I am by no means implying that this is your problem but, VW's of recent years had a similar sounding problem.
Trouble was, some of the cars did not have all the body plugs installed, and under some conditions/speeds would exhibit funny noises.
I would think, if it sounds like blowing over a bottle top, the source could be of similar origin.