There is probably an elementary proof, but that's an immediate consequence of the continuous functional calculus :
$ \frac{A-A^*}{2i} \frac{A-A^*}{2i} = f (A) A) $
where $f$ is the imaginary part function on $\mathbb{C}$. And when you apply a continuous function $f$ to a normal operator $A$ you have : $Spec(f(A)) = f(Spec(A))$ (you can see that by restricting to the abelian sub-algebra sub-$C^*$-algebra generated by $A$).

