Was it the pantograph car, - if so then most of the starting noise would have been from the motors, (magnetostriction of the case, and the drive pinions) and the transformer, (a 100Hz hum/buzz) that eventually is masked by the other motor noises.I was in one of the non-engine coaches. Once it was up to speed, it was very quiet.
If it was a continuous note from starting at about 400Hz (notes Gsharp or Bflat), then it would be the traction electronics.
