Toward Audio Beehive Monitoring: Deep Learning vs. Standard Machine Learning in Classifying Beehive Audio Samples

Toward Audio Beehive Monitoring: Deep Learning vs. Standard Machine Learning in Classifying Beehive Audio Samples

Electronic beehive monitoring extracts critical information on colony behavior and phenology without invasive beehive inspections and transportation costs. As an integral component of electronic beehive monitoring, audio beehive monitoring has the potential to automate the identification of various...

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Bibliographic Details
Main Authors: Vladimir Kulyukin, Sarbajit Mukherjee, Prakhar Amlathe
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Applied Sciences
Subjects:
deep learning
machine learning
convolutional neural networks
audio classification
audio processing
electronic beehive monitoring
bioacoustics
ecoacoustics
Online Access:http://www.mdpi.com/2076-3417/8/9/1573

Internet

http://www.mdpi.com/2076-3417/8/9/1573

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