Analysis of ultrasonic vocalizations from mice using computer vision and machine learning

Analysis of ultrasonic vocalizations from mice using computer vision and machine learning

Mice emit ultrasonic vocalizations (USVs) that communicate socially relevant information. To detect and classify these USVs, here we describe VocalMat. VocalMat is a software that uses image-processing and differential geometry approaches to detect USVs in audio files, eliminating the need for user-...

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Bibliographic Details
Main Authors: Antonio HO Fonseca, Gustavo M Santana, Gabriela M Bosque Ortiz, Sérgio Bampi, Marcelo O Dietrich
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2021-03-01
Series:eLife
Subjects:
machine learning
vocalization
communication
social behavior
computer vision
ultrasonic vocalization
Online Access:https://elifesciences.org/articles/59161

Internet

https://elifesciences.org/articles/59161

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