SoftwareApplication
identifier: 10.5281/zenodo.7137566
name: chimp-classifier
description: 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.
description: 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.
code repository: https://github.com/UtrechtUniversity/animal-sounds
author: https://orcid.org/0000-0003-3196-7954
author: https://orcid.org/0000-0002-1610-3149
keywords: audio
keywords: Machine learning
keywords: Audio processing
keywords: python
keywords: bioacoustics
programming language: Jupyter Notebook
programming language: Python
programming language: Shell
license:
  creative work: creativeWork
    name: Open Access

https://orcid.org/0000-0003-3196-7954
type: Person
given name: Jelle
family name: Treep
name: Jelle Treep
role name: Research Engineer
affiliation: Organization
  name: Utrecht University

https://orcid.org/0000-0002-1610-3149
type: Person
given name: Parisa
family name: Zahedi
name: Parisa Zahedi
affiliation: Organization
  name: Utrecht University