An activated carbon filter, like a Brita pitcher.

I've heard mixed results on the reports. It's certainly removing some things, and leaving others. The results likely depend on just how bad it was when you started. But given that Brita filters aren't exactly cheap, you might have better luck just buying the $20 vodka rather than the $10 vodka.