Yes. Black Prez has 73 songs listed in a dataset used to train AI music models.

Used for training 73

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including Rooftopin Again (Marc Cotterell Remix), Feel Good (Sped Up Version), Up All Night

Listed under the artist name 73 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

Rooftopin Again (Marc Cotterell Remix)

Listed as Marvin Aloys, Black Prez, Marc Cotterell – Rooftopin Again (Marc Cotterell Remix) (Rooftopin Again) · Watch on YouTube

youtube_video -RUjZpEWC_o · row -RUjZpEWC_o

LAION-DISCO-12M

Feel Good (Sped Up Version)

Listed as Shaun Reynolds, Black Prez – Feel Good (Sped Up Version) (Feel Good (Sped Up Version)) · Watch on YouTube

youtube_video 2OtrAeoL_Qg · row 2OtrAeoL_Qg

LAION-DISCO-12M

Up All Night

Listed as Black Prez, Shaun Reynolds – Up All Night (Up All Night) · Watch on YouTube

youtube_video 2dHBfWxDuT4 · row 2dHBfWxDuT4

LAION-DISCO-12M

These Heaux

Listed as Black Prez, DCCM – These Heaux (These Heaux) · Watch on YouTube

youtube_video 3ndp9KlB4_s · row 3ndp9KlB4_s

LAION-DISCO-12M

Up All Night

Listed as Black Prez, Shaun Reynolds – Up All Night (Play This at a Party) · Watch on YouTube

youtube_video 4_tfCydKVT0 · row 4_tfCydKVT0

LAION-DISCO-12M

On Deck

Listed as Black Prez – On Deck (On Deck) · Watch on YouTube

youtube_video 4dIcgFoSUYI · row 4dIcgFoSUYI

LAION-DISCO-12M

What It Is

Listed as Black Prez – What It Is (What It Is) · Watch on YouTube

youtube_video 6WWbvDCit5o · row 6WWbvDCit5o

LAION-DISCO-12M

Problem

Listed as Black Prez – Problem (The Opposite of Quiet) · Watch on YouTube

youtube_video 8SuuWDGNSlM · row 8SuuWDGNSlM

LAION-DISCO-12M

Cool with Me

Listed as Black Prez, Shaun Reynolds – Cool with Me (Play This at a Party) · Watch on YouTube

youtube_video 8riTFcGjYCE · row 8riTFcGjYCE

LAION-DISCO-12M

Just Watch

Listed as Black Prez – Just Watch (Just Watch) · Watch on YouTube

youtube_video 9GpubvSykvo · row 9GpubvSykvo

LAION-DISCO-12M

Level Up

Listed as Black Prez – Level Up (The Opposite of Quiet) · Watch on YouTube

youtube_video 9jkexsqETbY · row 9jkexsqETbY

LAION-DISCO-12M

All Day (feat. KID SOMETHING)

Listed as Black Prez – All Day (feat. KID SOMETHING) (All Day) · Watch on YouTube

youtube_video BiLB-NKBKQ0 · row BiLB-NKBKQ0

LAION-DISCO-12M

We Goin' Higher (feat. Kid Something)

Listed as Black Prez – We Goin' Higher (feat. Kid Something) (The Opposite of Quiet) · Watch on YouTube

youtube_video Cu5SbMMboo4 · row Cu5SbMMboo4

LAION-DISCO-12M

Run

Listed as Black Prez, Eppic – Run (Run) · Watch on YouTube

youtube_video FTINbE19sj0 · row FTINbE19sj0

LAION-DISCO-12M

Do It feat. Black Prez (feat. Black Prez)

Listed as Apashe, Black Prez – Do It feat. Black Prez (feat. Black Prez) (Do It) · Watch on YouTube

youtube_video Fl4S2-GpKd8 · row Fl4S2-GpKd8

LAION-DISCO-12M

Doing My Thing (feat. One.Six)

Listed as Black Prez – Doing My Thing (feat. One.Six) (Doing My Thing) · Watch on YouTube

youtube_video O39RCi9ok8U · row O39RCi9ok8U

LAION-DISCO-12M

The Struggle (feat. Kid Something)

Listed as Black Prez – The Struggle (feat. Kid Something) (The Struggle) · Watch on YouTube

youtube_video Pbabb_Zwv9I · row Pbabb_Zwv9I

LAION-DISCO-12M

Back to the Basics

Listed as Marvin Aloys, Black Prez – Back to the Basics (Back To The Basics) · Watch on YouTube

youtube_video S1UYMYkl3ak · row S1UYMYkl3ak

LAION-DISCO-12M

Whatchu Think About Me Now (feat. KID SOMETHING)

Listed as Black Prez – Whatchu Think About Me Now (feat. KID SOMETHING) (Whatchu Think About Me Now) · Watch on YouTube

youtube_video SOyH-33s1bU · row SOyH-33s1bU

LAION-DISCO-12M

Our Time

Listed as Black Prez – Our Time (Our Time) · Watch on YouTube

youtube_video StqmeRn0J3Y · row StqmeRn0J3Y

LAION-DISCO-12M

The King

Listed as Black Prez – The King (The Opposite of Quiet) · Watch on YouTube

youtube_video XHc6LTGhk14 · row XHc6LTGhk14

LAION-DISCO-12M

...Ready For It? (VIP) (feat. Theresa Cherchi)

Listed as Death Come Cover Me, Black Prez – ...Ready For It? (VIP) (feat. Theresa Cherchi) (...Ready For It? (VIP)) · Watch on YouTube

youtube_video XRWJf2REmJ8 · row XRWJf2REmJ8

LAION-DISCO-12M

Hall of Fame

Listed as Marvin Aloys, PvssyCat, Black Prez – Hall of Fame (Hall of Fame) · Watch on YouTube

youtube_video ZZm1ijEfxw4 · row ZZm1ijEfxw4

LAION-DISCO-12M

La La La

Listed as Black Prez, Shaun Reynolds – La La La (Play This at a Party) · Watch on YouTube

youtube_video _0pEIUFKeqQ · row _0pEIUFKeqQ

LAION-DISCO-12M

Dat Azz

Listed as Yan Dollar, Koroma, Black Prez – Dat Azz (Dat Azz) · Watch on YouTube

youtube_video _ZHdgC0l5nk · row _ZHdgC0l5nk

LAION-DISCO-12M

Dies Irae (Avance Remix)

Listed as Apashe, Black Prez, Avance – Dies Irae (Avance Remix) (Dies Irae (Avance Remix)) · Watch on YouTube

youtube_video _nrs1YtnXLE · row _nrs1YtnXLE

LAION-DISCO-12M

Party Started

Listed as Black Prez – Party Started (The Opposite of Quiet) · Watch on YouTube

youtube_video a_eoh_--HAA · row a_eoh_--HAA

LAION-DISCO-12M

Joy

Listed as Black Prez – Joy (The Opposite of Quiet) · Watch on YouTube

youtube_video brfec1BYKtA · row brfec1BYKtA

LAION-DISCO-12M

Back To The Basics (Groove Insane Remix)

Listed as Marvin Aloys, Black Prez, Angelo Ferreri – Back To The Basics (Groove Insane Remix) (Back To The Basics) · Watch on YouTube

youtube_video cieJ1ehKm8Q · row cieJ1ehKm8Q

LAION-DISCO-12M

Feel Good

Listed as Black Prez, Shaun Reynolds – Feel Good (Feel Good) · Watch on YouTube

youtube_video cnaC4Bb61NY · row cnaC4Bb61NY

LAION-DISCO-12M

Move To This (The Curley Shuffle)

Listed as Black Prez, Shaun Reynolds – Move To This (The Curley Shuffle) (Move To This (The Curley Shuffle)) · Watch on YouTube

youtube_video eNsVIWc3mRM · row eNsVIWc3mRM

LAION-DISCO-12M

Watch Me

Listed as Black Prez – Watch Me (The Opposite of Quiet) · Watch on YouTube

youtube_video f0a7lnX7nIg · row f0a7lnX7nIg

LAION-DISCO-12M

Flex

Listed as Black Prez – Flex (Flex) · Watch on YouTube

youtube_video fH-Djk__q3k · row fH-Djk__q3k

LAION-DISCO-12M

Dies Irae (Signal Remix)

Listed as Apashe, Black Prez, Signal, IMANU – Dies Irae (Signal Remix) (Dies Irae (Signal Remix)) · Watch on YouTube

youtube_video fVwVLXh7OM8 · row fVwVLXh7OM8

LAION-DISCO-12M

We Move Fast

Listed as Black Prez, Shaun Reynolds – We Move Fast (We Move Fast) · Watch on YouTube

youtube_video ia3bs-UfXPQ · row ia3bs-UfXPQ

LAION-DISCO-12M

Häagen Dazs (feat. Barbasauce)

Listed as Black Prez – Häagen Dazs (feat. Barbasauce) (Häagen Dazs) · Watch on YouTube

youtube_video jOhu4lZc1k0 · row jOhu4lZc1k0

LAION-DISCO-12M

Imma Go Get It (feat. Kid Something)

Listed as Black Prez – Imma Go Get It (feat. Kid Something) (The Opposite of Quiet) · Watch on YouTube

youtube_video k9T0OJJDMCo · row k9T0OJJDMCo

LAION-DISCO-12M

Green Light (Go Time)

Listed as Black Prez, LG (TEAM GENIUS) – Green Light (Go Time) (Green Light (Go Time)) · Watch on YouTube

youtube_video leHYIpms0wg · row leHYIpms0wg

LAION-DISCO-12M

They Don't Know About Me

Listed as Black Prez – They Don't Know About Me (They Don't Know About Me) · Watch on YouTube

youtube_video leZOGOZQutU · row leZOGOZQutU

LAION-DISCO-12M

Head High (feat. Ebony Day)

Listed as Black Prez, Shaun Reynolds – Head High (feat. Ebony Day) (Play This at a Party) · Watch on YouTube

youtube_video oZFPIQcfVrs · row oZFPIQcfVrs

LAION-DISCO-12M

Rooftopin Again

Listed as Marvin Aloys, Black Prez – Rooftopin Again (Rooftopin Again) · Watch on YouTube

youtube_video pgCG7xVLZkI · row pgCG7xVLZkI

LAION-DISCO-12M

Bodak Yellow

Listed as K!NG KVNG, Black Prez, Death Come Cover Me – Bodak Yellow (Bodak Yellow) · Watch on YouTube

youtube_video puKQpv0wY2k · row puKQpv0wY2k

LAION-DISCO-12M

Stand Out (feat. KID SOMETHING)

Listed as Black Prez – Stand Out (feat. KID SOMETHING) (Stand Out) · Watch on YouTube

youtube_video qM5IRqQjoq4 · row qM5IRqQjoq4

LAION-DISCO-12M

Feel Good (Instrumental)

Listed as Black Prez, Shaun Reynolds – Feel Good (Instrumental) (Feel Good (Instrumental)) · Watch on YouTube

youtube_video rBjNdKLmCMI · row rBjNdKLmCMI

LAION-DISCO-12M

She on Fire

Listed as Black Prez – She on Fire (She on Fire) · Watch on YouTube

youtube_video sElcEfpNLeU · row sElcEfpNLeU

LAION-DISCO-12M

Real Me

Listed as Black Prez – Real Me (BERLA) · Watch on YouTube

youtube_video sSFmMoNY-1g · row sSFmMoNY-1g

LAION-DISCO-12M

Ha Ha Hey Hey

Listed as Black Prez – Ha Ha Hey Hey (BERLA) · Watch on YouTube

youtube_video wrIk7yqfpf0 · row wrIk7yqfpf0

LAION-DISCO-12M

Like Me (feat. Ricky Ficarelli)

Listed as Black Prez, Shaun Reynolds – Like Me (feat. Ricky Ficarelli) (Play This at a Party) · Watch on YouTube

youtube_video yD8wWLHGD00 · row yD8wWLHGD00

LAION-DISCO-12M

Nunadat

Listed as Black Prez, Shaun Reynolds – Nunadat (Play This at a Party) · Watch on YouTube

youtube_video yJbPXCEMv_E · row yJbPXCEMv_E

LAION-DISCO-12M

Built For This (feat. Kid Something)

Listed as Black Prez – Built For This (feat. Kid Something) (The Opposite of Quiet) · Watch on YouTube

youtube_video yMQlSYZtaj0 · row yMQlSYZtaj0

LAION-DISCO-12M

What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.