I find it a little bit strange that there is an unspoked assumption in almost all natural language processing: That speech and text are perfectly equivalent.

All of the examples in the article work on English text, not spoken English. I would consider spoken English to be a much better "Gold standard" of natural language.

I'm really looking forward to machine translation operating purely on a speech in/speech out basis, instead of converting to text as an intermediate step.