Yes. Gang Starr has 151 songs listed in a dataset used to train AI music models.

Used for training 151

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 B.I. Vs. Friendship (feat. M.O.P.), Riot Akt, 2 Deep

Listed under the artist name 151 songs in LAION-DISCO-12M

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

B.I. Vs. Friendship (feat. M.O.P.)

Listed as Gang Starr – B.I. Vs. Friendship (feat. M.O.P.) (Moment Of Truth) · Watch on YouTube

youtube_video 06ouI4d_89A · row 06ouI4d_89A

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Riot Akt

Listed as Gang Starr – Riot Akt (The Ownerz) · Watch on YouTube

youtube_video 0BIhVghsJaU · row 0BIhVghsJaU

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2 Deep

Listed as Gang Starr – 2 Deep (Daily Operation) · Watch on YouTube

youtube_video 17h8H2KYxrI · row 17h8H2KYxrI

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Flip The Script

Listed as Gang Starr – Flip The Script (Daily Operation) · Watch on YouTube

youtube_video 1Y6qwoJGGjs · row 1Y6qwoJGGjs

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The Illest Brother

Listed as Gang Starr – The Illest Brother (Daily Operation) · Watch on YouTube

youtube_video 4Z839qCwxY8 · row 4Z839qCwxY8

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Brainstorm

Listed as Gang Starr – Brainstorm (Hard To Earn) · Watch on YouTube

youtube_video 5H-8xnQGpCI · row 5H-8xnQGpCI

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Family and Loyalty (Instrumental)

Listed as Gang Starr, J. Cole – Family and Loyalty (Instrumental) (One Of The Best Yet (Instrumental)) · Watch on YouTube

youtube_video 5jWbqWwJICo · row 5jWbqWwJICo

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In Memory Of...

Listed as Gang Starr – In Memory Of... (Moment Of Truth) · Watch on YouTube

youtube_video 9F9_GwxUlQg · row 9F9_GwxUlQg

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From A Distance (feat. Jeru The Damaja)

Listed as Gang Starr – From A Distance (feat. Jeru The Damaja) (One Of The Best Yet) · Watch on YouTube

youtube_video AQNOk1gFEzk · row AQNOk1gFEzk

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Soliloquy Of Chaos

Listed as Gang Starr – Soliloquy Of Chaos (Daily Operation) · Watch on YouTube

youtube_video BcepdX_dqps · row BcepdX_dqps

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Manifest (Remix)

Listed as Gang Starr – Manifest (Remix) (No More Mr. Nice Guy) · Watch on YouTube

youtube_video CYVZ0zeMRPQ · row CYVZ0zeMRPQ

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Lovesick

Listed as Gang Starr – Lovesick (Step In The Arena) · Watch on YouTube

youtube_video CeqgYSkQoA4 · row CeqgYSkQoA4

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The Sure Shot (Intro)

Listed as Gang Starr – The Sure Shot (Intro) (One Of The Best Yet) · Watch on YouTube

youtube_video FhLwxgtO9lw · row FhLwxgtO9lw

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F.A.L.A.

Listed as Gang Starr – F.A.L.A. (Hard To Earn) · Watch on YouTube

youtube_video HHbUmTiHLEQ · row HHbUmTiHLEQ

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The Planet

Listed as Gang Starr – The Planet (Hard To Earn) · Watch on YouTube

youtube_video IG8lgF_bruw · row IG8lgF_bruw

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Dj Premier in Deep Concentration

Listed as Gang Starr – Dj Premier in Deep Concentration (No More Mr. Nice Guy) · Watch on YouTube

youtube_video Jm0828I0GSc · row Jm0828I0GSc

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Form Of Intellect

Listed as Gang Starr – Form Of Intellect (Step In The Arena) · Watch on YouTube

youtube_video LuupW4tY25E · row LuupW4tY25E

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Intro (The First Step)

Listed as Gang Starr – Intro (The First Step) (Hard To Earn) · Watch on YouTube

youtube_video NRAJk7HaVqY · row NRAJk7HaVqY

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The ? Remainz

Listed as Gang Starr – The ? Remainz (Full Clip: A Decade Of Gang Starr) · Watch on YouTube

youtube_video NiyhQ-A7Ygw · row NiyhQ-A7Ygw

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In This Life... (feat. Uncle Reo & Snoop Dogg)

Listed as Gang Starr – In This Life... (feat. Uncle Reo & Snoop Dogg) (The Ownerz) · Watch on YouTube

youtube_video R6OHD_RBrrA · row R6OHD_RBrrA

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Jazz Thing (Video Mix)

Listed as Gang Starr – Jazz Thing (Video Mix) (Full Clip: A Decade Of Gang Starr) · Watch on YouTube

youtube_video RSwcWQpb2zE · row RSwcWQpb2zE

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No Shame In My Game

Listed as Gang Starr – No Shame In My Game (Daily Operation) · Watch on YouTube

youtube_video RzuD6pM8P7o · row RzuD6pM8P7o

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Capture (Militia Pt. 3) (feat. Big Shug & Freddie Foxxx)

Listed as Gang Starr – Capture (Militia Pt. 3) (feat. Big Shug & Freddie Foxxx) (The Ownerz) · Watch on YouTube

youtube_video S_3llxX0-O8 · row S_3llxX0-O8

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Playtawin

Listed as Gang Starr – Playtawin (The Ownerz) · Watch on YouTube

youtube_video TFDSe-s_J7o · row TFDSe-s_J7o

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Comin' For The Datazz

Listed as Gang Starr – Comin' For The Datazz (Hard To Earn) · Watch on YouTube

youtube_video TwPpjM0FnUc · row TwPpjM0FnUc

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Words From The Nutcracker

Listed as Gang Starr – Words From The Nutcracker (Hard To Earn) · Watch on YouTube

youtube_video UY5DRgKxCPo · row UY5DRgKxCPo

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New York Strait Talk

Listed as Gang Starr – New York Strait Talk (Moment Of Truth) · Watch on YouTube

youtube_video UZpxU6b6q7Y · row UZpxU6b6q7Y

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Take A Rest

Listed as Gang Starr – Take A Rest (Step In The Arena) · Watch on YouTube

youtube_video WFsF-rl8L6o · row WFsF-rl8L6o

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Manifest

Listed as Gang Starr – Manifest (No More Mr. Nice Guy) · Watch on YouTube

youtube_video WTfoGOffifw · row WTfoGOffifw

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Words I Manifest

Listed as Gang Starr – Words I Manifest (WIld Pitch Classics) · Watch on YouTube

youtube_video XQWpTGCUkGo · row XQWpTGCUkGo

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Tha Squeeze

Listed as Gang Starr – Tha Squeeze (Mass Appeal: The Best Of Gang Starr) · Watch on YouTube

youtube_video XhCSPhnDVx4 · row XhCSPhnDVx4

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Blowin' Up The Spot

Listed as Gang Starr – Blowin' Up The Spot (Hard To Earn) · Watch on YouTube

youtube_video YfMB60rKhIg · row YfMB60rKhIg

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Deadly Habitz

Listed as Gang Starr – Deadly Habitz (The Ownerz) · Watch on YouTube

youtube_video ZAtVs_PmFPg · row ZAtVs_PmFPg

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Mostly Tha Voice

Listed as Gang Starr – Mostly Tha Voice (Hard To Earn) · Watch on YouTube

youtube_video b-WF0Vr2A5U · row b-WF0Vr2A5U

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Peace Of Mine

Listed as Gang Starr – Peace Of Mine (The Ownerz) · Watch on YouTube

youtube_video c-QUqr9Q61Q · row c-QUqr9Q61Q

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You Know My Steez (Three Men And A Lady Remix) (feat. Lady Of Rage & Kurupt)

Listed as Gang Starr – You Know My Steez (Three Men And A Lady Remix) (feat. Lady Of Rage & Kurupt) (Full Clip: A Decade Of Gang Starr) · Watch on YouTube

youtube_video dT_q4Y8N6ug · row dT_q4Y8N6ug

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The Mall (feat. G-Dep & Shiggy Sha)

Listed as Gang Starr – The Mall (feat. G-Dep & Shiggy Sha) (Moment Of Truth) · Watch on YouTube

youtube_video gc9O_Iv-W6g · row gc9O_Iv-W6g

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The Place We Dwell

Listed as Gang Starr – The Place We Dwell (Daily Operation) · Watch on YouTube

youtube_video kFCcDBG338s · row kFCcDBG338s

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Beyond Comprehension

Listed as Gang Starr – Beyond Comprehension (Step In The Arena) · Watch on YouTube

youtube_video p4pvJ6nFqKs · row p4pvJ6nFqKs

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The Ownerz

Listed as Gang Starr – The Ownerz (The Ownerz) · Watch on YouTube

youtube_video rIVbljwYVy0 · row rIVbljwYVy0

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ALONGWAYTOGO

Listed as Gang Starr – ALONGWAYTOGO (Hard To Earn) · Watch on YouTube

youtube_video rLKmXovPVP8 · row rLKmXovPVP8

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Take Two And Pass

Listed as Gang Starr – Take Two And Pass (Daily Operation) · Watch on YouTube

youtube_video rQ2s41j5Jco · row rQ2s41j5Jco

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The Rep Growz Bigga

Listed as Gang Starr – The Rep Growz Bigga (Moment Of Truth) · Watch on YouTube

youtube_video ruIrd1ZOWBA · row ruIrd1ZOWBA

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Take Flight (Militia, Pt. 4) (feat. Big Shug & Freddie Foxxx)

Listed as Gang Starr – Take Flight (Militia, Pt. 4) (feat. Big Shug & Freddie Foxxx) (One Of The Best Yet) · Watch on YouTube

youtube_video tVMbd9jIyeQ · row tVMbd9jIyeQ

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Just To Get A Rep

Listed as Gang Starr – Just To Get A Rep (Step In The Arena) · Watch on YouTube

youtube_video vlhx1dDKU1E · row vlhx1dDKU1E

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Bad Name (Remix) (feat. Redman & Method Man)

Listed as Gang Starr – Bad Name (Remix) (feat. Redman & Method Man) (Bad Name (Remix)) · Watch on YouTube

youtube_video wCCGrwnrckY · row wCCGrwnrckY

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Itz A Set Up (feat. Hannibal)

Listed as Gang Starr – Itz A Set Up (feat. Hannibal) (Moment Of Truth) · Watch on YouTube

youtube_video wcAJA_COTjg · row wcAJA_COTjg

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Gotta Get Over (Taking Loot)

Listed as Gang Starr – Gotta Get Over (Taking Loot) (Full Clip: A Decade Of Gang Starr) · Watch on YouTube

youtube_video wnVHC2xMghE · row wnVHC2xMghE

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I'm The Man (feat. Gang Starr & Jeru The Damaja)

Listed as Gang Starr – I'm The Man (feat. Gang Starr & Jeru The Damaja) (Daily Operation) · Watch on YouTube

youtube_video xJbD1y3VDRI · row xJbD1y3VDRI

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Hit Man (feat. Q-Tip)

Listed as Gang Starr – Hit Man (feat. Q-Tip) (One Of The Best Yet) · Watch on YouTube

youtube_video zXoX9-4icdo · row zXoX9-4icdo

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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.