Improving The Robustness Of Right Whale Detection In Noisy Conditions Using Denoising Autoencoders And Augmented Training

The aim of this paper is to examine denoising autoencoders (DAEs) for improving the detection of right whales recorded in harsh marine environments. Passive acoustic recordings are taken from autonomous surface vehicles (ASVs) and are subject to noise from sources such as shipping and offshore const...

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Vydané v:	Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) s. 91 - 95
Hlavní autori:	Vickers, W., Milner, B., Lee, R.
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 06.06.2021
Predmet:	autoencoder autonomous surface vehicles cetacean detection CNN Data models Noise reduction right whale Surface cleaning Surface contamination Training Training data Whales
ISSN:	2379-190X
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