I am confused - ok I am a banjo player - but I learned to play using fingers not ears.(not applicable to harmonica)

Written music confuses me further, to me its just a mish mass of dots and lines which mean nothing. I do sometimes envy those to whom it means something. As for me, I listen to a tune over and over and when its in my head I can play it on banjo or guitar or harmonica