Do you have an aftermarket intake? Even on NA cars, you can get a fair amount of whistle sound.
Check and see if the noise gets louder when you accelerate fast Vs. Slow.
Also, do you hear it when you are just rolling in nutral. If you only hear it when you are on the Gas pedal, then its your Intake. Might be getting dirty, and needs to be changed.
When was the last time you changed the filter?