Sorry for late reply. It all of the sudden went away but now it's back.
Just took the bucket out and the motor is noticeable but it seems to be worse when the bucket is back in.
Not sure if the main culprit isn't the 'blade area' where the cubes actually come out.
That said, it's definitely louder when in 'CUBE.'