I have a folder a/ and a remote folder A/. I now run something like this on a Makefile:
get-music: rsync -avzru server:/media/10001/music/ /media/Incoming/music
I'm not sure whether it works with two syncing but for the --delete to work you also need to add the --recursive parameter as well.