George W. Bush - In Da Club (Deepfake / Speech Synthesis with Music) [BEST VERSION]

The voice in this video was entirely computer-generated using a text-to-speech model trained on the speech patterns of George W. Bush. Music 50 Cent In Da Club.
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Jay Z tries to use copyright strikes to remove deepfaked audio of himself from CZcams
Hip-hop mogul Jay-Z has become an unlikely source of inspiration within the budding community of artificial intelligence-powered impersonation, known colloquially as deepfakes, and the rap icon’s record label has taken notice and issued copyright strikes to shut some of it down.
It’s not that Jay-Z is being maligned without his consent, as a majority of deepfakes tend to do by pasting the head of female celebrities and other women onto the bodies of adult film actresses. Rather, this is the world of safe-for-work, audio-only deepfakes that dabble mostly in parody, as well as putting on display the awe-inspiring technical sophistication the field has produced in just a few short years time.
In a fascinating deep dive from XOXO festival co-founder Andy Baio over at his website Waxy, Baio looks into AI-powered Jay-Z impersonations on CZcams, specifically one creator using Jay-Z’s iconic voice and hip-hop flow to rhyme classics like William Shakespeare's To Be or Not to Be soliloquy from Hamlet and Billy Joel’s We Didn’t Start the Fire.
In a strange turn of events, Roc Nation LLC, Jay-Z’s full-service entertainment agency, filed copyright strikes against the CZcams uploads of the above-mentioned deepfakes. The notices specifically cite AI, with Roc Nation writing, "this content unlawfully uses an AI to impersonate our client’s voice,” according to Baio’s conversations with the creator, who remains anonymous and goes by the online handle Voice Synthesis. The channel itself has nearly 40K subscribers, and many of its videos have racked up hundreds of thousands of views.
Weirdly enough, Jay-Z deepfake videos featuring the rapper’s synthetic voice rhyming the Book of Genesis and the infamous Navy Seal copypasta meme remain on CZcams. But you can’t chalk it up to those being free to use; We Didn't Start the Fire is of course copyrighted, but Shakespeare’s works are public domain.
All of Voice Synethesis’ videos are created by feeding Google’s open source Tacotron 2 text-to-speech model with Jay-Z songs and lyrics and having the synthetic voice read pre-written text. The situation raises fascinating questions about what exactly is being infringed upon here if the synthetic voice is simply producing original content using the likeness of a celebrity. For a deeper look into the copyright issues at play here, I highly suggest you read Baio’s analysis in full because he gets into the finer details of fair use and why Jay-Z’s claims may not hold up in court.
“It seems reasonable to assume that a model and audio generated from copyrighted audio recordings would be considered derivative works. But is it copyright infringement? Like virtually everything in the world of copyright, it depends - on how it was used, and for what purpose,” Baio explains. He uses an example of a record producer featuring Jay-Z on a new single without his permission as an obvious legal transgression before arguing why Vocal Synthesis may likely be in the right here.
After initially removing the videos, CZcams has since reinstated them. “After reviewing the DMCA takedown requests for the videos in question, we determined that they were incomplete,” a Google spokesperson tells The Verge. “Pending additional information from the claimant, we have temporarily reinstated the videos.”
Donald Trump Deepfake Barack Obama Deepfake George W. Bush Deepfake Jay Z Deepfake
2Pac deepfake Tupac Deepfake george w bush funny moments george w bush speech
presidential bloopers Kanye West Deepfake Bill Clinton Deepfake Hilary Clinton Deepfake presidential bush bloopers donald trump funny moments donald trump sings donald trump raps Barack obama raps Barack obama sings Joe Biden raps Joe biden sings george w bush sings rap Hip Hop roast joe biden vs donald trump rap battle

[@ramranchreallyrocks5598]

Can't get any more 2003 than this.

[@DSHK-wb5cn]

WE MAKIN IT OUT OF FALLUJAH WITH THIS ONE 🔥🔥🔥🔥🔥🔥🔥

[@ctnke]

when you finally find the wmds in iraq

[@joeybraiden72]

One guy at my work has a button with George W Bush and WMD. I don't know if he supports or hates Bush.

[@brandonrob8265]

@@joeybraiden72 he hates Bush

[@RonDiani]

Saddam Hussain destroyed them before the us army was there

[@RonDiani]

@@brandonrob8265 based

[@silver9809]

I'm dead
Holy shit this is on point

[@XAlucardmoonX]

He's really got my vote

[@khlebasmike]

Neighbors, get ready for a real banger

[@tucker2251]

Its 2020 it's would not surprise me if that was a real photo of george bush. Kinda works tbh

[@alphadonkey4545]

Finally the upper class white people can jam to this windows open and bass on!

[@talbertobarbossa75]

I already do

[@RonDiani]

Me being white and in the poor class I prefer 50 Cent lol
I am white trash

[@KremBotop]

Best version yet. Fantastic job

[@zls9890]

Bottle full of bub

[@clayyytonnn153]

"LOOK MOMMY, I GOT THE X IF YOU'RE INTO TAKING DRUGS"

[@legaleagles3654]

2022 and I’ve just found this lol 😆
Presidential excellence lol

[@PresidentGeorgeWBush-vf8yi]

I remember this singing this.

[@RonDiani]

Hi you rigged the election against me remember in 2000

[@Misterjibjab]

Impeccable beat

[@yokurobeck2014]

What program is this? Lol

[@jaysoncl6457]

Just found class mix mate what text to speech you use.....keep up the work...👍👍👊👊

[@theexuberantmortalbeast6213]

This shit rides😆😆😆

[@spookyaliens6286]

LOST MY SHIT 😂🤣😂

[@joeybraiden72]

Joe Biden matches the Gangsta Rap President better. I don't know why I love Biden as Gangsta Rapper.

[@PUSSYMONEYWEED75]

lol

[@elvatoloko3516]

But what about the face deep fake video?

[@lincolndethomasis6602]

yeah with bush lifting weights then upside down and the rest of he video in the club with his homies