Think you'll find that it's very common to increase the capacitance by 1.5-3 times. You'll improve the bass of the amp. Amps are very very different to other electronic equipment. Have a little research on AudioKarma regarding filter cap value increase. Definitely worth jumping the voltage up one step too. You should also bear in mind the additional draw on rectifiers and the power switch if you do increase capacitance substantially. In this case 12k to 15k is nothing to worry about.
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