It's easier to just rinse the brass off, I mainly just want to get rid of any brass dust and shavings from cutting. I'll run a proper batch with media after they've been sized and trimmed to spec.
I use the same process, just crank the music up and chop away. Up until I started wet tumbling, the worst part was the chamfer/deburr... It seems I can skip that step when wet tumbling