Dynamic mode decomposition: A feature extraction technique based hidden Markov model for detection of Mysticetes' vocalisations

OO Ogundile, AM Usman, OP Babalola… - Ecological Informatics, 2021 - Elsevier
The detection and classification of Mysticetes' vocalisations have evoked the attention of
researchers over the years because of their relevance to the marine ecosystem. These …

Large-scale whale-call classification by transfer learning on multi-scale waveforms and time-frequency features

L Zhang, D Wang, C Bao, Y Wang, K Xu - Applied Sciences, 2019 - mdpi.com
Whale vocal calls contain valuable information and abundant characteristics that are
important for classification of whale sub-populations and related biological research. In this …

[PDF][PDF] Relevance-based feature masking: Improving neural network based whale classification through explainable artificial intelligence

D Schiller, T Huber, F Lingenfelser, M Dietz… - 2019 - opus.bibliothek.uni-augsburg.de
Underwater sounds provide essential information for marine researchers to study sea
mammals. During long-term studies large amounts of sound signals are being recorded …

Whale-Call Classification Based on Transfer Learning and Ensemble Method

Z Lu, B Zhang, L Sun, L Fan… - 2020 IEEE 20th …, 2020 - ieeexplore.ieee.org
Whale calls contain rich acoustic characteristics, which can fully perceive the underwater
environment. The purpose of whale-call classification in complex underwater environment is …