Beyond that, the power of a radio signal is inversely proportional to the square of the distance, and we have things like magnetic eddies at the edge of our heliosphere, so it might just be incredibly improbable for any civilization to have generated the types of signal creation that we would pick up.
In the hypothetical/fantastical, other advanced civilizations might have long distance, superluminal communication technology, but that's not something our civilization could actively intercept.
tldr; I don't buy Fermi's paradox.
The point is that if interstellar colonization is possible, the age of the universe practically requires galaxy-wide colonization as an inevitability. Yes, it would take millions of years to colonize an entire galaxy. Tens of millions, even.
Guess what? 10 million years is only 0.1% of the age of the universe. So if one civilization develops interstellar colonization, they experience geometric growth and claim the entire galaxy.
So either there is no civilization that has a 0.1% lead on us (which is statistically absurd if Earth-like planets are common) or interstellar colonization is impossible.
Would they eschew expansionism? Maybe. Would they always eschew it 100% of the time? Definitely not. And this is a Darwinean process - the ones that decided to stay home are the ones you don't meet.
And they've had a billion years to change their minds. Consider that the likelihood is numerous billion-year-head-starts, one species would inevitably try it.
Think about how important latency is to high frequency traders. In an information ecosystem, the laws of physics become paramount: latency and bandwidth are king. Physically being far from the action is essentially choosing to banish yourself to the hinterlands when everything exciting/valuable is happening at the hot core as close to the ball of fusion in the middle.
update: Thinking further, if anyone has in fact developed FTL, you can bet your ass they don't want anyone else to have it. In space, Sir Isaac Newton is the deadliest MotherF&@$%^# around. A baseball going 99% C is a weapon of mass destruction (http://what-if.xkcd.com/1/), much less a ship, which would essentially be a planet destroyer you literally couldn't see coming.
I'm pretty sure we're screwed and interstellar colonization is impossible. At best, we'll get a probe that takes a thousand years to tell us what it found, and we'll only explore a handful of neighbouring systems this way before something eventually scrapes humanity down the memory hole.