Yes. Stu Bangas has 166 songs listed in a dataset used to train AI music models.

Used for training 166

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 Bushmaster (Remix) (feat. Roc Marciano, Vinnie Paz, Blaq Poet & Wais P), Guerilla Warfare, Basquiat

Listed under the artist name 166 songs in LAION-DISCO-12M

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

Bushmaster (Remix) (feat. Roc Marciano, Vinnie Paz, Blaq Poet & Wais P)

Listed as Stu Bangas – Bushmaster (Remix) (feat. Roc Marciano, Vinnie Paz, Blaq Poet & Wais P) (Blaq Poet Society) · Watch on YouTube

youtube_video -pO3w7YmV90 · row -pO3w7YmV90

LAION-DISCO-12M

Guerilla Warfare

Listed as Recognize Ali, Stu Bangas – Guerilla Warfare (Guerilla Dynasty 2) · Watch on YouTube

youtube_video -ty99o5_UbA · row -ty99o5_UbA

LAION-DISCO-12M

Basquiat

Listed as Vangarde, Mr. Lif, Stu Bangas – Basquiat (Basquiat) · Watch on YouTube

youtube_video 1l9XxOKDqSQ · row 1l9XxOKDqSQ

LAION-DISCO-12M

Levitate (feat. Apathy)

Listed as Stu Bangas – Levitate (feat. Apathy) (Levitate) · Watch on YouTube

youtube_video 2nuMOKEnVNY · row 2nuMOKEnVNY

LAION-DISCO-12M

Circle of Goats (feat. Lord Goat & Recognize Ali)

Listed as Novatore, A.M. Early Morning, Stu Bangas – Circle of Goats (feat. Lord Goat & Recognize Ali) (Circle of Goats) · Watch on YouTube

youtube_video 4CAhQE_WLeQ · row 4CAhQE_WLeQ

LAION-DISCO-12M

No Hitter

Listed as Mr. Lif, Stu Bangas – No Hitter (Vangarde) · Watch on YouTube

youtube_video 7DujNFH_Xt8 · row 7DujNFH_Xt8

LAION-DISCO-12M

Inhumans (feat. Apathy)

Listed as Stu Bangas – Inhumans (feat. Apathy) (Death Wish (Part II)) · Watch on YouTube

youtube_video 7F3InhM7lfE · row 7F3InhM7lfE

LAION-DISCO-12M

Change

Listed as Blacastan, Stu Bangas – Change (Watson & Holmes) · Watch on YouTube

youtube_video 8JMLbWA7QOo · row 8JMLbWA7QOo

LAION-DISCO-12M

Bulls Eye

Listed as Stu Bangas, Blacastan – Bulls Eye (Watson and Holmes 3: The Case of the BPM Killer) · Watch on YouTube

youtube_video 8taZ_cBDxCQ · row 8taZ_cBDxCQ

LAION-DISCO-12M

Walk About It (feat. AG of DITC)

Listed as Stu Bangas, Black Sheep Dres – Walk About It (feat. AG of DITC) (Walk About It) · Watch on YouTube

youtube_video AXytZCMNX8s · row AXytZCMNX8s

LAION-DISCO-12M

Gideon (feat. Recognize Ali & Blacastan)

Listed as Stu Bangas – Gideon (feat. Recognize Ali & Blacastan) (Beats and Blood) · Watch on YouTube

youtube_video BtrO7vIgwew · row BtrO7vIgwew

LAION-DISCO-12M

Sheep Stu

Listed as Stu Bangas, Black Sheep Dres – Sheep Stu (Sheep Stu) · Watch on YouTube

youtube_video BxX0cBo_lfA · row BxX0cBo_lfA

LAION-DISCO-12M

The Reset (feat. Sick Jacken, Huero Diablo & Mercy Collazo)

Listed as Eric Bobo, Stu Bangas – The Reset (feat. Sick Jacken, Huero Diablo & Mercy Collazo) (Empires) · Watch on YouTube

youtube_video CydMhbRu3_I · row CydMhbRu3_I

LAION-DISCO-12M

Monopoly

Listed as Blacastan, Stu Bangas – Monopoly (Watson & Holmes) · Watch on YouTube

youtube_video DTJFwY2eQR4 · row DTJFwY2eQR4

LAION-DISCO-12M

Big

Listed as Tek, Stu Bangas – Big (MVP: MotiVational Purposes) · Watch on YouTube

youtube_video E1SVmpn4Wh8 · row E1SVmpn4Wh8

LAION-DISCO-12M

Sheep's Clothing (feat. Eff Yoo & Spit Gemz)

Listed as Recognize Ali, Stu Bangas – Sheep's Clothing (feat. Eff Yoo & Spit Gemz) (Guerilla Dynasty 2) · Watch on YouTube

youtube_video FACJcu7eFaI · row FACJcu7eFaI

LAION-DISCO-12M

Sonar (feat. Akrobatik)

Listed as Mr. Lif, Stu Bangas – Sonar (feat. Akrobatik) (Vangarde) · Watch on YouTube

youtube_video ForZl0eaBIQ · row ForZl0eaBIQ

LAION-DISCO-12M

Mashin' (feat. Snoop Dogg)

Listed as Brownlucci, Stu Bangas – Mashin' (feat. Snoop Dogg) (Bang, You're Dead!) · Watch on YouTube

youtube_video GZ65hLbLuss · row GZ65hLbLuss

LAION-DISCO-12M

8 Minutes 46 Seconds (feat. Puma Ptah, Reef The Lost Cauze, Bluprint & Murs)

Listed as Vangarde, Mr. Lif, Stu Bangas – 8 Minutes 46 Seconds (feat. Puma Ptah, Reef The Lost Cauze, Bluprint & Murs) (8 Minutes 46 Seconds) · Watch on YouTube

youtube_video I6Ipnc0cV9k · row I6Ipnc0cV9k

LAION-DISCO-12M

Throat Chop

Listed as Blacastan, Stu Bangas – Throat Chop (Watson & Holmes) · Watch on YouTube

youtube_video JbuR8LX4P0Q · row JbuR8LX4P0Q

LAION-DISCO-12M

Pi

Listed as Blacastan, Stu Bangas – Pi (Watson & Holmes) · Watch on YouTube

youtube_video JonvLl2aOZc · row JonvLl2aOZc

LAION-DISCO-12M

Hood Talk (feat. Blaq Poet)

Listed as Stu Bangas – Hood Talk (feat. Blaq Poet) (Blaq Poet Society) · Watch on YouTube

youtube_video JxT_g49MmSU · row JxT_g49MmSU

LAION-DISCO-12M

Dark Mind (feat. Lord Goat & Krazy Race)

Listed as Eric Bobo, Stu Bangas – Dark Mind (feat. Lord Goat & Krazy Race) (Empires) · Watch on YouTube

youtube_video Nv-e_0ADAWo · row Nv-e_0ADAWo

LAION-DISCO-12M

In A Rebel's Mind

Listed as Recognize Ali, Stu Bangas – In A Rebel's Mind (Guerilla Dynasty 2) · Watch on YouTube

youtube_video ORDnIngtwMg · row ORDnIngtwMg

LAION-DISCO-12M

The Recipe

Listed as Stu Bangas – The Recipe (Straight Death) · Watch on YouTube

youtube_video PARM9dkkA5E · row PARM9dkkA5E

LAION-DISCO-12M

Make Weight (feat. Khujo Goodie, Lonnie Lyle & the_wordsmith)

Listed as Eric Bobo, Stu Bangas – Make Weight (feat. Khujo Goodie, Lonnie Lyle & the_wordsmith) (Empires) · Watch on YouTube

youtube_video PIgQhVRFHnA · row PIgQhVRFHnA

LAION-DISCO-12M

Come Correct (feat. Hus Kingpin & Smoovth, Hus Kingpin & Smoovth)

Listed as Stu Bangas – Come Correct (feat. Hus Kingpin & Smoovth, Hus Kingpin & Smoovth) (Death Wish) · Watch on YouTube

youtube_video QW8r5kuilBI · row QW8r5kuilBI

LAION-DISCO-12M

Shelter In Place (feat. Blacastan)

Listed as Mr. Lif, Stu Bangas, Vangarde – Shelter In Place (feat. Blacastan) (Shelter In Place) · Watch on YouTube

youtube_video UR6LZ1DuQAs · row UR6LZ1DuQAs

LAION-DISCO-12M

Disguise

Listed as Blacastan, Stu Bangas – Disguise (Watson & Holmes) · Watch on YouTube

youtube_video V2wtzl32Cws · row V2wtzl32Cws

LAION-DISCO-12M

Authentic

Listed as Blacastan, Stu Bangas – Authentic (Watson & Holmes) · Watch on YouTube

youtube_video VeYBVYo3nv4 · row VeYBVYo3nv4

LAION-DISCO-12M

Agave

Listed as Tek, Stu Bangas – Agave (MVP: MotiVational Purposes) · Watch on YouTube

youtube_video ZZLvK1ijPYs · row ZZLvK1ijPYs

LAION-DISCO-12M

Marvin Hagler

Listed as Stu Bangas – Marvin Hagler (War Journal) · Watch on YouTube

youtube_video aiQ1FOQIrCU · row aiQ1FOQIrCU

LAION-DISCO-12M

Back Grimy

Listed as OutcastGawd Lord EL, Stu Bangas – Back Grimy (Back Grimy) · Watch on YouTube

youtube_video b5CxnjVPwIU · row b5CxnjVPwIU

LAION-DISCO-12M

Rifle Expert

Listed as Stu Bangas – Rifle Expert (The Beat Punisher, Vol. 1) · Watch on YouTube

youtube_video d9TGvYP4cQo · row d9TGvYP4cQo

LAION-DISCO-12M

Nod

Listed as Blacastan, Stu Bangas – Nod (Watson & Holmes) · Watch on YouTube

youtube_video dzcy_sGC8aw · row dzcy_sGC8aw

LAION-DISCO-12M

Power Music (feat. Blaq Poet)

Listed as Stu Bangas – Power Music (feat. Blaq Poet) (Blaq Poet Society) · Watch on YouTube

youtube_video eXLt-k5lG74 · row eXLt-k5lG74

LAION-DISCO-12M

Now Is Only Now

Listed as Mr. Lif, Stu Bangas – Now Is Only Now (Vangarde) · Watch on YouTube

youtube_video g0qFmuO6E6E · row g0qFmuO6E6E

LAION-DISCO-12M

Full Clip

Listed as Recognize Ali, Stu Bangas – Full Clip (Guerilla Dynasty 2) · Watch on YouTube

youtube_video h9ATCPty5iQ · row h9ATCPty5iQ

LAION-DISCO-12M

Glass Onion (feat. Recognize Ali)

Listed as Lord Goat, Stu Bangas – Glass Onion (feat. Recognize Ali) (Final Expenses) · Watch on YouTube

youtube_video iMKXfN29vn0 · row iMKXfN29vn0

LAION-DISCO-12M

Old World Brokenness

Listed as Mr. Lif, Stu Bangas – Old World Brokenness (Vangarde) · Watch on YouTube

youtube_video jsVEgyIREHc · row jsVEgyIREHc

LAION-DISCO-12M

Giver of Pain

Listed as Recognize Ali, Stu Bangas – Giver of Pain (Guerilla Dynasty) · Watch on YouTube

youtube_video l9bpjVly9Tc · row l9bpjVly9Tc

LAION-DISCO-12M

BRUTAL GOSPEL

Listed as Stu Bangas – BRUTAL GOSPEL (Beat Punisher 2) · Watch on YouTube

youtube_video lj0H31HH2bw · row lj0H31HH2bw

LAION-DISCO-12M

Bullet Train (feat. Ill Bill & Lordgoat)

Listed as Recognize Ali, Stu Bangas – Bullet Train (feat. Ill Bill & Lordgoat) (Guerilla Dynasty) · Watch on YouTube

youtube_video rhCRZw4MDmo · row rhCRZw4MDmo

LAION-DISCO-12M

Global Shift (feat. Insight)

Listed as Mr. Lif, Stu Bangas – Global Shift (feat. Insight) (Vangarde) · Watch on YouTube

youtube_video sI6PJS13puk · row sI6PJS13puk

LAION-DISCO-12M

Brotherhood (feat. Blacastan)

Listed as Stu Bangas – Brotherhood (feat. Blacastan) (Death Wish) · Watch on YouTube

youtube_video swEShAf7ckc · row swEShAf7ckc

LAION-DISCO-12M

Suckafree

Listed as Nowaah the Flood, Stu Bangas – Suckafree (Respectfully) · Watch on YouTube

youtube_video uWWRhL7rZmw · row uWWRhL7rZmw

LAION-DISCO-12M

The Gig Is Up (feat. LMNO)

Listed as Stu Bangas – The Gig Is Up (feat. LMNO) (Discernment) · Watch on YouTube

youtube_video wD13ysZxztU · row wD13ysZxztU

LAION-DISCO-12M

B.O.C. Ballin Outta Control

Listed as Tek, Stu Bangas – B.O.C. Ballin Outta Control (MVP: MotiVational Purposes) · Watch on YouTube

youtube_video x_fJQCNTxmM · row x_fJQCNTxmM

LAION-DISCO-12M

Life of A Hustler (feat. Capone)

Listed as Stu Bangas – Life of A Hustler (feat. Capone) (Blaq Poet Society) · Watch on YouTube

youtube_video ynB4HRiGX1c · row ynB4HRiGX1c

LAION-DISCO-12M

New World Adjustments

Listed as Mr. Lif, Stu Bangas – New World Adjustments (Vangarde) · Watch on YouTube

youtube_video z-CJwIwk1hA · row z-CJwIwk1hA

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.