I've had tinnitus forever; I hear a chorus of electronic tones in the key of C. It doesn't go away, so it's actually pretty easy for me to tune out. I haven't noticed wind noise making it worse, but it is irritating so I crocheted some ear warmers. I've played with the pattern over the years and can make them in a variety of yarns, my favorite being a thin cotton/acrylic blend that breathes pretty well. What I love is that they block 80% of wind noise while still being able to hear what's going on around me.
I use buttons now instead of ties.