A couple months ago I took the letters off the keys on my iPhone (my keyboard looks like a grid of white squares, jailbreak required). I can confirm touch typing on a touch screen is definitely possible and actually very convenient. I don't even miss the lettering anymore. Besides the fact that blank keys just look cool, I've seen a notable increase in my typing speed.