And uh  mmm and ask the network to put one ,  at one side of the  for  for a particular phoneme at one side of the boundary  decision boundary and one for another phoneme at the other side. And  so there is kind of reduction of the information there that 's not correct because if we change task  and if the phonemes are not in the same context in the new task ,  obviously the  decision boundaries are not   should not be at the same  place.
I di
But the way the feature gives  The  the way the network gives the features is that it reduce completely the   it removes completely the information   a lot of information from the  the features  by uh  uh  placing the decision boundaries at  optimal places for  one kind of  data but  this is not the case for another kind of data.
It 's a trade - off ,