While the cap will act as a big-*** low pass filter, it will also smooth any imposed voltage ripple caused by the amp(s) pulling too much voltage from the battery.
If you look at any discrete voltage regulator in an AC -> DC power supply, the cap is there to give you the DC signal.
BTW...