A heads up for anyone else who uses Album Art Downloader: on my system (Win 7 64-bit), version 1.0.2 won't start at all. I've reported it and I'll let you know when it's resolved.
Update: doing a clean install seems to solve the problem. Hopefully the author can smooth out the upgrade process, but in the meantime it still works.