Yep, you get that with tabs. I personally don't listen to the Sick Puppies and have no idea which songs are from which albums.
You could try these:
http://www.bassmasta.net/s/sick_puppies/
Alternately, grab a copy of either the Amazing Slow Downer or Denzio Music Mentor and put the .mp3s into that.
The Amazing Slow Downer will slow the music down so you can learn the songs by ear.
The denzio music mentor does a half good job of extracting chords from the songs and giving you semi accurate tabs.