I Can't Decide

It's not indecision on my part, it's the name of the song by Scissor Sisters.

Runaway Train

I really love this song by Soul Asylum, a Grammy award winner (Best Rock Song) in 1994.

I Don't Wanna Miss a Thing

From the Armageddon soundtrack, here's Aerosmith.

Never Too Late

This is another great song by Three Days Grace, and yet again, embedding is disabled, so here it is with lyrics instead. The video clip can be found here.

Shipoopi

This song is from "The Music Man", but in my head it was made famous by Family Guy. Here's "Shipoopi":

Surfin' Bird

In a little over two minutes, The Trashmen changed the face of rock and roll forever.
"Surfin' Bird" reached #4 on the Billboard Hot 100. It is a combination of two R&B hits by The Rivingtons, "Papa-Oom-Mow-Mow" and "The Bird's the Word".

Dust in the Wind

This is a beautiful song by Kansas.