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Automated Robust Anuran Classification by Extracting Elliptical Feature Pairs from Audio Spectrograms

Abstract: 

Ecologists can assess the health of wetlands by monitoring populations of animals such as Anurans (i.e., frogs and toads), which are sensitive to habitat changes. But, surveying anurans requires trained experts to identify species from the animals’ mating calls. This identification task can be streamlined by automation. To this end, we propose an automatic frog-call classification algorithm and a smartphone application that drastically simplify the monitoring of anuran populations.

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Paper Details

Authors:
Katrina Smart, Ronaldo Menezes, Mark Bush, Eraldo Ribeiro
Submitted On:
8 March 2017 - 7:34pm
Short Link:
Type:
Poster
Event:
Presenter's Name:
Marcello Tomasini
Paper Code:
MLSP-P3.6
Document Year:
2017
Cite

Document Files

Tomasini - ICASSP 2017 - Poster

(24 downloads)

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[1] Katrina Smart, Ronaldo Menezes, Mark Bush, Eraldo Ribeiro, "Automated Robust Anuran Classification by Extracting Elliptical Feature Pairs from Audio Spectrograms", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1713. Accessed: Apr. 28, 2017.
@article{1713-17,
url = {http://sigport.org/1713},
author = {Katrina Smart; Ronaldo Menezes; Mark Bush; Eraldo Ribeiro },
publisher = {IEEE SigPort},
title = {Automated Robust Anuran Classification by Extracting Elliptical Feature Pairs from Audio Spectrograms},
year = {2017} }
TY - EJOUR
T1 - Automated Robust Anuran Classification by Extracting Elliptical Feature Pairs from Audio Spectrograms
AU - Katrina Smart; Ronaldo Menezes; Mark Bush; Eraldo Ribeiro
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1713
ER -
Katrina Smart, Ronaldo Menezes, Mark Bush, Eraldo Ribeiro. (2017). Automated Robust Anuran Classification by Extracting Elliptical Feature Pairs from Audio Spectrograms. IEEE SigPort. http://sigport.org/1713
Katrina Smart, Ronaldo Menezes, Mark Bush, Eraldo Ribeiro, 2017. Automated Robust Anuran Classification by Extracting Elliptical Feature Pairs from Audio Spectrograms. Available at: http://sigport.org/1713.
Katrina Smart, Ronaldo Menezes, Mark Bush, Eraldo Ribeiro. (2017). "Automated Robust Anuran Classification by Extracting Elliptical Feature Pairs from Audio Spectrograms." Web.
1. Katrina Smart, Ronaldo Menezes, Mark Bush, Eraldo Ribeiro. Automated Robust Anuran Classification by Extracting Elliptical Feature Pairs from Audio Spectrograms [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1713