It was crashing regularly before. I isolated the problem (it wasn't VoiceAttack), but long story short, while it ran it was not making the crackle sound.
However that said, I changed "Audio Output Type" to Integrated Components and the crackling is less frequent and not nearly as noticeable. It was a little jarring before, but this is fine now, I don't notice it with the sounds of the game.