Calling all Madonna fans! The Queen of Pop is coming out with a long-awaited greatest hits collection this fall.

'We're hoping to have a greatest hits package come out in September," the singer's longtime publicist, Liz Rosenberg, tells PEOPLE. "We're all very excited about it."

With so many hit songs to choose from over her long career, the singer's manager, Guy Oseary, asked fans on Twitter Tuesday which tunes they think should be included. "Working on Madonna's greatest hits album," he wrote. "Any tracks that you think MUST be on?"

Still, the new album won't only feature songs her fans know and love. "Madonna does have plans to go into the studio to record a few new songs for this album," says Rosenberg.

The greatest hits album will be Madonna's last with Warner Records, with whom she sold more than 200 million albums. In October 2007, she ended her 27-year relationship with the label when she signed a reported $150 million deal with concert promoter Live Nation.

people.com

Can't wait for the new songs

No more HC singles?

maybe she'll put Devil Wouldn't Recognize You on the GH album and release it as a single! I know that's doubtful, but one can hope!

I'm glad she's recording a few new songs.... GHV2 didn't have any new songs.

PLEASE NO! That **** was over as soon as the second single was confirmed.

Anyway, I will be interested to see how this GH package does.

So it sounds like this will be a greatest hits of her entire career, which is good considering she's only recieved 3 or so hits in the U.S. since her last greatest hits.

^ Die Another Day, Hung Up, 4 Minutes..... American Life was a minor hit.... but basically flopped.... so yeah 3 pretty much.

Hollywood, Nothing Fails, Love Profusion, Sorry, Get Together, Jump, Give It 2 Me, Miles Away = all flopped

Cant wait to hear the new song

HC is soo dead now

I cannot wait.

Most of those were hits worldwide. The US isn't the only country in the world, you know. I'm glad she's helping her old friends at Warner out by recording some new tracks also. I wish they'd make "Miles Away" the lead-off single and give it a huge push with a video, it's so melodic and gorgeous and if the album cover is more tasteful than the HC cover then "Miles Away" will appeal to all the people that made Something To Remember a big-seller.

I've been awaiting this news for awhile! I can't wait for this to come out and I can't wait to hear the new songs!

IKR!? Hollywood did good WW

Can't ****ing wait... I didn't expect this!

Queen!

OH GOOD LAWD

I'm hoping that some of the new songs are similair too COADF era, I like techno Madonna

I'm very excited!

I hope she does songs like Hung up

i just can't wait for the new songs!

Can't wait! All of her songs are ok but my only fave from her is 4 Minutes.