Would it? Unless the sound is produced from inside their body in the same manner as natural, no it will sound weird just like playing back your own voice.
Even for those who learn to speak with an oesophagal voice, being able to real time map it to something more natural would be great.
To be more specific, they consider themselves to be 'voice mutilated', even when able to speak, so I guess that anything closer to their original voice would be a net benefit.