# Doesn’t this really seem more like speech-to-phoneme-stream? * * * Doesn’t this really seem more like speech-to-phoneme-stream? In languages where spelling diverges strongly from pronounciation (like English & French), we should expect phonetic pronounciation to spelling translation to be at least as complex as speech to phonetic pronounciation, if it used the same models (which it basically never does — having a NN guess the spelling for an unfamiliar word would be a nightmare!). By [John Ohno](https://medium.com/@enkiv2) on [November 6, 2017](https://medium.com/p/21e55f9f70cf). [Canonical link](https://medium.com/@enkiv2/doesnt-this-really-seem-more-like- speech-to-phoneme-stream-21e55f9f70cf) Exported from [Medium](https://medium.com) on September 18, 2020.