It sounds like a dry bearing, along time ago I had an Omega 2.5 v6 and the serpentine belt tensioner pulley made this noise, I sprayed wd40 on it and the to see if it would change tone with some lubrication, the sound went and I never changed it.
Other than that I can't help, because it's only when moving off.
What engine has it?