The exact address isn't given in the books, but it's described as being off a "narrow, twisting street" in a "forgotten corner of the city". This makes sense for someone who wishes to remain hidden from the public eye.
The house is also said to have a "charming little garden" which suggests it was a peaceful and private space for the couple.