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It's just vacuum in the intake. To confirm this, just floor the gas pedal after the engine shuts off. Instead of a slow leak, all manifold vacuum will be gone instantly.
mine does this too, never noticed until i put on the aftermarket air filter and modded the airbox. if you have aftermarket intake you will notice the sound alot more than if you didnt have it.