My charger Making High Pitched noise

Hello experts,
I am hearing a high pitched noise every time I unplugged my charger. I'm sure that I am hearing this noise but I am not sure what causes it. I tried another charger to check if its just the same but there is no noise on this one. I don't have any hearing problems so I am certain that this is correct. Does anybody have any idea about it?
