If you can sing along with the tune whilst playing, you'll internalise it more readily - it's just a memory trick that you need, and you're probably nearer to it than you think!
Confidence is the key!
Instead of thinking 'I can't do this!' you simply keep telling yourself 'Don't be daft, of course I can!'...