ship noise data

Michael C. Mortenson, Tracianne B. Neilsen, Mark K. Transtrum, David P. Knobles

J. Acoust. Soc. Am. 152, A49 (2022)

https://doi.org/10.1121/10.0015502

Published: October 2022

View article titled, Learning both a value and uncertainty label for seabed parameters from ship noise data

Journal Articles

Overview of the seabed characterization experiment

Preston S. Wilson, David P. Knobles

J. Acoust. Soc. Am. 152, A100 (2022)

https://doi.org/10.1121/10.0015676

Published: October 2022

View article titled, Overview of the seabed characterization experiment

Journal Articles

Determining optimal time interval and frequency band of ship noise spectrograms for seabed classification

Stephen Michael Amos, Daniel B. Mortenson, Tracianne B. Neilsen, David P. Knobles, William S. Hodgkiss

Proc. Mtgs. Acoust. 47, 070016 (2022)

https://doi.org/10.1121/2.0001625

Published: September 2022

View article titled, Determining optimal time interval and frequency band of ship noise spectrograms for seabed classification

Journal Articles

Comparison of maximum entropy and ResNet-18 inferences of sediment sound speed using surface ship noise

Tracianne B. Neilsen, Michael C. Mortenson, Jacob R. Nuttall, Stephen M. Amos, Mark K. Transtrum, David P. Knobles, William Hodgkiss

J. Acoust. Soc. Am. 151, A267 (2022)

https://doi.org/10.1121/10.0011294

Published: April 2022

View article titled, Comparison of maximum entropy and ResNet-18 inferences of sediment sound speed using surface ship noise

Journal Articles

Trans-dimensional geoacoustic inversion on a range-dependent track: Using chirp subbottom survey data as prior information for seabed layering

Julien Bonnel, Stan Dosso, David P. Knobles, Preston S. Wilson, Gopu R. Potty, James H. Miller, Ying-Tsong Lin, John A. Goff

J. Acoust. Soc. Am. 150, A156 (2021)

https://doi.org/10.1121/10.0007970

Published: October 2021

View article titled, Trans-dimensional geoacoustic inversion on a range-dependent track: Using chirp subbottom survey data as prior information for seabed layering

Journal Articles

Applications of semi-supervised learning methods in underwater acoustics

Mason C. Acree, Tracianne B. Neilsen, David P. Knobles

J. Acoust. Soc. Am. 150, A156 (2021)

https://doi.org/10.1121/10.0007973

Published: October 2021

View article titled, Applications of semi-supervised learning methods in underwater acoustics

Journal Articles

Fisher information and Cramér-Rao bound analysis with stable gradients for ocean acoustic models

Michael C. Mortenson, Tracianne B. Neilsen, Mark K. Transtrum, David P. Knobles

J. Acoust. Soc. Am. 150, A328 (2021)

https://doi.org/10.1121/10.0008462

Published: October 2021

View article titled, Fisher information and Cramér-Rao bound analysis with stable gradients for ocean acoustic models

NARROW

Topics

Convolutional neural networks for signal identification and extraction and seabed classification

Deep sediment characterization from very low-frequency features from merchant ships

Application of attention-based transformer for ship-of-opportunity spectrogram prediction

Options for temperature selection in maximum entropy approach to obtaining source levels and seabed porosity

Effect of a low sound speed sediment layer on seismo-acoustic propagation in the New England Mud Patch

Acoustic ducting by shelf water streamers at the New England shelfbreak

Maximum entropy approach for sediment porosity and source strength of transiting ships

Estimating seabed properties with a residual convolutional network

Mid-frequency sound propagation over a mud seabed with a compressional sound speed depth gradient

Seabed classification with ResNet-18 using multi-channel ship noise spectrograms

Inferences of seabed characterization in a variable ocean environment

Inference of both source and seabed characteristics from broadband signals on the New England continental slope

Observation of a golden cheeked warbler (Setophaga chrysoparia), utilizing a typical B-song but an atypical A-song

Learning both a value and uncertainty label for seabed parameters from ship noise data

Overview of the seabed characterization experiment

Determining optimal time interval and frequency band of ship noise spectrograms for seabed classification

Comparison of maximum entropy and ResNet-18 inferences of sediment sound speed using surface ship noise

Trans-dimensional geoacoustic inversion on a range-dependent track: Using chirp subbottom survey data as prior information for seabed layering

Applications of semi-supervised learning methods in underwater acoustics

Fisher information and Cramér-Rao bound analysis with stable gradients for ocean acoustic models

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