On stepper motors exist something called "mid-band resonance". This is due to the fact that at this speed the stepper behaves like a Spring Mass System. I found a good explanation about that written by @zebonaut at this questionat this question
Have you tried increasing the speed to see if the motor rotates smoothly again?