Okay, so I wanted to do some basic signal processing in Python and found this great library called scikits.audiolab.
scikits.audiolab
No PPA anywhere to be found. Oh wel
I you don't want to have the warning about alsa headers, just install the lib.
sudo apt-get install libasound2-dev
That worked for me..