This is my solution to the final challenge that was proposed at the end the one week long Machine Learning for Acoustics Summer School organized by UKAN Network in Gregynog Hall https://acoustics.ac.uk/early-careers-group/acoustics-network-summer-school-2019/.
To open my solution click on Machine Learning Challenge.ipynb which you can find in the main folder