?
Exactly. The noise is from the transformer which is most likely due to DC on the mains AC. You might need to filter this out by following the direct advice in the reply from hifi or carefully reading the link provided by Peter. All suggestions so far have given you the answer to your question.
Wessol, read the thread Peter gave and suddenly it will become clear...it goes in series with the primary of the transformer.
/UrSv