No. It will produce, as does everything, waves (vibrations) in the air. But it will only exist as sound waves, not what we really mean when we say "sound." Sound is these waves as they are interpreted by the ear of a conscious, non-deaf being. If there is no non-deaf being present, the waves are not interpreted and eventually they die out. Therefore, it would not make a sound. Also, if there were only a deaf being around, it would not produce a sound for the same reason.
Really, you can get philosophical about it and say that if someone is around, it makes a sound, and since the person has nothing to do with it, it ought to still make the sound. However, I'm merely addressing the physics of the thing.
Hope that clears this up for you.
(I copied this answer from where I answered the same question a few months ago. This is my own answer, though.)