U uh actually I had a question about the downsampling , um I don't know who , I mean how this was done but is  is there  are there any um  issues with downsampling
Don did this.
because I know that the recognizer um that we use h can do it sort of on the fly um so we wouldn't have to have it eh you know do it uh explicitly beforehand. And is there any um i are there other d sev uh is there more than one way to do the downsampling where one might be better than another ?
There are lots of w  there are lots of ways to do the downsampling um different filters to put on ,