Constarium
← Search

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

Catalogue records · 1

Topics

Provenance · 1 source records, 9 field assertions
SourceKeyLast seenRaw
LSHTM Data Compassoai:datacompass.lshtm.ac.uk:526811 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:group:3102enrichment · lshtm ac uktaxonomy-embedding@1.0.0title+keywords+description (71%)
concepts[field].local:field:earth-environmentalmapping · lshtm ac ukconnector:lshtm_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · lshtm ac ukconnector:lshtm_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · lshtm ac ukconnector:lshtm_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · lshtm ac ukconnector:lshtm_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · lshtm ac ukconnector:lshtm_ac_uk@1.0.0
descriptionsource · lshtm ac ukconnector:lshtm_ac_uk@1.0.0/metadata/dc/description
publication_datesource · lshtm ac ukconnector:lshtm_ac_uk@1.0.0
titlesource · lshtm ac ukconnector:lshtm_ac_uk@1.0.0/metadata/dc/title