1-D and 2-D convolution neural network for bird sound detection

This research aimed to determine the most suitable audio input format to the Convolution Neural Network (CNN) model, to train a bird activity detector that is low in memory usage with decent accuracy. To enable this investigation, three types of CNN were developed, including one 1-D CNN and two arch...

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Bibliographic Details
Main Author: Tee, Yun Hong
Format: Thesis
Language:English
Published: 2020
Subjects:
Online Access:http://eprints.utm.my/id/eprint/92992/1/TeeYunHongMSKE2020.pdf
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