woutdecrop/audio_vessel_distance_categorizer: Transfer Learning for Distance Classification of Marine Vessels Using Underwater Sound

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Authors: Decrop Wout
Cited by: 0

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