Data · dataset · 2026
Acoustic individual identification in a species of field cricket using deep learning
Listed in LSHTM Data Compass
Description
This Zenodo archive preserves the source code and a representative subset of the data accompanying the paper: "Acoustic individual identification in a species of field cricket using deep learning." The repository contains all scripts required for data preprocessing, feature extraction, model development, training, evaluation, and reproduction of the computational workflow described in the publication. To facilitate testing and reproducibility while maintaining a manageable Github archive size, only a representative subset of the dataset is included in this repository.
This subset is sufficient to verify the installation, execute the analysis pipeline, and reproduce example experiments. The complete dataset used in the study is archived separately and distributed through a dedicated Zenodo record: Full Dataset: DOI: 10.5281/zenodo.20596912. Researchers wishing to reproduce the full experimental results reported in the publication should download the complete dataset from the dataset archive and follow the instructions provided in the repository documentation.
Links
Where it is published
- DOI doi.org/10.5281/zenodo.20542967 ↗
DOI / persistent id · from lshtm ac uk
Catalogue records · 1
- OAI-PMH record datacompass.lshtm.ac.uk/cgi/oai2?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3… ↗
metadata API · from lshtm ac uk
Topics
- From keywords
- Earth & Environmental Science · Humanities · Life Sciences · Medicine & Health · Social Science
- Inferred from text
- Bioinformatics and computational biology 71%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| LSHTM Data Compass | oai:datacompass.lshtm.ac.uk:5268 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3102 | enrichment · lshtm ac uk | taxonomy-embedding@1.0.0 | title+keywords+description (71%) |
| concepts[field].local:field:earth-environmental | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| description | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | /metadata/dc/description |
| publication_date | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| title | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | /metadata/dc/title |