Exhaust somewhere? Sounds like it sorting itself when it heats up.
It's not the exhaust.
It only happens when you first move off, not again during the whole journey.
I could drive for 3 hours in it, park up and then return within 2 minutes to the car when the car is still hot and it'd make the noise when I first move off again.