Yeah. So I think that that 's gonna , also  eh ,  you know , speed the efficiency of this part of the process.
Hmm. OK. Uh , yeah. So , uh  Yeah. So let 's talk about the digits , since they 're not here yet.
Uh , so , we have a whole bunch of digits that we 've read and we have the forms and so on , um , but only a small number of that ha well , not a small number  only a subset of that has been transcribed. And so we need to decide what we wanna do. And , uh , Liz and Andreas  actually they 're not here , but , they did say at one point that they thought they could do a pretty good job of just doing a forced alignment. And , again , I don't think we 'll be able to do with that alone , because , um , sometimes people correct themselves and things like that. But  so , I was just wondering what people thought about how automated can we make the process of finding where the people read the digits , doing a forced alignment , and doing the timing.
Well , forced alignment would be one thing. What about just actually doing recognition ?