A transformer is not a device for amplification, but a device for transformation, as can be seen from the name. In the secondary winding, the power is less than in the primary winding.On the subject of input transformers, it is always good to add an amplifying element that does not add any active noise*.
It does not add noise, but destroys microdynamics.