Yes. OG Boobie Black has 90 songs listed in a dataset used to train AI music models.

Used for training 90

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 Get Gangsta (feat. Kevin Gates & Beanie Sigel), Retaliation, Ogbty (feat. BTY Youngin' & Jay Jones)

Listed under the artist name 90 songs in LAION-DISCO-12M

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

Get Gangsta (feat. Kevin Gates & Beanie Sigel)

Listed as OG Boobie Black – Get Gangsta (feat. Kevin Gates & Beanie Sigel) (The Boobie Trapp 2) · Watch on YouTube

youtube_video 2AdhJlzlLHY · row 2AdhJlzlLHY

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Retaliation

Listed as OG Boobie Black – Retaliation (Black Jesus) · Watch on YouTube

youtube_video 3TGwu4X5nS8 · row 3TGwu4X5nS8

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Ogbty (feat. BTY Youngin' & Jay Jones)

Listed as OG Boobie Black – Ogbty (feat. BTY Youngin' & Jay Jones) (Boobie Trapp 3) · Watch on YouTube

youtube_video 7TTuSLwAqAc · row 7TTuSLwAqAc

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Green Light

Listed as Bezz Believe, Og Boobie Black – Green Light (Iron Sharpens Iron) · Watch on YouTube

youtube_video 7arWGE7zDgY · row 7arWGE7zDgY

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It Don't Stop

Listed as OG Boobie Black – It Don't Stop (Black Jesus) · Watch on YouTube

youtube_video 7sqooWFSEUc · row 7sqooWFSEUc

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Do It Myself

Listed as OG Boobie Black, Starlito – Do It Myself (The Boobie Trapp) · Watch on YouTube

youtube_video BJvxclVl0Rk · row BJvxclVl0Rk

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Bad Mufucka (feat. Kevin Gates)

Listed as OG Boobie Black – Bad Mufucka (feat. Kevin Gates) (Boobie Trapp 3) · Watch on YouTube

youtube_video CyoxuQ2q6dM · row CyoxuQ2q6dM

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Guap (feat. Young Dolph)

Listed as OG Boobie Black – Guap (feat. Young Dolph) (Boobie Trapp 3) · Watch on YouTube

youtube_video Dy_s4FCUU98 · row Dy_s4FCUU98

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Black Jesus

Listed as OG Boobie Black – Black Jesus (Black Jesus) · Watch on YouTube

youtube_video GHGMyrLXwjY · row GHGMyrLXwjY

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Losses

Listed as OG Boobie Black – Losses (The Boobie Trapp) · Watch on YouTube

youtube_video GQw4pgAIpW0 · row GQw4pgAIpW0

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Ghetto El Chapo

Listed as OG Boobie Black, Kevin Gates – Ghetto El Chapo (The Boobie Trapp) · Watch on YouTube

youtube_video GYi5LLgQfhM · row GYi5LLgQfhM

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Street Niggas (feat. Mozzy)

Listed as OG Boobie Black – Street Niggas (feat. Mozzy) (Boobie Trap 3 1/2) · Watch on YouTube

youtube_video H8pPy_Ox55g · row H8pPy_Ox55g

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Be Quiet (feat. Kevin Gates)

Listed as OG Boobie Black – Be Quiet (feat. Kevin Gates) (The Boobie Trapp 2) · Watch on YouTube

youtube_video HAggOBVk5TY · row HAggOBVk5TY

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Hard 2 Kill (feat. Kevin Gates)

Listed as OG Boobie Black – Hard 2 Kill (feat. Kevin Gates) (Boobie Trapp 3) · Watch on YouTube

youtube_video JQP5pGG3Yck · row JQP5pGG3Yck

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Real Nigga Doe

Listed as OG Boobie Black – Real Nigga Doe (The Boobie Trapp 2) · Watch on YouTube

youtube_video KFKTuWTiido · row KFKTuWTiido

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For Sale (feat. Money Bagg Yo)

Listed as OG Boobie Black – For Sale (feat. Money Bagg Yo) (Boobie Trap 3 1/2) · Watch on YouTube

youtube_video MWNIpYPaXFQ · row MWNIpYPaXFQ

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Hustle 4 It

Listed as Bezz Believe, Og Boobie Black – Hustle 4 It (Iron Sharpens Iron) · Watch on YouTube

youtube_video OMOahDR3hqY · row OMOahDR3hqY

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Stressing

Listed as OG Boobie Black – Stressing (Black Jesus) · Watch on YouTube

youtube_video OueOFxH23_E · row OueOFxH23_E

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Walk Down

Listed as OG Boobie Black – Walk Down (The Boobie Trapp 2) · Watch on YouTube

youtube_video R4sbhWrViFo · row R4sbhWrViFo

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Homicide Division II (feat. Kevin Gates)

Listed as OG Boobie Black – Homicide Division II (feat. Kevin Gates) (The Boobie Trapp 2) · Watch on YouTube

youtube_video RL3_hMQ0DPY · row RL3_hMQ0DPY

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True Story 2.0

Listed as OG Boobie Black – True Story 2.0 (Boobie Trapp 3) · Watch on YouTube

youtube_video SGMVGp-r558 · row SGMVGp-r558

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Yes Indeed (feat. Ball Greezy)

Listed as OG Boobie Black – Yes Indeed (feat. Ball Greezy) (Boobie Trap 3 1/2) · Watch on YouTube

youtube_video TAYx5dVBURU · row TAYx5dVBURU

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Keep It Real

Listed as OG Boobie Black – Keep It Real (The Boobie Trapp) · Watch on YouTube

youtube_video UgIJg5jVV9E · row UgIJg5jVV9E

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Goin' Live

Listed as OG Boobie Black – Goin' Live (Goin' Live) · Watch on YouTube

youtube_video V0eEbw-wIdA · row V0eEbw-wIdA

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Die Bout My Respect

Listed as OG Boobie Black – Die Bout My Respect (Black Jesus) · Watch on YouTube

youtube_video VEm4x5z22GU · row VEm4x5z22GU

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Banger Wit Me

Listed as OG Boobie Black – Banger Wit Me (Boobie Trapp 3) · Watch on YouTube

youtube_video Wzut8MzcdyU · row Wzut8MzcdyU

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Man of Respect

Listed as Bezz Believe, Og Boobie Black – Man of Respect (Iron Sharpens Iron) · Watch on YouTube

youtube_video ZK9cdz1LmY8 · row ZK9cdz1LmY8

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Beast Mode

Listed as Bezz Believe, Og Boobie Black – Beast Mode (Iron Sharpens Iron) · Watch on YouTube

youtube_video aXPjtgMne4Q · row aXPjtgMne4Q

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Face Card

Listed as OG Boobie Black – Face Card (Black Jesus) · Watch on YouTube

youtube_video cJ2cM_X6130 · row cJ2cM_X6130

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Never Going Broke (Bonus Track) (feat. Yung Mozzy)

Listed as OG Boobie Black – Never Going Broke (Bonus Track) (feat. Yung Mozzy) (Boobie Trap 3 1/2) · Watch on YouTube

youtube_video ciBqKANuHwo · row ciBqKANuHwo

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Da City (Outro)

Listed as OG Boobie Black – Da City (Outro) (Boobie Trapp 3) · Watch on YouTube

youtube_video f02soZyWqY4 · row f02soZyWqY4

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Drought

Listed as OG Boobie Black – Drought (Boobie Trapp 3) · Watch on YouTube

youtube_video fvdSi-9NWb8 · row fvdSi-9NWb8

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First Degree Murder

Listed as OG Boobie Black – First Degree Murder (The Boobie Trapp 2) · Watch on YouTube

youtube_video hweCDB57WrI · row hweCDB57WrI

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Black Memory (feat. Ilham)

Listed as OG Boobie Black – Black Memory (feat. Ilham) (Boobie Trapp 3) · Watch on YouTube

youtube_video i73KagUR8E4 · row i73KagUR8E4

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Quarterback

Listed as Bezz Believe, Og Boobie Black – Quarterback (Iron Sharpens Iron) · Watch on YouTube

youtube_video jNlp1OTrwJs · row jNlp1OTrwJs

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Shiesty (feat. Skooly P)

Listed as OG Boobie Black – Shiesty (feat. Skooly P) (Boobie Trap 3 1/2) · Watch on YouTube

youtube_video l4USXZ5l0X8 · row l4USXZ5l0X8

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Drip

Listed as OG Boobie Black – Drip (Black Jesus) · Watch on YouTube

youtube_video lY-uW07Uxxw · row lY-uW07Uxxw

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Your Loss (feat. Teddy Tee)

Listed as OG Boobie Black – Your Loss (feat. Teddy Tee) (The Boobie Trapp 2) · Watch on YouTube

youtube_video lbktyg_y4Yk · row lbktyg_y4Yk

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Pay Attention

Listed as OG Boobie Black – Pay Attention (Boobie Trapp 3) · Watch on YouTube

youtube_video nsmmMq0_ngU · row nsmmMq0_ngU

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Pig Latin

Listed as OG Boobie Black – Pig Latin (Black Jesus) · Watch on YouTube

youtube_video o1oDh2Cgh3g · row o1oDh2Cgh3g

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Run a Epp

Listed as OG Boobie Black – Run a Epp (Black Jesus) · Watch on YouTube

youtube_video oxvsVSURqsc · row oxvsVSURqsc

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Og Shit (feat. Gillie Da Kid)

Listed as OG Boobie Black – Og Shit (feat. Gillie Da Kid) (Boobie Trapp 3) · Watch on YouTube

youtube_video r8-GwbDJ6qM · row r8-GwbDJ6qM

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Real Street (feat. Icewear Vezzo)

Listed as OG Boobie Black – Real Street (feat. Icewear Vezzo) (Boobie Trapp 3) · Watch on YouTube

youtube_video rM8iOys7Z0c · row rM8iOys7Z0c

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OG Shit (feat. Marcelo)

Listed as OG Boobie Black – OG Shit (feat. Marcelo) (The Boobie Trapp 2) · Watch on YouTube

youtube_video rZ3L7K93BOs · row rZ3L7K93BOs

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2 R.E.A.L.

Listed as Bezz Believe, Og Boobie Black – 2 R.E.A.L. (Iron Sharpens Iron) · Watch on YouTube

youtube_video ryj6AlggZ5c · row ryj6AlggZ5c

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Bruce Lee

Listed as OG Boobie Black – Bruce Lee (Boobie Trap 3 1/2) · Watch on YouTube

youtube_video t397GXeDDZk · row t397GXeDDZk

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In the Game

Listed as OG Boobie Black – In the Game (The Boobie Trapp) · Watch on YouTube

youtube_video uladB322B8w · row uladB322B8w

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Buku (feat. Tokyo Jets & Tokyo Vanity)

Listed as OG Boobie Black – Buku (feat. Tokyo Jets & Tokyo Vanity) (Boobie Trap 3 1/2) · Watch on YouTube

youtube_video w8WkWqpIlmk · row w8WkWqpIlmk

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Focus

Listed as OG Boobie Black – Focus (Black Jesus) · Watch on YouTube

youtube_video yFdV5-dv6NM · row yFdV5-dv6NM

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Feelin Myself

Listed as OG Boobie Black, Khaotic – Feelin Myself (The Boobie Trapp) · Watch on YouTube

youtube_video zH5Vl9-49co · row zH5Vl9-49co

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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.