Low-dimensional learned feature spaces quantify individual and group differences in vocal repertoires

Increases in the scale and complexity of behavioral data pose an increasing challenge for data analysis. A common strategy involves replacing entire behaviors with small numbers of handpicked, domain-specific features, but this approach suffers from several crucial limitations. For example, handpick...

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Bibliographic Details
Main Authors: Jack Goffinet, Samuel Brudner, Richard Mooney, John Pearson
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2021-05-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/67855