The Gameboy Color is significantly noisier compared to the DMG. There are a few mods to help out with this. One of them is the Noise Filter Mod. scannerboy from Poland claims the mod.
Here’s an excellent tutorial for the Bass Mod and Noise Filter for the GBC on chipmusic.org by katsumbhong.