they want 95% classification done using 16KHz sampling of "passive electromagnetic emission" (i.e. basically noise). Good luck classifying between me and Pavarotti only by listening to our breath over the phone.
Perhaps I'm misunderstanding something, but this would seem to limit the spatial resolution that could be achieved by sampling a single stream of passive voltages at that rate, and I would expect differences between materials to mostly be on the microscale. But they don't say what other constraints might be in effect or what the materials or environment are, either, so…