What is your macOS version?
Did it always crackle or this happened after an update?
Does is crackle with all gig files?
Do you use a USB hub? If yes, is it powered?
What is your audio interface? Does is glitch with the built-in sound card?
What are your buffer size and sample rate?
Did you review the tips from here: [blog] Optimize your Mac for a gig