Jane ?
OK. So I got a little print - out here. So three on this side , three on this side. And I stapled them. OK. Alright so , first of all , um , there was a  an interest in the transcribe transcription , uh , checking procedures and   and I can  tell you first , uh , to go through the steps although you 've probably seen them. Um , as you might imagine , when you 're dealing with , um , r really c a fair number of words , and uh , @ @  natural speech which means s self - repairs and all these other factors , that there 're lots of things to be , um , s standardized and streamlined and checked on. And , um , so , I did a bunch of checks , and the first thing I did was obviously a spell - check. And at that point I discovered certain things like , um , " accommodate " with one " M " , that kind of thing. And then , in addition to that , I did an exhaustive listing of the forms in the data file , which included n detecting things like f faulty punctuation and things
I 'm  I 'm sorry to interrupt
Yeah ?