Mm - hmm.
And we rescored things um , a little bit more carefully. We also fixed the transcripts in  in numerous ways. Uh , but mostly we added one  one number , which was what if you  uh , basically score ignoring all  So  so the  the conjecture from the HLT results was that  most of the added recognition error is from insertions  due to background speech. So , we scored  all the recognition results ,  uh , in such a way that the uh
Oh by the way , who 's on channel four ? You 're getting a lot of breath.
Yeah. I j was just wondering.