Is this a new condition - or something that has been happening for a while? Has this stereo been replaced recently?

It could be a few things:

Could be the RAP module
Could be a faulty ignition switch
Could have the power lead incorrectly connected to the remote (accessory) power lead

Any other details/symptoms??

-Swash