A survey of underwater acoustic target recognition methods based on machine learning
X Luo, L Chen, H Zhou, H Cao - Journal of Marine Science and …, 2023 - mdpi.com
Underwater acoustic target recognition (UATR) technology has been implemented widely in
the fields of marine biodiversity detection, marine search and rescue, and seabed mapping …
the fields of marine biodiversity detection, marine search and rescue, and seabed mapping …
ShipsEar: An underwater vessel noise database
D Santos-Domínguez, S Torres-Guijarro… - Applied Acoustics, 2016 - Elsevier
There is a manifest shortage of audio databases available to underwater acoustics
researchers. With the aim of palliating this situation, ShipsEar, a database of underwater …
researchers. With the aim of palliating this situation, ShipsEar, a database of underwater …
Underwater acoustic target recognition: A combination of multi-dimensional fusion features and modified deep neural network
A method with a combination of multi-dimensional fusion features and a modified deep
neural network (MFF-MDNN) is proposed to recognize underwater acoustic targets in this …
neural network (MFF-MDNN) is proposed to recognize underwater acoustic targets in this …
Review of automatic detection and classification techniques for cetacean vocalization
Cetaceans have elicited the attention of researchers in recent decades due to their
importance to the ecosystem and their economic values. They use sound for communication …
importance to the ecosystem and their economic values. They use sound for communication …
Who is calling? Optimizing source identification from marmoset vocalizations with hierarchical machine learning classifiers
N Phaniraj, K Wierucka, Y Zürcher… - Journal of the Royal …, 2023 - royalsocietypublishing.org
With their highly social nature and complex vocal communication system, marmosets are
important models for comparative studies of vocal communication and, eventually, language …
important models for comparative studies of vocal communication and, eventually, language …
Detection of baleen whale species using kernel dynamic mode decomposition-based feature extraction with a hidden Markov model
AM Usman, DJJ Versfeld - Ecological Informatics, 2022 - Elsevier
The negative effects of human activities within the ecological space of whales remains an
issue of concern to marine ecologists. The accurate detection and subsequent classification …
issue of concern to marine ecologists. The accurate detection and subsequent classification …
[HTML][HTML] Wavelet-based feature extraction with hidden Markov model classification of Antarctic blue whale sounds
OP Babalola, J Versfeld - Ecological Informatics, 2024 - Elsevier
An approach for analyzing blue whale vocalizations in continuous acoustic recordings using
wavelet transform (WT) algorithm as a feature extraction method is proposed in this study …
wavelet transform (WT) algorithm as a feature extraction method is proposed in this study …
Seasonal variation of captive meagre acoustic signalling: a manual and automatic recognition approach
Many species rely on acoustic communication to fulfil several functions such as
advertisement and mediation of social interactions (eg, agonistic, mating). Therefore, fish …
advertisement and mediation of social interactions (eg, agonistic, mating). Therefore, fish …
Automatic classification of whistles from coastal dolphins of the southern African subregion
Passive acoustic monitoring (PAM) is commonly used to generate information on the
distribution, abundance, and behavior of cetacean species. In African waters, the utilization …
distribution, abundance, and behavior of cetacean species. In African waters, the utilization …
Integrative bioacoustics discrimination of eight delphinid species in the western South Atlantic Ocean
TO Simões Amorim, F Rezende de Castro… - PLoS …, 2019 - journals.plos.org
This study presents an integrative bioacoustics approach to discriminate eight species of
odontocetes found on the outer continental shelf and slope of the western South Atlantic …
odontocetes found on the outer continental shelf and slope of the western South Atlantic …