Integration over song classification replicates: Song variant analysis in the hihi
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Ranjard, Louis; Withers, Sarah; Brunton, D.H.; Ross, Howard A; Parsons, Stuart
Description
Human expert analyses are commonly used in bioacoustic studies and can potentially limit the reproducibility of these results. In this paper, a machine learning method is presented to statistically classify avian vocalizations. Automated approaches were applied to isolate bird songs from long field recordings, assess song similarities, and classify songs into distinct variants. Because no positive controls were available to assess the true classification of variants, multiple replicates of...[Show more]
Collections | ANU Research Publications |
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Date published: | 2015 |
Type: | Journal article |
URI: | http://hdl.handle.net/1885/151977 |
Source: | Journal of the Acoustical Society of America |
DOI: | 10.1121/1.4919329 |
Access Rights: | Open Access |
Download
File | Description | Size | Format | Image |
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01_Ranjard_Integration_over_song_2015.pdf | 1.63 MB | Adobe PDF | ||
02_Ranjard_Integration_over_song_2015.pdf | 1.63 MB | Adobe PDF |
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