Not if you want to improve your muscle memory, which after a while becomes the point of continued practice. Unless you're training to transcribe cipher text (truly random sequences).

I haven't seen any research specifically for typing -- but I think it stands to reason that we use word-images when typing, just as we do when reading, listening and speaking. Once we become proficient at using typing to communicate.