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What is the song name and who plays it (South Park Guitar Hero video from Youtube)?

It's a South Park clip from an episode called Guitar Queer-O. Clips have been edited together, but there is a song played in the background. I need someone to help me figure out what song it is. I really like this song. Here is the address: http://www.youtube.com/watch?v=ttYbvPUS9-0

Female by Wolfmother

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