WD-40 is efficient at getting rid of silicone caulk. You just spray it over the old caulking and let it sit for a few minutes. Then it should come off easily with a scraper.
You need to make sure that you’ve removed all WD-40 before applying a new layer of caulk because of the potential reaction.