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Journal Articles

Neural network for geoacoustic inversion of sub-bottom profiler data

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Justin Diamond, David Dall'Osto, John Mower
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 55, 005001 (2024)
https://doi.org/10.1121/2.0002019
Published: March 2025
View articletitled, Neural network for geoacoustic inversion of sub-bottom profiler data
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Journal Articles

Latent space representation method for structural acoustic assessments

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Gregory Banyay, Andrew S. Wixom
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 54, 022004 (2024)
https://doi.org/10.1121/2.0002017
Published: March 2025
View articletitled, Latent space representation method for structural acoustic assessments
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Journal Articles

Classification of morphologically separated synthetic aperture sonar imagery via dual-representation convolutional neural networks

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Geoff Goehle, Benjamin Cowen, J. David Park, Thomas Blanford, Daniel C. Brown
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 55, 055002 (2024)
https://doi.org/10.1121/2.0002009
Published: February 2025
View articletitled, Classification of morphologically separated synthetic aperture sonar imagery via dual-representation convolutional neural networks
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Journal Articles

Enhancing voice biometric security: Evaluating neural network and human capabilities in detecting cloned voices

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Andrzej Czyzewski
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 54, 055005 (2024)
https://doi.org/10.1121/2.0001978
Published: November 2024
View articletitled, Enhancing voice biometric security: Evaluating neural network and human capabilities in detecting cloned voices
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Journal Articles

Acoustic-based automatic speech intelligibility scoring using deep neural networks

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Nikita B. Emberi, Tyler T. Schnoor, Benjamin V. Tucker, Richard A. Wright
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 50, 060010 (2022)
https://doi.org/10.1121/2.0001973
Published: November 2024
View articletitled, Acoustic-based automatic speech intelligibility scoring using deep neural networks
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Journal Articles

Validating seabed classification of spectrograms from multiple channels on a vertical line array

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Ginger E. Lau, Tracianne B. Neilsen
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 51, 055003 (2023)
https://doi.org/10.1121/2.0001971
Published: November 2024
View articletitled, Validating seabed classification of spectrograms from multiple channels on a vertical line array
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Journal Articles

Neural network-based measure of consonant lenition in Parkinson's Disease

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Ratree Wayland, Kevin Tang, Fenqi Wang, Sophia Vellozzi, Rachel Meyer, Rahul Sengupta
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 52, 060003 (2023)
https://doi.org/10.1121/2.0001913
Published: July 2024
View articletitled, Neural network-based measure of consonant lenition in Parkinson's Disease
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Journal Articles

Dynamic neural network switching for active noise control of nonlinear systems

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Xander Pike, Jordan Cheer
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 52, 055007 (2023)
https://doi.org/10.1121/2.0001855
Published: May 2024
View articletitled, Dynamic neural network switching for active noise control of nonlinear systems
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Journal Articles

Deep learning-enhanced 3D echo decorrelation imaging for monitoring radiofrequency ablation in ex vivo human liver

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Elmira Ghahramani Z., Peter D. Grimm, Nicholas S. Schoenleb, Benjamin E. Weiss, Alexander J. Knapp, Bahar Saremi, Jiang Wang, Syed A. Ahmad, Shimul A. Shah, Ralph C. Quillin, III, Sameer H. Patel, V. B. Surya Prasath, T. Douglas Mast
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 51, 020004 (2023)
https://doi.org/10.1121/2.0001821
Published: February 2024
View articletitled, Deep learning-enhanced 3D echo decorrelation imaging for monitoring radiofrequency ablation in ex vivo human liver
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Journal Articles

Gunshot detection from audio excerpts of urban sounds using transfer learning

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John Irungu, Jamelia Ancel, Wagdy Mahmoud, Max Denis
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 51, 045003 (2023)
https://doi.org/10.1121/2.0001783
Published: September 2023
View articletitled, Gunshot detection from audio excerpts of urban sounds using transfer learning
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Journal Articles

Neural networks’ posterior probability as measure of effects of alcohol on speech

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Ratree Wayland, Kevin Tang, Fenqi Wang, Sophia Vellozzi, Rahul Sengupta
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 51, 060001 (2023)
https://doi.org/10.1121/2.0001764
Published: August 2023
View articletitled, Neural networks’ posterior probability as measure of effects of alcohol on speech
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Journal Articles

Lenition measures: Neural networks’ posterior probability vs. acoustic cues

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Ratree Wayland, Kevin Tang, Ph.D, Fenqi Wang, Sophia Vellozzi, Rahul Sengupta
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 50, 060002 (2022)
https://doi.org/10.1121/2.0001728
Published: March 2023
View articletitled, Lenition measures: Neural networks’ posterior probability vs. acoustic cues
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Journal Articles

Identification of violin timbre by neural network using acoustic features

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Masao Yokoyama, Yuya Ishigaki
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 49, 035004 (2022)
https://doi.org/10.1121/2.0001659
Published: December 2022
View articletitled, Identification of violin timbre by neural network using acoustic features
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Journal Articles

Ice anthropogenic classification with acoustic vector sensors using transformer neural networks

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Steven Whitaker, Andrew Barnard, George Anderson, Timothy Havens
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 46, 070003 (2022)
https://doi.org/10.1121/2.0001658
Published: December 2022
View articletitled, Ice anthropogenic classification with acoustic vector sensors using transformer neural networks
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Journal Articles

A methodology to define underwater acoustic radiated noise norms for small commercial vessel classes using neural networks

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Amy Deeb, Mae L. Seto
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 47, 070019 (2022)
https://doi.org/10.1121/2.0001633
Published: October 2022
View articletitled, A methodology to define underwater acoustic radiated noise norms for small commercial vessel classes using neural networks
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Journal Articles

Automatic recognition of underwater munitions from multi-view sonar surveys using semi supervised machine learning: a simulation study

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Oscar Bryan, Tom S. F. Haines, Alan Hunter, Roy Edgar Hansen, Narada Warakagoda
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 47, 070018 (2022)
https://doi.org/10.1121/2.0001632
Published: October 2022
View articletitled, Automatic recognition of underwater munitions from multi-view sonar surveys using semi supervised machine learning: a simulation study
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Journal Articles

Model-Aided Data Driven Adaptive Target Detection for Channel Matrix-Based Cognitive Sonar

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Touseef Ali, Akshay S. Bondre, Christ D. Richmond
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 46, 055002 (2022)
https://doi.org/10.1121/2.0001582
Published: September 2022
View articletitled, Model-Aided Data Driven Adaptive Target Detection for Channel Matrix-Based Cognitive Sonar
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Journal Articles

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

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Stephen Michael Amos, Daniel B. Mortenson, Tracianne B. Neilsen, David P. Knobles, William S. Hodgkiss
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 47, 070016 (2022)
https://doi.org/10.1121/2.0001625
Published: September 2022
View articletitled, Determining optimal time interval and frequency band of ship noise spectrograms for seabed classification
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Journal Articles

Automatic accentedness rating using deep neural networks

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Tyler T. Schnoor, Matthew C. Kelley, Benjamin V. Tucker
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 45, 060013 (2021)
https://doi.org/10.1121/2.0001617
Published: September 2022
View articletitled, Automatic accentedness rating using deep neural networks
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Journal Articles

Utilizing imaging geometry meta-data in classification of synthetic aperture sonar images with deep learning

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Narada Warakagoda, Øivind Midtgaard
Journal: Proceedings of Meetings on Acoustics
Proc. Mtgs. Acoust. 47, 070011 (2022)
https://doi.org/10.1121/2.0001607
Published: September 2022
View articletitled, Utilizing imaging geometry meta-data in classification of synthetic aperture sonar images with deep learning
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