Replace It With a Worse One.
The only known cure for a catchy song is an even catchier (and more irritating) one. Think of it as audio homeopathy. If Baby Shark won't leave, try It's a Small World. If all else fails, consider becoming a monk. We're not responsible for the resulting existential dread. You're welcome.