Data · dataset · 2017
Bengalese Finch song repository
Listed in DataCite
This is a collection of song from four Bengalese finches recorded in the Sober lab at Emory University.
Description
The song has been hand-labeled by two of the authors. We share it as a means of testing different machine learning algorithms for classifying the elements of birdsong, known as syllables.
A Python package, hybrid-vocal-classifier (HVC), has been tested using this dataset: github.com/NickleDave/hybrid-vocal-classifier. The actual sound files have the extension .cbin and were collected using the program EvTAF. They can be loaded with the `load_cbin` function in the `evfuncs` module of HVC.
Read the rest (2 more)
Each .cbin file has an associated .cbin.not.mat file that contains song syllable onsets, offsets, labels, etc. These files can be opened with the `load_notmat` function in the `evfuncs` module. Each .cbin file also has associated .tmp and .rec files also created by EvTAF.
Those files are not strictly required to work with this dataset but are included for completeness.
Links
Where it is published
- Repository landing page figshare.com/articles/dataset/Bengalese_Finch_song_repository/4805749/2 ↗
landing page · from DataCite
- DOI doi.org/10.6084/m9.figshare.4805749.v2 ↗
DOI / persistent id · from DataCite
Documentation and papers
- Creative Commons Zero v1.0 Universal creativecommons.org/publicdomain/zero/1.0/legalcode ↗
license · from DataCite
Catalogue records · 2
- DataCite API api.datacite.org/dois/10.6084/m9.figshare.4805749.v2 ↗
metadata API · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.4805749.v2 ↗
catalogue entry · from DataCite
Topics
- Stated by source
- Biological sciences · Computer and information sciences · Psychology
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DataCite | 10.6084/m9.figshare.4805749.v2 | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| byte_size | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].fos:biological-sciences | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].fos:computer-and-information-sciences | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].fos:psychology | source · DataCite | connector:datacite@1.0.0 | |
| created_date | source · DataCite | connector:datacite@1.0.0 | |
| description | source · DataCite | connector:datacite@1.0.0 | /data/attributes/descriptions |
| license | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| publication_date | source · DataCite | connector:datacite@1.0.0 | /data/attributes/dates |
| title | source · DataCite | connector:datacite@1.0.0 | /data/attributes/titles/0/title |
| updated_date | source · DataCite | connector:datacite@1.0.0 |