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Michael J. Bianco
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Journal Articles

Recovery of spatially varying acoustical properties via automated partial differential equation identification

Ruixian Liu, Peter Gerstoft, Michael J Bianco, Bhaskar D. Rao
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 153, 3169 (2023)
https://doi.org/10.1121/10.0019592
Published: June 2023
View article titled, Recovery of spatially varying acoustical properties via automated partial differential equation identification
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Journal Articles

Blind source separation by long-term monitoring: A variational autoencoder to validate the clustering analysis

Domenico De Salvio, Michael J. Bianco, Peter Gerstoft, Dario D'Orazio, Massimo Garai
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 153, 738–750 (2023)
https://doi.org/10.1121/10.0016887
Published: January 2023
View article titled, Blind source separation by long-term monitoring: A variational autoencoder to validate the clustering analysis
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Journal Articles

Features analysis to label sound sources by long-term monitoring

Domenico De Salvio, Michael J. Bianco, Peter Gerstoft, Dario D'Orazio, Massimo Garai
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 151, A266 (2022)
https://doi.org/10.1121/10.0011292
Published: April 2022
View article titled, Features analysis to label sound sources by long-term monitoring
Journal Articles

Sound source localization based on multi-task learning and image translation network

Yifan Wu, Roshan Ayyalasomayajula, Michael J. Bianco, Dinesh Bharadia, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 150, 3374–3386 (2021)
https://doi.org/10.1121/10.0007133
Published: November 2021
View article titled, Sound source localization based on multi-task learning and image translation network
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Journal Articles

Automated partial differential equation identification

Ruixian Liu, Michael J. Bianco, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 150, 2364–2374 (2021)
https://doi.org/10.1121/10.0006444
Published: October 2021
View article titled, Automated partial differential equation identification
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Journal Articles

Residual physical modeling and semi-supervised source localization

Michael J. Bianco, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 150, A315 (2021)
https://doi.org/10.1121/10.0008418
Published: October 2021
View article titled, Residual physical modeling and semi-supervised source localization
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

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

Michael J. Bianco, Sharon Gannot, Efren Fernandez-Grande, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 148, 2662 (2020)
https://doi.org/10.1121/1.5147419
Published: October 2020
View article titled, Semi-supervised source localization in reverberant environments using deep generative modeling
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

Unsupervised machine learning for acoustic tomography and event detection

Michael J. Bianco, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 146, 2845 (2019)
https://doi.org/10.1121/1.5136868
Published: October 2019
View article titled, Unsupervised machine learning for acoustic tomography and event detection
Journal Articles

Travel time tomography with local sparse modeling and dictionary learning

Michael J. Bianco, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 144, 1728 (2018)
https://doi.org/10.1121/1.5067664
Published: September 2018
View article titled, Travel time tomography with local sparse modeling and dictionary learning
Journal Articles

Geophysical inversion by dictionary learning

Michael J. Bianco, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 141, 3524 (2017)
https://doi.org/10.1121/1.4987425
Published: May 2017
View article titled, Geophysical inversion by dictionary learning
Journal Articles

Dictionary learning of acoustic sound speed profiles

Michael J. Bianco, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 140, 3054 (2016)
https://doi.org/10.1121/1.4969490
Published: October 2016
View article titled, Dictionary learning of acoustic sound speed profiles
Journal Articles

Compressive acoustic sound speed profile estimation using wavelets

Michael J. Bianco, Haiqiang Niu, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 139, 2167 (2016)
https://doi.org/10.1121/1.4950426
Published: April 2016
View article titled, Compressive acoustic sound speed profile estimation using wavelets