Any switching design will be noisy, even some transformer wall warts can have a resonance from the long leads to the plug, the same applies for most lighting systems, an incandescent globe by its inductive design will broadcast primarily 60 HZ (or 50Hz) but at quite low amplitude, as the current levels are fairly low once the globe has heated up,
CCFL's you can think of like a current limited spark gap, once the ark is started, it produces light, but as the ark moves about on either electrode, or impurities in the gas mix change the voltage drop, and each time it re strikes it has a current spike, and can end up generating some very broad noise,
LED's generally sit somewhere in the middle, There switchmode converters can be made fairly quiet, but as its a switching design there will always be noise, however every led bulb i have so far come across in stores under $50 has had a rubbish AC-DC power supply, which does spew forth all sorts of noise,
The work around for LED lighting is you can find LED AC-DC current sources that sit in a roof like a down light transformer, these tend to be made fairly well and either keep the noise in one specific band, or reduce most of it away, again never 100% gone, but you can filter out a lot of it with good design,