The eggs should be a pale see-through pink. When an egg has completely turned white it means it has fungus. The parents both gaurd and fan the eggs...so this won't happen a lot.
Umm, since you're Convicts are new at this they may not succuessfully have fry the first couple of times. Usually the female stays near the eggs while the male gaurds the area. However, they do take turns.