I was going to translate like "I've lived without you" but once you said that I have to translate straight and not to change the meaning. Its exact meaning is "absence of you". I think that this is nonsense but the straight translation.
"gözlerinin aşığı" can only be translated like "lover of your eyes" but if you say so, I can change like "I fell in love with your beautiful eyes."