Verified answer

It's on the Kill Bill volume 1 soundtrack. It's called Woo Hoo by 5.6.7.8's

The 5.6.7.8's - Woo Hoo It's on the Kill Bill soundtrack

It is not any particular song

It is a blues line called the twelve-bar blues played very fast

"Woo Hoo" by the "5.6.7.8's"

it's an all girl Japanese band