Utilizing synthetic training data for the supervised classification of rat ultrasonic vocalizations

Murine rodents generate ultrasonic vocalizations (USVs) with frequencies that extend to around 120kHz. These calls are important in social behaviour, and so their analysis can provide insights into the function of vocal communication, and its dysfunction. The manual identification of USVs, and subse...

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Veröffentlicht in:	arXiv.org 2024-01
Hauptverfasser:	Scott, K Jack, Speers, Lucinda J, Bilkey, David K
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Artificial neural networks Benchmarks Biomarkers Classification Codification Computer Science - Learning Computer Science - Sound Software Training
Online-Zugang:	Volltext
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