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Code for semi-supervised soundscape ecology with JAX and Tensorflow

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Semi-supervised Soundscape Ecology

This repository contains code for applying Semi-Supervised Deep Learning methods to the Soundscape Ecology problem. In particular, we use Deep Neural Networks to detect and classify species from audio recordings from the brazilian Atlantic Forest.

Dataset

The dataset used was provided by researchers from the Laboratory of Spatial Ecology and Conservation (LEEC) at the São Paulo State University.

Acknowledgements

This work was supported by the FAPESP grants 2021/08322-3 and 2022/05683-8.

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