Yes. OT The Real has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 Anemic (feat. Lihtz), If They Coulda They Woulda, Whole Shabang (feat. Amir Ali)

Listed under the artist name 149 songs in LAION-DISCO-12M

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

Anemic (feat. Lihtz)

Listed as OT The Real, AraabMUZIK, Black Soprano Family – Anemic (feat. Lihtz) (ZOMBIE) · Watch on YouTube

youtube_video -A5vC9IfECM · row -A5vC9IfECM

LAION-DISCO-12M

If They Coulda They Woulda

Listed as OT The Real, AraabMUZIK, Black Soprano Family – If They Coulda They Woulda (ZOMBIE) · Watch on YouTube

youtube_video 2ebHdVwSWz4 · row 2ebHdVwSWz4

LAION-DISCO-12M

Whole Shabang (feat. Amir Ali)

Listed as OT The Real, AraabMUZIK, Black Soprano Family – Whole Shabang (feat. Amir Ali) (ZOMBIE) · Watch on YouTube

youtube_video 34ekMKKwkYU · row 34ekMKKwkYU

LAION-DISCO-12M

Just Different (feat. Conway The Machine)

Listed as OT The Real, AraabMUZIK, Black Soprano Family – Just Different (feat. Conway The Machine) (ZOMBIE) · Watch on YouTube

youtube_video 4QcgwkQ4m7M · row 4QcgwkQ4m7M

LAION-DISCO-12M

Certain Things (feat. 38 Spesh)

Listed as OT The Real, AraabMUZIK, Black Soprano Family – Certain Things (feat. 38 Spesh) (ZOMBIE) · Watch on YouTube

youtube_video 7UIxM5YX-4U · row 7UIxM5YX-4U

LAION-DISCO-12M

Summer '23

Listed as OT The Real – Summer '23 (Red Summer) · Watch on YouTube

youtube_video 8yb3lSkZGmw · row 8yb3lSkZGmw

LAION-DISCO-12M

John Doe (feat. Sule)

Listed as Fuego Base, Black Soprano Family, OT The Real – John Doe (feat. Sule) (Moving Base OT) · Watch on YouTube

youtube_video 95D6okTz9AU · row 95D6okTz9AU

LAION-DISCO-12M

Keith Sweat

Listed as Fuego Base, Black Soprano Family, OT The Real – Keith Sweat (Moving Base OT) · Watch on YouTube

youtube_video 9jRY9ASsr2M · row 9jRY9ASsr2M

LAION-DISCO-12M

Respect

Listed as OT The Real – Respect (No Matter What) · Watch on YouTube

youtube_video 9wLg1sqzoJ0 · row 9wLg1sqzoJ0

LAION-DISCO-12M

Oh No (feat. SKNJ)

Listed as OT The Real – Oh No (feat. SKNJ) (PALE HORSE) · Watch on YouTube

youtube_video BU0Zl_3rZIE · row BU0Zl_3rZIE

LAION-DISCO-12M

The Bottom

Listed as OT The Real, Statik Selektah, Merkules – The Bottom (The Bottom) · Watch on YouTube

youtube_video D5ZLX1Jl43s · row D5ZLX1Jl43s

LAION-DISCO-12M

CC

Listed as OT The Real – CC (PALE HORSE) · Watch on YouTube

youtube_video Dy_zqDjnevE · row Dy_zqDjnevE

LAION-DISCO-12M

The Wolf of Gaul Street

Listed as OT The Real – The Wolf of Gaul Street (PALE HORSE) · Watch on YouTube

youtube_video F88G5sex_w0 · row F88G5sex_w0

LAION-DISCO-12M

Boondock Saints (feat. Millyz)

Listed as OT The Real – Boondock Saints (feat. Millyz) (Red Summer) · Watch on YouTube

youtube_video FzUr6lLwGSo · row FzUr6lLwGSo

LAION-DISCO-12M

Revelations (feat. Gillie Da Kid, Wallo267 & Shaquille O'Neal)

Listed as OT The Real, Statik Selektah – Revelations (feat. Gillie Da Kid, Wallo267 & Shaquille O'Neal) (Maxed Out) · Watch on YouTube

youtube_video G-tdEsw9dTo · row G-tdEsw9dTo

LAION-DISCO-12M

Active (feat. Sauce Walka)

Listed as OT The Real – Active (feat. Sauce Walka) (Prepare for War) · Watch on YouTube

youtube_video H-Pek9HlmwY · row H-Pek9HlmwY

LAION-DISCO-12M

Mud (feat. Sash P)

Listed as OT The Real, Beanie Sigel – Mud (feat. Sash P) (Mud) · Watch on YouTube

youtube_video HgioP1Biw3w · row HgioP1Biw3w

LAION-DISCO-12M

Fade Away

Listed as OT The Real, AraabMUZIK, Black Soprano Family – Fade Away (ZOMBIE) · Watch on YouTube

youtube_video HiHjQU2tI4k · row HiHjQU2tI4k

LAION-DISCO-12M

Loyalty (feat. Gillie Da Kid, Wallo267 & Shaquille O'Neal)

Listed as OT The Real, Statik Selektah – Loyalty (feat. Gillie Da Kid, Wallo267 & Shaquille O'Neal) (Maxed Out) · Watch on YouTube

youtube_video I1TKE-f76lg · row I1TKE-f76lg

LAION-DISCO-12M

Ice Baby

Listed as OT The Real, AraabMUZIK, Black Soprano Family – Ice Baby (ZOMBIE) · Watch on YouTube

youtube_video JtGgIbyt_5E · row JtGgIbyt_5E

LAION-DISCO-12M

Eminem

Listed as OT The Real – Eminem (Eminem) · Watch on YouTube

youtube_video LKuMcK3sWjo · row LKuMcK3sWjo

LAION-DISCO-12M

JJ Redick

Listed as OT The Real, AraabMUZIK, Black Soprano Family – JJ Redick (ZOMBIE) · Watch on YouTube

youtube_video LamyWpnyRi4 · row LamyWpnyRi4

LAION-DISCO-12M

Lessons

Listed as OT The Real, Merkules – Lessons (Lessons) · Watch on YouTube

youtube_video QN2M7wlwbH4 · row QN2M7wlwbH4

LAION-DISCO-12M

Bodies

Listed as Fuego Base, Black Soprano Family, OT The Real – Bodies (Moving Base OT) · Watch on YouTube

youtube_video TAvcN8Pxzh4 · row TAvcN8Pxzh4

LAION-DISCO-12M

Blood Stains (feat. Rome Streetz)

Listed as OT The Real, AraabMUZIK, Black Soprano Family – Blood Stains (feat. Rome Streetz) (ZOMBIE) · Watch on YouTube

youtube_video TVGvrIUf1fo · row TVGvrIUf1fo

LAION-DISCO-12M

Go to War

Listed as OT The Real, DJ Green Lantern, Millyz – Go to War (Go to War) · Watch on YouTube

youtube_video V32XZXDiV14 · row V32XZXDiV14

LAION-DISCO-12M

Turning Stones

Listed as OT The Real, AraabMUZIK, Black Soprano Family – Turning Stones (Turning Stones) · Watch on YouTube

youtube_video XQxen2ykMyo · row XQxen2ykMyo

LAION-DISCO-12M

Pirouette (feat. Allstar da Great)

Listed as Fuego Base, Black Soprano Family, OT The Real – Pirouette (feat. Allstar da Great) (Moving Base OT) · Watch on YouTube

youtube_video Xb6mE8lOoJk · row Xb6mE8lOoJk

LAION-DISCO-12M

HELLSTAR (feat. Ot7 Quanny)

Listed as OT The Real, Harry Fraud – HELLSTAR (feat. Ot7 Quanny) (HELLSTAR) · Watch on YouTube

youtube_video ZjIfLTxdQfA · row ZjIfLTxdQfA

LAION-DISCO-12M

My Old Friend

Listed as OT The Real – My Old Friend (PALE HORSE) · Watch on YouTube

youtube_video _8K4UB2jzdQ · row _8K4UB2jzdQ

LAION-DISCO-12M

Put Ya Lyfe on It

Listed as Nems, OT The Real – Put Ya Lyfe on It (Put Ya Lyfe on It) · Watch on YouTube

youtube_video _l-nBKiHQ8s · row _l-nBKiHQ8s

LAION-DISCO-12M

Hardcore

Listed as OT The Real, Statik Selektah, Freeway – Hardcore (Hardcore) · Watch on YouTube

youtube_video dAFWzBBaIWQ · row dAFWzBBaIWQ

LAION-DISCO-12M

RIP KYHU

Listed as OT The Real – RIP KYHU (Evil Empire) · Watch on YouTube

youtube_video eiivTCbkyac · row eiivTCbkyac

LAION-DISCO-12M

Kensington Beach (feat. Beanie Sigel)

Listed as OT The Real – Kensington Beach (feat. Beanie Sigel) (Evil Empire) · Watch on YouTube

youtube_video ekJ5xn3YpbU · row ekJ5xn3YpbU

LAION-DISCO-12M

Bando

Listed as OT The Real – Bando (OT The Real) · Watch on YouTube

youtube_video fvzyVQmavQk · row fvzyVQmavQk

LAION-DISCO-12M

Hometeam

Listed as Fuego Base, Black Soprano Family, OT The Real – Hometeam (Moving Base OT) · Watch on YouTube

youtube_video i-aiI7gQvs0 · row i-aiI7gQvs0

LAION-DISCO-12M

Arithmetic

Listed as Fuego Base, Black Soprano Family, OT The Real – Arithmetic (Arithmetic) · Watch on YouTube

youtube_video iuDHyYrdYbM · row iuDHyYrdYbM

LAION-DISCO-12M

Make It Count

Listed as OT The Real, Statik Selektah – Make It Count (Make It Count) · Watch on YouTube

youtube_video juypn_Ou5G0 · row juypn_Ou5G0

LAION-DISCO-12M

Secrets (feat. Lik Moss)

Listed as OT The Real – Secrets (feat. Lik Moss) (Prepare for War) · Watch on YouTube

youtube_video mGgvBuQPKk8 · row mGgvBuQPKk8

LAION-DISCO-12M

Don't Forget

Listed as OT The Real – Don't Forget (It's Almost Over) · Watch on YouTube

youtube_video mNFxybYLl6k · row mNFxybYLl6k

LAION-DISCO-12M

Ocean Eyes

Listed as OT The Real – Ocean Eyes (Evil Empire) · Watch on YouTube

youtube_video nQ9lip1iQTk · row nQ9lip1iQTk

LAION-DISCO-12M

Battle Scars (feat. Benny The Butcher)

Listed as Fuego Base, Black Soprano Family, OT The Real – Battle Scars (feat. Benny The Butcher) (Moving Base OT) · Watch on YouTube

youtube_video nu8LLRXQGOA · row nu8LLRXQGOA

LAION-DISCO-12M

BrownStone

Listed as Fuego Base, Black Soprano Family, OT The Real – BrownStone (Moving Base OT) · Watch on YouTube

youtube_video oQjGFtgMH7c · row oQjGFtgMH7c

LAION-DISCO-12M

Overpass (feat. Rick Hyde)

Listed as Fuego Base, Black Soprano Family, OT The Real – Overpass (feat. Rick Hyde) (Moving Base OT) · Watch on YouTube

youtube_video ofJAGXbuO4M · row ofJAGXbuO4M

LAION-DISCO-12M

Came up Fast (feat. Gillie Da Kid, Wallo267 & Shaquille O'Neal)

Listed as OT The Real, Statik Selektah – Came up Fast (feat. Gillie Da Kid, Wallo267 & Shaquille O'Neal) (Maxed Out) · Watch on YouTube

youtube_video pn0AlqizN7E · row pn0AlqizN7E

LAION-DISCO-12M

Seasonal Depression

Listed as OT The Real – Seasonal Depression (PALE HORSE) · Watch on YouTube

youtube_video sZZx_pZWziM · row sZZx_pZWziM

LAION-DISCO-12M

Turned on Me (feat. Gillie Da Kid, Wallo267 & Shaquille O'Neal)

Listed as OT The Real, Statik Selektah – Turned on Me (feat. Gillie Da Kid, Wallo267 & Shaquille O'Neal) (Maxed Out) · Watch on YouTube

youtube_video suoiyQZTHPU · row suoiyQZTHPU

LAION-DISCO-12M

Otr Freestyle

Listed as OT The Real – Otr Freestyle (Otr Freestyle) · Watch on YouTube

youtube_video v85h2V9w9uU · row v85h2V9w9uU

LAION-DISCO-12M

Strong Survive

Listed as OT The Real, AraabMUZIK, Black Soprano Family – Strong Survive (ZOMBIE) · Watch on YouTube

youtube_video vR_iIYEMfvE · row vR_iIYEMfvE

LAION-DISCO-12M

The Crown (feat. Benny the Butcher & ElCamino)

Listed as OT The Real, AraabMUZIK, Black Soprano Family – The Crown (feat. Benny the Butcher & ElCamino) (The Crown) · Watch on YouTube

youtube_video wn4As05hv_s · row wn4As05hv_s

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.