Installing openQRM wasn't always that easy. I always wanted to have this step running smooth and transparent by having standard packages for the different linux distributions. openQRM should be install-able by e.g. just running :
sudo apt-get install openqrm
Thomas Halinka (http://linuxfellaz.net) just made this possible ! Here his announcement about the new openQRM package repositories.