woutdecrop/audio_vessel_distance_categorizer: Transfer Learning for Distance Classification of Marine Vessels Using Underwater Sound
Abstract
Initial release of the code and trained models associated with the paper "Transfer Learning for Distance Classification of Marine Vessels Using Underwater Sound" (DOI: 10.1109/JSTARS.2025.3593779). Includes scripts for data preprocessing, model training, evaluation, and prediction. Provides example audio files and instructions for reproducing the results in the paper. Model weights are available upon request from https://zenodo.org/uploads/16753877 Code is released under MIT License.
Fields of Study & Subjects
Underwater Acoustics Research
Music and Audio Processing
Underwater Vehicles and Communication Systems
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 4 February 2026