Uh.. isn’t that pretty much what things like lpcnet and wavenet and codec2 are (discussed here) doing? These are codecs that are speech specific. I don’t understand what unique idea you are trying to “spitball” here.

Lots of advanced research has been done in this area. These are the results as of now.

Things will hopefully continue to improve.