I have closed Armory and started Bitcoin Core, it says it is not synchronized with the network. It is at 53%. I will let it finish the synchronization and get back to you.
SOLVED!
Once Bitcoin Core finished mapping the blocks. Bitcoin appeared in my wallet. I can now add BTC to that wallet, and Armory backup will still be valid, right?