It was a long day...
Capacitors in series: Ct=C1+C2+C3+...
Capacitors in parallel: 1/Ct=1/C1+1/C2+1/C3+...
So if you want 150uF capacitance you just put a 100 and a 50 in series
with the speaker. You can actually put it anywhere on the plus or
minus terminal, the speaker doesn't know the difference. There is a
very slight interaction with the impedence of the speaker wire but it
doesn't matter for our purposes. Put them at the deck if it's easier.