Analysis of ultrasonic vocalizations from mice using computer vision and machine learning
Fonseca A, Santana GM, Ortiz G, Bampi S, Dietrich MO. Analysis of ultrasonic vocalizations from mice using computer vision and machine learning. ELife 2021, 10: e59161. PMID: 33787490, PMCID: PMC8057810, DOI: 10.7554/elife.59161.Peer-Reviewed Original ResearchConceptsMachine learning methodsUser-defined parametersDimensionality reduction toolComputer visionComputational visionMachine learningUser inputAudio filesLearning methodsDifferential geometry approachData setsGeometry approachProbability distributionRelevant informationVisionReduction toolRobust methodSoftwareFilesLearningClassificationInformationSetNeedTool