How a N.B. research team wants to identify people through their footsteps(globalnews.ca)
"Gait" analysis (ie how you walk) has been a thing for awhile with video, so this makes perfect sense. It should be reflected int he sound of your foot steps enough for 20+ year old machine learning techniques to identify.
