Please use this identifier to cite or link to this item:
http://arks.princeton.edu/ark:/88435/dsp01np193d49c
Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor | Guan, Xiao-Juan | - |
dc.contributor | Choi, Minseung | - |
dc.contributor | Murthy, Mala | - |
dc.contributor.author | Baker, Christa A | - |
dc.coverage.temporal | start = 2015-12-01 end = 2023-12-01 | en_US |
dc.date.accessioned | 2024-01-31T16:40:22Z | - |
dc.date.available | 2024-01-31T16:40:22Z | - |
dc.date.created | 2015-12-01 | - |
dc.date.issued | 2024-01-31 | - |
dc.identifier.uri | http://arks.princeton.edu/ark:/88435/dsp01np193d49c | - |
dc.identifier.uri | https://doi.org/10.34770/me8y-8k48 | - |
dc.description | Download the README.txt file for a detailed description of this dataset's content | en_US |
dc.description.abstract | These 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.sponsorship | Jane Coffin Childs Memorial Fund; NIH NINDS DP2 New Innovator Award; HHMI Faculty Scholar Award | en_US |
dc.description.tableofcontents | readme.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.iso | en_US | en_US |
dc.publisher | Princeton University | en_US |
dc.rights | CC BY 4.0, GNU | en_US |
dc.subject | Drosophila courtship song | en_US |
dc.subject | acoustic communication | en_US |
dc.title | Data for "The role of fruitless in specifying courtship behaviors across divergent Drosophila species" | en_US |
dc.type | Dataset | en_US |
dc.type | Software | en_US |
pu.projectgrantnumber | PRINU-24400-G0002-10005089-101 | - |
Appears in Collections: | Research Data Sets |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
readme.txt | 16.79 kB | Text | View/Download | |
2class_arch.json | 3.2 kB | Unknown | View/Download | |
2class_weights.h5 | 904.44 kB | Unknown | View/Download | |
4class_arch.json | 3.2 kB | Unknown | View/Download | |
4class_weights.h5 | 1.9 MB | Unknown | View/Download | |
predict_2class.py | 1.33 kB | Unknown | View/Download | |
predict_4class.py | 1.33 kB | Unknown | View/Download | |
Dmel_behavscores.mat | 346.7 kB | Unknown | View/Download | |
Dvir_behavscores_FruMFemales.mat | 32.48 kB | Unknown | View/Download | |
Dvir_behavscores_FruNullMales.mat | 27.52 kB | Unknown | View/Download | |
Dvir_segmenter_performance.xlsx | 18.81 kB | Microsoft Excel XML | View/Download | |
FruNullM_WTF_summarySongStats.mat | 1.81 kB | Unknown | View/Download | |
HomoF_WTF_summarySongStats.mat | 1.28 kB | Unknown | View/Download | |
WTM_HetF_summarySongStats.mat | 6.66 kB | Unknown | View/Download | |
WTM_HomoF_summarySongStats.mat | 1.93 kB | Unknown | View/Download | |
WTM_WTF_controlforFruNullMale_summarySongStats.mat | 1.98 kB | Unknown | View/Download | |
WTM_WTF_nomutants_summarySongStats.mat | 3.97 kB | Unknown | View/Download | |
WTM_WTF_summarySongStats.mat | 5.36 kB | Unknown | View/Download | |
WTM_WTM_ctrlforFruNullMale_summarySongStats.mat | 1.71 kB | Unknown | View/Download | |
env.yml | 988 B | Unknown | View/Download |
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