In this presentation I will give a brief overview of the state of the art landscape of ML frameworks in general and models for text-to-speech and speech-to-text in particular. I would also describe some of the challenges deploying those models and having them integrated into a server-side real-time application today. Then I would go to more in-depth details of how we addressed those changes in Infernos.