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Validating deep learning seabed classification via acoustic similarity.
JASA Express Lett. 2021 Apr;1(4):040802. doi: 10.1121/10.0004138.
JASA Express Lett. 2021.
PMID: 36154199
Free article.
Seabed classification from merchant ship-radiated noise using a physics-based ensemble of deep learning algorithms.
Escobar-Amado CD, Neilsen TB, Castro-Correa JA, Van Komen DF, Badiey M, Knobles DP, Hodgkiss WS.
Escobar-Amado CD, et al. Among authors: van komen df.
J Acoust Soc Am. 2021 Aug;150(2):1434. doi: 10.1121/10.0005936.
J Acoust Soc Am. 2021.
PMID: 34470272
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Seabed and range estimation of impulsive time series using a convolutional neural network.
Van Komen DF, Neilsen TB, Howarth K, Knobles DP, Dahl PH.
Van Komen DF, et al.
J Acoust Soc Am. 2020 May;147(5):EL403. doi: 10.1121/10.0001216.
J Acoust Soc Am. 2020.
PMID: 32486785
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Learning location and seabed type from a moving mid-frequency source.
Neilsen TB, Escobar-Amado CD, Acree MC, Hodgkiss WS, Van Komen DF, Knobles DP, Badiey M, Castro-Correa J.
Neilsen TB, et al. Among authors: van komen df.
J Acoust Soc Am. 2021 Jan;149(1):692. doi: 10.1121/10.0003361.
J Acoust Soc Am. 2021.
PMID: 33514137
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Seabed type and source parameters predictions using ship spectrograms in convolutional neural networks.
Van Komen DF, Neilsen TB, Mortenson DB, Acree MC, Knobles DP, Badiey M, Hodgkiss WS.
Van Komen DF, et al.
J Acoust Soc Am. 2021 Feb;149(2):1198. doi: 10.1121/10.0003502.
J Acoust Soc Am. 2021.
PMID: 33639790
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Characterizing distinct components of tactical aircraft noise sources.
Van Komen DF, Harker BM, Neilsen TB, Gee KL, Hales Swift S, Wall AT, Micah Downing J, James MM.
Van Komen DF, et al.
J Acoust Soc Am. 2020 May;147(5):3550. doi: 10.1121/10.0001260.
J Acoust Soc Am. 2020.
PMID: 32486816
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