K.A.
I am going to say air in the system as well. When we change the filter we have to fill several pitchers of water (and water the plants) to clear it out and it still takes a few days before it really settles down.
And I have to say...I could not help but laugh a great deal when I read that it sounded like the TARDIS. Huge Dr Who fans here ;)