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Please use this identifier to cite or link to this item: http://arks.princeton.edu/ark:/88435/dsp01np193d49c
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dc.contributorGuan, Xiao-Juan-
dc.contributorChoi, Minseung-
dc.contributorMurthy, Mala-
dc.contributor.authorBaker, Christa A-
dc.coverage.temporalstart = 2015-12-01 end = 2023-12-01en_US
dc.date.accessioned2024-01-31T16:40:22Z-
dc.date.available2024-01-31T16:40:22Z-
dc.date.created2015-12-01-
dc.date.issued2024-01-31-
dc.identifier.urihttp://arks.princeton.edu/ark:/88435/dsp01np193d49c-
dc.identifier.urihttps://doi.org/10.34770/me8y-8k48-
dc.descriptionDownload the README.txt file for a detailed description of this dataset's contenten_US
dc.description.abstractThese files contain code used to segment D. virilis acoustic duets, quantification of courtship behaviors during acoustic duets, and measurements of duet song features.en_US
dc.description.sponsorshipJane Coffin Childs Memorial Fund; NIH NINDS DP2 New Innovator Award; HHMI Faculty Scholar Awarden_US
dc.description.tableofcontentsreadme.txt predict_2class.py: Python code for predicting the probabilities of bilateral song vs. no song from a microphone recording 2class_arch.json: model architecture for the 2-class predictions 2class_weights.h5: weights for the 2-class predictions predict_4class.py: Python code for predicting the probabilities of bilateral song vs. unilateral song vs. overlap vs. no song from a microphone recording 4class_arch.json: model architecture for the 4-class predictions 4class_weights.h5: weights for the 4-class predictions Dvir_behavscores_FruMFemales.mat: this is a dataset of all manually scored behaviors of a single D. virilis fly when paired with a wild-type male (withWTM) and wild-type female (withWTF). Genotypes include FruM/+ ('h') females, FruM/FruM ('H') females, and +/+ ('F') control females. Dvir_behavscores_FruNullMales.mat: this is a dataset of all manually scored behaviors of a single D. virilis fly when paired with a wild-type male (null_withWTM) and wild-type female (null_withWTF). Genotypes include -/+ ('n') males and +/+ ('M') control females. Dmel_behavscores.mat: this is a dataset of all manually scored behaviors of a single D. melanogaster fly when paired with a wild-type male (withWTM) and wild-type female (withWTF). The proportion of bins containing each behavior is also provided.Genotypes include FruM/+ females ('FruM/+_F), FruM/Fru4-40 females ('FruM/-_F'), +/+ females ('NM91_F'), and +/+ males ('NM91_M). Dvir_segmenter_performance.xlsx: this file contains quantification of the D. virilis unilateral and bilateral song segmenter performance across genotypes *_summarySongStats.mat: these files contain measurements of unilateral and bilateral song features for the D. virilis pairings listed in the filenames and explained below along with the source of each song type: FruNullM_WTF: -/+ males (unilateral) paired with +/+ females (bilateral) HomoF_WTF: FruTra/FruTra females (unilateral) paired with +/+ females (bilateral) WTM_HetF: +/+ males (unilateral) paired with FruTra/+ females (bilateral) WTM_HomoF: +/+ males (unilateral) paired with FruTra/FruTra females (bilateral) WTM_WTF_controlforFruNullMale: +/+ males (unilateral) paired with +/+ females (bilateral). These males are the +/+ siblings of the -/+ males and thus serve as controls for -/+ males. WTM_WTF_nomutants: +/+ males (unilateral) paired with +/+ females (bilateral). These data were collected independently from any fru mutants. WTM_WTF: +/+ males (unilateral) paired with +/+ females (bilateral). These females are siblings of FruTra/+ and FruTra/FruTra females. WTM_WTM_ctrlforFruNullMale: +/+ males paired with +/+ male siblings of -/+ males. Both males contributed unilateral and bilateral song.en_US
dc.language.isoen_USen_US
dc.publisherPrinceton Universityen_US
dc.rightsCC BY 4.0, GNUen_US
dc.subjectDrosophila courtship songen_US
dc.subjectacoustic communicationen_US
dc.titleData for "The role of fruitless in specifying courtship behaviors across divergent Drosophila species"en_US
dc.typeDataseten_US
dc.typeSoftwareen_US
pu.projectgrantnumberPRINU-24400-G0002-10005089-101-
Appears in Collections:Research Data Sets

Files in This Item:
File Description SizeFormat 
readme.txt16.79 kBTextView/Download
2class_arch.json3.2 kBUnknownView/Download
2class_weights.h5904.44 kBUnknownView/Download
4class_arch.json3.2 kBUnknownView/Download
4class_weights.h51.9 MBUnknownView/Download
predict_2class.py1.33 kBUnknownView/Download
predict_4class.py1.33 kBUnknownView/Download
Dmel_behavscores.mat346.7 kBUnknownView/Download
Dvir_behavscores_FruMFemales.mat32.48 kBUnknownView/Download
Dvir_behavscores_FruNullMales.mat27.52 kBUnknownView/Download
Dvir_segmenter_performance.xlsx18.81 kBMicrosoft Excel XMLView/Download
FruNullM_WTF_summarySongStats.mat1.81 kBUnknownView/Download
HomoF_WTF_summarySongStats.mat1.28 kBUnknownView/Download
WTM_HetF_summarySongStats.mat6.66 kBUnknownView/Download
WTM_HomoF_summarySongStats.mat1.93 kBUnknownView/Download
WTM_WTF_controlforFruNullMale_summarySongStats.mat1.98 kBUnknownView/Download
WTM_WTF_nomutants_summarySongStats.mat3.97 kBUnknownView/Download
WTM_WTF_summarySongStats.mat5.36 kBUnknownView/Download
WTM_WTM_ctrlforFruNullMale_summarySongStats.mat1.71 kBUnknownView/Download
env.yml988 BUnknownView/Download
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