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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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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.
License
- Open Access
Participating organisations
Mentions
- 1.Author(s): Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp, Floor Meewis, Amparo C. Koot, Heysem KayaPublished in Interspeech 2021 by ISCA in 2021, page: 466-47010.21437/interspeech.2021-154
- 2.Author(s): Björn W. Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Leon J.M. Rothkrantz, Joeri A. Zwerts, Jelle Treep, Casper S. KaandorpPublished in Interspeech 2021 by ISCA in 202110.21437/interspeech.2021-19
Contributors
JT
Jelle Treep
PZ
Parisa Zahedi
Utrecht University