or not because those are the pixels that are the sound producing pixels okay so here is an example of some of the places where it thought those were the important places that it's that it decided where the sound producing places and here is some some some visualizations of this over time [Music] okay so this is again completely automatic no labels of any kind okay another thing we can do is we can just plug this in into your stand the kind of action recognition data said a lot of those data sets have audio in them so we