Why remove it? Leave it unless you feel something is wrong with the voiceover or you feel uncomfortable doing them. The person could always go to the website on their web browser and read there if they are interested.
Just say, "Hey, I make voiceovers! Feel free to check it out outside the app via safari, google chrome, etc.!"
Nothing wrong with giving a little notification.