Project 3

This project is from the Module 3 on machine learning and deep network winter school in Mürren. In this project we applied machine learning methods for identification of birdsongs. The jupyter notebook script of this project can be found here.

What were the challenges for this project?

• Can you build a classifier to identify birds based on their songs?

• Can you visualize the songs of specific birds?

• Can you generate new birdsongs based on this data?

Data Sources

The inspiration was taken from a challenge posted in Kaggle. The data was directly gathered from the site. For more information and details on the dataset visit the site the original challenge site

How to reproduce this work?

Part of this work can be reproduced by downloading the original dataset. You may need to open an account in Kaggle to download the data. Next, you will need to download and run the jupyter notebook script in the same directory you download the dataset. Have fun!