Yes, cantaloupe will continue to ripen after harvest. The fruit will not get any sweeter with age, but cantaloupe will become softer and juicer as it continues to ripen. To help the ripening process at home, place the cantaloupe in a brown paper bag at room temperature. A ripe cantaloupe will smell sweet and musty.