Dataset links about adversarialaudioseparation HOT 1 OPEN

Hey,
the datasets are indeed a problem... I will explain:
DSD100 is relatively easily accessed here:
https://sigsep.github.io/datasets/dsd100.html

MedleyDB can be downloaded after registration here:
https://medleydb.weebly.com/downloads.html

CCMixter download is (a bit hidden) on the website here:
https://members.loria.fr/ALiutkus/kam/

iKala recently got retracted - you cannot sign a license for usage anymore and the download is not possible anymore... This is very unfortunate, since the license I have doesn't allow me to redistribute the dataset to you for replication. You should get similar results though if you simply exclude it from the experiment (more specifically, from the unsupervised part of the data that is used in the semi-supervised setting as well as from the validation and test data).

As for more explanation, see the Training.py file on how the datasets are loaded and handled internally, so you can get an idea how to get things started with different configurations, especially since you probably need to remove iKala from being used in the code there. This part should be easy though: Simply remove the iKala object by deleting the line

 ikala = Datasets.getIKala("iKala.xml")

and do not use it while iterating through the unsupervised datasets in line

for ds in [mdb, ccm, ikala]:

Hope that helps?

from adversarialaudioseparation.