Maybe its the humming sound produced in the transformer. Transformer always do that! Try to open a power supply and you can hear a low volume metallic sound. At this moment, I open my printer's power supply and it does produce a soft metallic sound.
Sounds like there is something wrong with your home's telephone system, it might be grounded improperly or there's a ground loop with the power system's earth ground.