A friend reccommended me Last.fm player for Ubuntu.

Simply run:

sudo apt-get install lastfm

That’s it, it works flawlessly and it consumes about 10-12KiB/s of your bandwitdh. Pretty cool, right? Now configure it with your last.fm account details and enjoy Last.fm Radios on your Linux box.