Underwater Acoustic Signal Classification Based on Sparse Time–Frequency Representation and Deep Learning

IEEE Journal of Oceanic Engineering ◽

10.1109/joe.2020.3039037 ◽

2021 ◽

pp. 1-11

Author(s):

Yongchun Miao ◽

Yuriy V. Zakharov ◽

Haixin Sun ◽

Jianghui Li ◽

Junfeng Wang

Keyword(s):

Deep Learning ◽

Acoustic Signal ◽

Signal Classification ◽

Underwater Acoustic ◽

Time Frequency ◽

Frequency Representation ◽

Underwater Acoustic Signal

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Underwater acoustic signal denoising Using multi-directionnals masks on time-frequency representation

OCEANS 2014 - TAIPEI ◽

10.1109/oceans-taipei.2014.6964470 ◽

2014 ◽

Author(s):

Ugo Moreaud ◽

Philippe Courmontagne ◽

Samir Ouelha ◽

Fabien Chaillan ◽

Jean-Remi Mesquida

Keyword(s):

Acoustic Signal ◽

Signal Denoising ◽

Underwater Acoustic ◽

Time Frequency ◽

Frequency Representation ◽

Underwater Acoustic Signal

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Time-frequency analysis of underwater acoustic signal based on improved harmonic wavelet

2013 IEEE International Conference of IEEE Region 10 (TENCON 2013) ◽

10.1109/tencon.2013.6719063 ◽

2013 ◽

Author(s):

Lu Wang ◽

Bo Lei

Keyword(s):

Frequency Analysis ◽

Acoustic Signal ◽

Time Frequency Analysis ◽

Underwater Acoustic ◽

Time Frequency ◽

Harmonic Wavelet ◽

Underwater Acoustic Signal

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A Method of Underwater Acoustic Signal Classification Based on Deep Neural Network

2018 5th International Conference on Information Science and Control Engineering (ICISCE) ◽

10.1109/icisce.2018.00019 ◽

2018 ◽

Author(s):

Zhengxian Wei ◽

Yang Ju ◽

Min Song

Keyword(s):

Neural Network ◽

Acoustic Signal ◽

Deep Neural Network ◽

Signal Classification ◽

Underwater Acoustic ◽

Underwater Acoustic Signal

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A Method for Underwater Acoustic Signal Classification Using Convolutional Neural Network Combined with Discrete Wavelet Transform

International Journal of Wavelets Multiresolution and Information Processing ◽

10.1142/s0219691320500927 ◽

2020 ◽

Author(s):

Kyong-Il Kim ◽

Myong-il Pak ◽

Bong-Pil Chon ◽

Chun-Hyok Ri

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Convolutional Neural Network ◽

Discrete Wavelet Transform ◽

Acoustic Signal ◽

Signal Classification ◽

Discrete Wavelet ◽

Underwater Acoustic ◽

Underwater Acoustic Signal

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Underwater acoustic signal analysis based on adaptive data extrapolations in time-frequency representations

Proceedings of OCEANS'94 ◽

10.1109/oceans.1994.363972 ◽

2002 ◽

Author(s):

G. Thomas ◽

S.D. Cabrera

Keyword(s):

Acoustic Signal ◽

Signal Analysis ◽

Underwater Acoustic ◽

Time Frequency ◽

Acoustic Signal Analysis ◽

Underwater Acoustic Signal

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An image processing approach to underwater acoustic signal classification

1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation ◽

10.1109/icsmc.1997.637357 ◽

2002 ◽

Author(s):

K.S. Thyagarajan ◽

T. Nguyen ◽

C.E. Persons

Keyword(s):

Image Processing ◽

Acoustic Signal ◽

Signal Classification ◽

Underwater Acoustic ◽

Processing Approach ◽

Underwater Acoustic Signal

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Deep Learning based Framework for Underwater Acoustic Signal Recognition and Classification

Proceedings of the 2018 2nd International Conference on Computer Science and Artificial Intelligence - CSAI '18 ◽

10.1145/3297156.3297180 ◽

2018 ◽

Author(s):

Hao Wu ◽

Qingzeng Song ◽

Guanghao Jin

Keyword(s):

Deep Learning ◽

Acoustic Signal ◽

Signal Recognition ◽

Underwater Acoustic ◽

Underwater Acoustic Signal

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Deep learning-based framework for expansion, recognition and classification of underwater acoustic signal

Journal of Experimental & Theoretical Artificial Intelligence ◽

10.1080/0952813x.2019.1647560 ◽

2019 ◽

Vol 32 (2) ◽

pp. 205-218

Author(s):

Guanghao Jin ◽

Fan Liu ◽

Hao Wu ◽

Qingzeng Song

Keyword(s):

Deep Learning ◽

Acoustic Signal ◽

Underwater Acoustic ◽

Underwater Acoustic Signal

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On time-frequency representations for underwater acoustic signal

2012 Oceans ◽

10.1109/oceans.2012.6405047 ◽

2012 ◽

Author(s):

P. Courmontagne ◽

S. Ouelha ◽

F. Chaillan

Keyword(s):

Acoustic Signal ◽

Underwater Acoustic ◽

Time Frequency ◽

Underwater Acoustic Signal

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Underwater acoustic signal analysis: preprocessing and classification by deep learning

Neural Network World ◽

10.14311/nnw.2020.30.007 ◽

2020 ◽

Vol 30 (2) ◽

pp. 85-96

Author(s):

Hao Wu ◽

Qingzeng Song ◽

Guanghao Jin

Keyword(s):

Deep Learning ◽

Acoustic Signal ◽

Signal Analysis ◽

Underwater Acoustic ◽

Acoustic Signal Analysis ◽

Underwater Acoustic Signal

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