hybrid-vocal-classifier: voice to text for songbirds

Goals

Learn basics of using the hybrid-vocal-classifier library.

Level

Basic knowledge of Python and Jupyter notebook would be helpful, but is not required. The tutorial will assume you have not used these tools before.

Contents:

Intro:
0.crash course in Jupyter
1.hybrid-vocal-classifer
Tutorial:
2.feature extraction
3.model selection
4.label prediction

Installation

1. Follow the installation instructions to install hybrid-vocal-classifier on your computer. If they are not clear or you can't get them to work, don't worry, we'll fix that at the tutorial.

2. Download this repository:

https://github.com/NickleDave/hybrid-vocal-classifier-tutorial/archive/master.zip

3. Download this data we'll use to work with the library:

https://ndownloader.figshare.com/files/9537232 https://ndownloader.figshare.com/files/9537253

Slides

Presentation slides at: https://speakerdeck.com/nickledave/hybrid-vocal-classifier-tutorial