Audio to Text

I have hundreds of small wav (or mp3) files 1 - 2 min in length with speech (same speaker). I’d like to convert them to text documents. Can you recommend software that can do this task?

Dragon Naturally Speaking. http://www.nuance.com/dragon/index.htm