Loud humming noise when I accelerate coming from my cold air intake area? on 1996 Ford Mustang GT

I just replaced the ICV, checked my hoses and tighten the hose clamps. It is loudest at my air filter but only makes the humming sound when I accelerate then stops at idle. Any help?