Yes. 38 Spesh has 251 songs listed in a dataset used to train AI music models.

Used for training 251

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 Life Is Beautiful, Concrete Jungle (feat. Eto & Jai Black), Trust Is Key (feat. Izzy Hott)

Listed under the artist name 251 songs in LAION-DISCO-12M

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

Life Is Beautiful

Listed as Grafh, 38 Spesh, Bun B – Life Is Beautiful (Life Is Beautiful) · Watch on YouTube

youtube_video -UmXKuOoQyk · row -UmXKuOoQyk

LAION-DISCO-12M

Concrete Jungle (feat. Eto & Jai Black)

Listed as Che Noir, 38 Spesh – Concrete Jungle (feat. Eto & Jai Black) (Juno) · Watch on YouTube

youtube_video 3BcFgjS7XI0 · row 3BcFgjS7XI0

LAION-DISCO-12M

Trust Is Key (feat. Izzy Hott)

Listed as The Musalini, 38 Spesh – Trust Is Key (feat. Izzy Hott) (In God We Trust) · Watch on YouTube

youtube_video 3EZidU2iac8 · row 3EZidU2iac8

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Never Have To Run

Listed as 38 Spesh – Never Have To Run (Out On Bail) · Watch on YouTube

youtube_video 5PK1Xzee67I · row 5PK1Xzee67I

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Ondaspot Cypher

Listed as 38 Spesh – Ondaspot Cypher (Sirius Satellite Freestyles - EP) · Watch on YouTube

youtube_video 5bB-qUPDNp4 · row 5bB-qUPDNp4

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What It Look Like

Listed as The Musalini, 38 Spesh, Planet Asia – What It Look Like (In God We Trust) · Watch on YouTube

youtube_video 60hypVn66Vg · row 60hypVn66Vg

LAION-DISCO-12M

Already

Listed as Grafh, 38 Spesh – Already (Art of Words) · Watch on YouTube

youtube_video 6MnpzaBzduE · row 6MnpzaBzduE

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Randolph & Mortimer (feat. Ransom)

Listed as 38 Spesh – Randolph & Mortimer (feat. Ransom) (Gunsmoke) · Watch on YouTube

youtube_video 6Yh5IUGFnbE · row 6Yh5IUGFnbE

LAION-DISCO-12M

Body After Body (feat. Rasheed Chappell)

Listed as Planet Asia, 38 Spesh – Body After Body (feat. Rasheed Chappell) (Trust the Chain) · Watch on YouTube

youtube_video 9t5-EBiUpIU · row 9t5-EBiUpIU

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Heartless (feat. Dwayne Collins)

Listed as Kool G Rap, 38 Spesh – Heartless (feat. Dwayne Collins) (Son Of G Rap) · Watch on YouTube

youtube_video A0CYftrOuBk · row A0CYftrOuBk

LAION-DISCO-12M

Driver Seat (feat. Styles P & Jadakiss)

Listed as 38 Spesh, Benny The Butcher – Driver Seat (feat. Styles P & Jadakiss) (Stabbed & Shot) · Watch on YouTube

youtube_video BHwBPeFNMk0 · row BHwBPeFNMk0

LAION-DISCO-12M

Juggernauts

Listed as Planet Asia, 38 Spesh – Juggernauts (Trust the Chain) · Watch on YouTube

youtube_video C-Lb6_E6zY4 · row C-Lb6_E6zY4

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Bricks at the Pen

Listed as Kool G Rap, 38 Spesh – Bricks at the Pen (Son Of G Rap) · Watch on YouTube

youtube_video DwfzW7-8EFc · row DwfzW7-8EFc

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God Degree

Listed as Planet Asia, 38 Spesh – God Degree (Trust the Chain) · Watch on YouTube

youtube_video F_sIzRQ67zQ · row F_sIzRQ67zQ

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Passport Player

Listed as Planet Asia, 38 Spesh – Passport Player (Trust the Chain) · Watch on YouTube

youtube_video IuKHsGTvU5E · row IuKHsGTvU5E

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Rain Fall (feat. Conway the Machine)

Listed as Grafh, 38 Spesh – Rain Fall (feat. Conway the Machine) (Art of Words) · Watch on YouTube

youtube_video JAZR2wZ_yIE · row JAZR2wZ_yIE

LAION-DISCO-12M

Had It Coming

Listed as 38 Spesh, Havoc, Lloyd Banks – Had It Coming (Had It Coming) · Watch on YouTube

youtube_video JQ1-tAScY8k · row JQ1-tAScY8k

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Soul Not 4 Sale (feat. G4 JAG)

Listed as The Musalini, 38 Spesh – Soul Not 4 Sale (feat. G4 JAG) (In God We Trust) · Watch on YouTube

youtube_video JmWxpEQzYVU · row JmWxpEQzYVU

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Loyalty (feat. Benny the Butcher & Klass Murda)

Listed as 38 Spesh – Loyalty (feat. Benny the Butcher & Klass Murda) (The Trust Tape 2) · Watch on YouTube

youtube_video LoOQK-9mQs4 · row LoOQK-9mQs4

LAION-DISCO-12M

Pistol Whip

Listed as Brady Watt, Rome Streetz, 38 Spesh – Pistol Whip (Pistol Whip) · Watch on YouTube

youtube_video MH1SxL88czI · row MH1SxL88czI

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Satellite

Listed as The Musalini, 38 Spesh – Satellite (Satellite) · Watch on YouTube

youtube_video NPG5FMe-QCM · row NPG5FMe-QCM

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Finesse (feat. Rome Streetz)

Listed as Grafh, 38 Spesh – Finesse (feat. Rome Streetz) (Finesse) · Watch on YouTube

youtube_video SgJEVtkwHmM · row SgJEVtkwHmM

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Royalty (feat. Street Justice & Klass Murda)

Listed as Che Noir, 38 Spesh – Royalty (feat. Street Justice & Klass Murda) (Juno) · Watch on YouTube

youtube_video W3ZumSY5pIQ · row W3ZumSY5pIQ

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Another One

Listed as The Musalini, 38 Spesh – Another One (In God We Trust) · Watch on YouTube

youtube_video WlXNEySlRaA · row WlXNEySlRaA

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We Ride

Listed as The Musalini, 38 Spesh – We Ride (In God We Trust) · Watch on YouTube

youtube_video XPON7zL5fYQ · row XPON7zL5fYQ

LAION-DISCO-12M

Paint & Sip

Listed as The Musalini, 38 Spesh – Paint & Sip (In God We Trust) · Watch on YouTube

youtube_video XcuPifAHOtE · row XcuPifAHOtE

LAION-DISCO-12M

Dirty Work

Listed as Grafh, 38 Spesh – Dirty Work (Art of Words) · Watch on YouTube

youtube_video afV6Koxs19w · row afV6Koxs19w

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Learned from Og's (feat. Fred the Godson & Elcamino)

Listed as Planet Asia, 38 Spesh – Learned from Og's (feat. Fred the Godson & Elcamino) (Learned from Og's) · Watch on YouTube

youtube_video blfyU2QdWcc · row blfyU2QdWcc

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Art of War

Listed as Che Noir, 38 Spesh – Art of War (Juno) · Watch on YouTube

youtube_video bwkxQQqf_XU · row bwkxQQqf_XU

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Life's The Same

Listed as Grafh, 38 Spesh – Life's The Same (Art of Words) · Watch on YouTube

youtube_video cx5NFY-skwI · row cx5NFY-skwI

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Tec and a Mink

Listed as Planet Asia, 38 Spesh – Tec and a Mink (Trust the Chain) · Watch on YouTube

youtube_video fUVmima02jw · row fUVmima02jw

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Selfish (feat. Dwayne Collins)

Listed as 38 Spesh – Selfish (feat. Dwayne Collins) (TimeServed) · Watch on YouTube

youtube_video gVE9LY22dJ4 · row gVE9LY22dJ4

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36 Chambers

Listed as Grafh, 38 Spesh – 36 Chambers (Art of Words) · Watch on YouTube

youtube_video gZykfzWEymc · row gZykfzWEymc

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Target Practice

Listed as 38 Spesh, Harry Fraud, Jim Jones – Target Practice (Target Practice) · Watch on YouTube

youtube_video gyqFjHjvXAY · row gyqFjHjvXAY

LAION-DISCO-12M

Declare War (Skit)

Listed as Che Noir, 38 Spesh – Declare War (Skit) (Juno) · Watch on YouTube

youtube_video hpn504XdA9s · row hpn504XdA9s

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Queen City

Listed as Che Noir, 38 Spesh – Queen City (Juno) · Watch on YouTube

youtube_video i6pFRBU6wPY · row i6pFRBU6wPY

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Mystery School

Listed as Planet Asia, 38 Spesh – Mystery School (Trust the Chain) · Watch on YouTube

youtube_video ilkCJQw4dYU · row ilkCJQw4dYU

LAION-DISCO-12M

MC vs. Rapper (Skit)

Listed as Che Noir, 38 Spesh – MC vs. Rapper (Skit) (Juno) · Watch on YouTube

youtube_video lG5xjEquoyw · row lG5xjEquoyw

LAION-DISCO-12M

Sharlene

Listed as 38 Spesh, Harry Fraud – Sharlene (Beyond Belief) · Watch on YouTube

youtube_video nGVTdAWLPvE · row nGVTdAWLPvE

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Resurrected Pharaohs (feat. The Musalini)

Listed as Planet Asia, 38 Spesh – Resurrected Pharaohs (feat. The Musalini) (Trust the Chain) · Watch on YouTube

youtube_video oYx5-cFKp2A · row oYx5-cFKp2A

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Money Calling (feat. Clemm Rishad)

Listed as 38 Spesh – Money Calling (feat. Clemm Rishad) (Interstate 38) · Watch on YouTube

youtube_video opc9JIEDCS8 · row opc9JIEDCS8

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Flow Gods (feat. Freddie Gibbs & Meyhem Lauren)

Listed as Kool G Rap, 38 Spesh – Flow Gods (feat. Freddie Gibbs & Meyhem Lauren) (Son Of G Rap) · Watch on YouTube

youtube_video pFNx3pqkP6w · row pFNx3pqkP6w

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Crown (feat. Street Justice)

Listed as Che Noir, 38 Spesh, Planet Asia – Crown (feat. Street Justice) (Crown) · Watch on YouTube

youtube_video qxAeAPI1L8w · row qxAeAPI1L8w

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Goin Up

Listed as Grafh, 38 Spesh – Goin Up (Art of Words) · Watch on YouTube

youtube_video sGp5GkdGNew · row sGp5GkdGNew

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Win Lose or Draw

Listed as Che Noir, 38 Spesh – Win Lose or Draw (Juno) · Watch on YouTube

youtube_video uTVOls-G4p0 · row uTVOls-G4p0

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G Heist

Listed as Kool G Rap, 38 Spesh – G Heist (Son Of G Rap) · Watch on YouTube

youtube_video uUZBjnh_8uk · row uUZBjnh_8uk

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Doctrine (feat. O FINESS)

Listed as The Musalini, 38 Spesh – Doctrine (feat. O FINESS) (In God We Trust) · Watch on YouTube

youtube_video wx1E36VBrqc · row wx1E36VBrqc

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Prey (feat. Ransom)

Listed as Che Noir, 38 Spesh – Prey (feat. Ransom) (Prey) · Watch on YouTube

youtube_video x5o6jpEVKHg · row x5o6jpEVKHg

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Purple Lotus

Listed as 38 Spesh – Purple Lotus (A Bullet For Every Heathen) · Watch on YouTube

youtube_video xjY9au1Rz0Y · row xjY9au1Rz0Y

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Intro

Listed as Kool G Rap, 38 Spesh – Intro (Son Of G Rap) · Watch on YouTube

youtube_video ysZVar9gbTo · row ysZVar9gbTo

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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.