chimp-classifier

The Python package `junglesounds` is a machine learning pipeline for classifying bioacoustic data using machine learning. The pipeline is reusable for other settings and species or vocalization types as long as a certain amount of labeled data has been collected.

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contributors

Cite this software

What chimp-classifier can do for you

The aim of this software is to classify Chimpanze vocalizations in audio recordings from the tropical rainforests of Africa. The software can be used for processing raw audio data, extracting features, and apply and compare Support Vector Machines and Deep learning methods for classification. The pipeline is reusable for other settings and species or vocalization types as long as a certain amount of labeled data has been collected. The best performing models will be available here for general usage.

Keywords
Programming languages
  • Jupyter Notebook 89%
  • Python 11%
License
  • Open Access
</>Source code

Participating organisations

Utrecht University

Mentions

Contributors

JT
Jelle Treep
Research Engineer
Utrecht University