Mouse - train and test data

Contains recordings and manual annotations of ultrasonic vocalizations (USVs) of female and male residents towards an intruder mouse. Manual annotations were created for training and testing DAS. Original data source for the recordings:https://data.donders.ru.nl/collections/di/dcn/DSC_620840_0003_891?0 Original reference: Ivanenko A, Watkins P, Gerven MAJ van, Hammerschmidt K, Englitz B. 2020. Classifying sex and strain from mouse ultrasonic vocalizations using deep learning. PLOS Computational Biology 16:e1007918. USVs from a female resident towards a female intruder used for training and testing DAS: Rfem_Afem01_annotations.csv, Rfem_Afem01.npz Rfem_Afem02_annotations.csv, Rfem_Afem02.npz USVs from a male resident towards a female intruder used for testing generalization of the female-trained DAS model: Rmale_Afem01_annotations.csv, Rmale_Afem01.npz

本数据集收录定居雌雄小鼠对入侵小鼠发出的超声波发声（ultrasonic vocalizations, USVs）的录音及人工标注数据。人工标注数据用于训练与测试DAS模型。录音的原始数据源：https://data.donders.ru.nl/collections/di/dcn/DSC_620840_0003_891?0 原始参考文献：Ivanenko A、Watkins P、van Gerven MAJ、Hammerschmidt K、Englitz B. 2020. 《利用深度学习从小鼠超声波发声中分类性别与品系》，《公共科学图书馆·计算生物学（PLOS Computational Biology）》，16卷:e1007918。用于训练与测试DAS模型的定居雌鼠对入侵雌鼠的USVs数据对应文件包括：Rfem_Afem01_annotations.csv、Rfem_Afem01.npz、Rfem_Afem02_annotations.csv及Rfem_Afem02.npz。用于测试经雌鼠训练的DAS模型泛化能力的定居雄鼠对入侵雌鼠的USVs数据对应文件包括：Rmale_Afem01_annotations.csv及Rmale_Afem01.npz。