Blog posts

2021

Masks in sound source separation: An ablation

7 minute read

Published:

In this blogpost I explain how masking works in sound source separation. It adresses binary mask and complex masks. An ablation study on their performance for the two-sources case is carried out.

2020

Tutorial: Audio Preprocessing

5 minute read

Published:

Let’s show how to preprocess audio data to be used in Deep Learning. To do so we are going to use two very standard libraries. numpy and librosa.