Automatic classification of mice vocalizations using Machine Learning techniques and Convolutional Neural Networks

Ultrasonic vocalizations (USVs) analysis is a well-recognized tool to investigate animal communication. It can be used for behavioral phenotyping of murine models of different disorders. The USVs are usually recorded with a microphone sensitive to ultrasound frequencies and they are analyzed by spec...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Premoli, Marika, Baggi, Daniele, Bianchetti, Marco, Gnutti, Alessandro, Bondaschi, Marco, Mastinu, Andrea, Migliorati, Pierangelo, Signoroni, Alberto, Leonardi, Riccardo, Memo, Maurizio, Bonini, Sara Anna
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2021
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7815145/
https://ncbi.nlm.nih.gov/pubmed/33465075
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0244636
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