Interesting problem. When the water is under constant pressure you shouldn't be getting air in the lines. If you're not turning the pressure off on occasion it could be a supply problem. Maybe call the water company.
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Some days we hear a lot of noise from the water pipes.
Should we call water softener company, or a plumber?