Here's a first look at the last round of The X Factor 2016 auditions.
And on this weekend we see Samantha Atkinson stun the judges with a cover of Adele's When We Were Young.
The 32-year-old landlady made it as far as bootcamp last year but left after clashing with Ryan Ruckledge in the group challenge.
Samantha says: "To be honest, it's done me a favour. It's made me feel stronger to come back now."
X Factor isn't the only talent show that Samantha was on last year either, she took part in Harry Hill's Stars In Their Eyes... as Adele, singing Someone Like You.
Speaking last year, Samantha revealed how she has been singing since 15 but has often struggled with nerves and confidence.
She said: "I performed a lot as part of a duo as I always felt more comfortable singing with someone else.
"After a while, I stopped performing due to my nerves."
However there looks to be few signs of worries in this preview from Saturday night's show as Samantha belts out Adele feet from the judges.
The panel certainly seem impressed but will Samantha get through to bootcamp?
And if she does, can she make it any further this year?
We'll find out the answers to both those questions this weekend!
The X Factor 2016 airs this Saturday night with the final auditions before a bumper bootcamp special on Sunday from 7:30PM.