Mm - hmm.
But , um , they 're probably not at all set right for these things , particularly these things that look over , uh , larger time windows , in one way or another with  with LDA and KLT and neural nets and  all these things. In the fa past we 've always found that we had to increase the insertion penalty to  to correspond to such things. So , I think that 's , uh , @ @  that 's kind of a first - order thing that  that we should try.
So for th so the experiment is to , um , run our front - end like normal , with the default , uh , insertion penalties and so forth , and then tweak that a little bit and see how much of a difference it makes
So by " our front - end " I mean take , you know , the Aurora - two s take some version that Stephane has that is , you know , our current best version of something.