you probably have to turn the bass down. The crossovers for the components only direct high frequencies to the tweeter and sometimes cut the highs to the mid-bass at the same frequency... they dont block low frequencies from going to the mid-bass.
If your deck has high-pass crossovers built in, turn them on... or if you are using an external amp for the highs, that should have a high-pass crossover... turn that on.