When I get really into what I'm reading, no. Most of the time, yes.

I used an app a while ago that claimed to help increase reading speed by reducing subvocalization. To practice, I would read a passage while counting out loud. Then started reading while counting in my head. I don't know that it really helped me, but worth a shot if this is something you're concerned about.