You can find dedicated transcription services (VoiceBase for example) and solutions that can "convert" the speech from an audio file, like the AMR (Adaptive Multi-Rate audio) and save the words in a text format, such as plain .txt file, which is what amr to txt conversion typically represents.
It may not always be perfect and usually requires some sort of manual post-editing.