I'm on Android and have done no extra config other than use Firefox and install ublock add-on. I get nearly zero ads. Plus I think there's an add-on that allows you to continue listening with screen locked.
Make sure to update and enable more of the custom blocklists in uBo if you are still getting ads.
I would refresh your firefox and reinstall the extention.