Manatee Vocalization Detection Method Based on the Autoregressive Model and Neural Networks

This work presents a scheme for the detection of manatee vocalizations in underwater recordings to support efforts in monitoring and population estimation of this species in western Panama. The proposed automatic detection scheme uses the autoregressive model as a feature extraction stage to feed tw...

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Bibliographic Details

Published in:	2021 IEEE Latin-American Conference on Communications (LATINCOM) pp. 1 - 6
Main Authors:	Rios, Edwin, Merchan, Fernando, Higuero, Rosa, Poveda, Hector, Sanchez-Galan, Javier E., Ferre, Guillaume, Guzman, Hector M.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 17-11-2021
Subjects:	Autoregressive model backpropagation bioacoustic classification Conferences Estimation Feature extraction feedforward Feedforward neural networks manatee neural networks Sociology Supervised learning Training
Online Access:	Get full text
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