Mm - hmm.
should have some interesting properties in noise. Um.  I know that when have people have done  um sort of the obvious thing of taking  uh your feature vector and adding  in some variables which are  pitch related or uh that  it hasn't  my impression it hasn't particularly helped. Uh. Has not.
It  it i has not ,
Yeah.