Cause that would be extreme inefficient.
Why carry a hydrogen tank so it can fuel a hydrogen engine so it can fuel a pack of batteries so it can power the motor? When you can power it directly from hydrogen?
There you go http://www.businessgreen.com/bg/news/2032684/suzukis-hydrogen-scooter-eu-seal-approval