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 All For Tha Ca$h, Lights Out (feat. M.O.P.), Family and Loyalty (feat. J. Cole)

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.

All For Tha Ca$h

Listed as Gang Starr – All For Tha Ca$h (Full Clip: A Decade Of Gang Starr) · Watch on YouTube

youtube_video 0rQ7K-ekT_4 · row 0rQ7K-ekT_4

LAION-DISCO-12M

Lights Out (feat. M.O.P.)

Listed as Gang Starr – Lights Out (feat. M.O.P.) (One Of The Best Yet) · Watch on YouTube

youtube_video 2H_BeeQrcO8 · row 2H_BeeQrcO8

LAION-DISCO-12M

Family and Loyalty (feat. J. Cole)

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

youtube_video 7Fkle1aUosY · row 7Fkle1aUosY

LAION-DISCO-12M

Make 'Em Pay (feat. Krumbsnatcha)

Listed as Gang Starr – Make 'Em Pay (feat. Krumbsnatcha) (Moment Of Truth) · Watch on YouTube

youtube_video 7i1qond0wEA · row 7i1qond0wEA

LAION-DISCO-12M

DWYCK (feat. Nice & Smooth)

Listed as Gang Starr – DWYCK (feat. Nice & Smooth) (Hard To Earn) · Watch on YouTube

youtube_video 7rJ2QxE7CJg · row 7rJ2QxE7CJg

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Take It Personal

Listed as Gang Starr – Take It Personal (Daily Operation) · Watch on YouTube

youtube_video 9NCvwjP_pH8 · row 9NCvwjP_pH8

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What I'm Here 4

Listed as Gang Starr – What I'm Here 4 (Moment Of Truth) · Watch on YouTube

youtube_video AnX6s1JiT-I · row AnX6s1JiT-I

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Step In The Arena

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

youtube_video DcOxPVilxrg · row DcOxPVilxrg

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B.Y.S.

Listed as Gang Starr – B.Y.S. (Daily Operation) · Watch on YouTube

youtube_video DoX8MoQhARU · row DoX8MoQhARU

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Lights Out (Instrumental)

Listed as Gang Starr, M.O.P. – Lights Out (Instrumental) (One Of The Best Yet (Instrumental)) · Watch on YouTube

youtube_video JGxag7b7n6I · row JGxag7b7n6I

LAION-DISCO-12M

Robbin Hood Theory

Listed as Gang Starr – Robbin Hood Theory (Moment Of Truth) · Watch on YouTube

youtube_video JavNAHmzw-o · row JavNAHmzw-o

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Ex-Girl To Next Girl

Listed as Gang Starr – Ex-Girl To Next Girl (Daily Operation) · Watch on YouTube

youtube_video LIks57psDqg · row LIks57psDqg

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She Knowz What She Wantz

Listed as Gang Starr – She Knowz What She Wantz (Moment Of Truth) · Watch on YouTube

youtube_video LSGOSOqaRZc · row LSGOSOqaRZc

LAION-DISCO-12M

Skills

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

youtube_video Lgmy9qlZElc · row Lgmy9qlZElc

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The Militia (feat. Big Shug & Freddie Foxxx)

Listed as Gang Starr – The Militia (feat. Big Shug & Freddie Foxxx) (Moment Of Truth) · Watch on YouTube

youtube_video MBkgrkS4tFk · row MBkgrkS4tFk

LAION-DISCO-12M

Put Up Or Shut Up (feat. Krumb Snatcha)

Listed as Gang Starr – Put Up Or Shut Up (feat. Krumb Snatcha) (The Ownerz) · Watch on YouTube

youtube_video MINZe3a9CsU · row MINZe3a9CsU

LAION-DISCO-12M

Who Got Gunz

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

youtube_video MJGUp-i3bZs · row MJGUp-i3bZs

LAION-DISCO-12M

Code Of The Streets

Listed as Gang Starr – Code Of The Streets (Hard To Earn) · Watch on YouTube

youtube_video NC7D_mSeiHE · row NC7D_mSeiHE

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Above The Clouds (feat. Inspectah Deck)

Listed as Gang Starr – Above The Clouds (feat. Inspectah Deck) (Moment Of Truth) · Watch on YouTube

youtube_video NqhNTA2VHqk · row NqhNTA2VHqk

LAION-DISCO-12M

Glowing Mic

Listed as Gang Starr – Glowing Mic (One Of The Best Yet (Instrumental)) · Watch on YouTube

youtube_video RXka3qT5Vgk · row RXka3qT5Vgk

LAION-DISCO-12M

Moment Of Truth

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

youtube_video Rr46FS7tkk4 · row Rr46FS7tkk4

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Check The Technique

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

youtube_video S5WB62v3Tos · row S5WB62v3Tos

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You Know My Steez

Listed as Gang Starr – You Know My Steez (Moment Of Truth) · Watch on YouTube

youtube_video V2LeFM-Z21U · row V2LeFM-Z21U

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Rite Where U Stand (feat. Jadakiss)

Listed as Gang Starr – Rite Where U Stand (feat. Jadakiss) (The Ownerz) · Watch on YouTube

youtube_video XsUN7uQo9U8 · row XsUN7uQo9U8

LAION-DISCO-12M

Who's Gonna Take The Weight?

Listed as Gang Starr – Who's Gonna Take The Weight? (Step In The Arena) · Watch on YouTube

youtube_video XzY4_MJrTKM · row XzY4_MJrTKM

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Next Time

Listed as Gang Starr – Next Time (Moment Of Truth) · Watch on YouTube

youtube_video YDdJmHqfwRs · row YDdJmHqfwRs

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Zonin'

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

youtube_video YPMkQrwc-Xw · row YPMkQrwc-Xw

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Suckas Need Bodyguards

Listed as Gang Starr – Suckas Need Bodyguards (Hard To Earn) · Watch on YouTube

youtube_video Yi2zgz9S3T8 · row Yi2zgz9S3T8

LAION-DISCO-12M

JFK 2 LAX

Listed as Gang Starr – JFK 2 LAX (Moment Of Truth) · Watch on YouTube

youtube_video Z47I4tQtQV4 · row Z47I4tQtQV4

LAION-DISCO-12M

Same Team, No Games (feat. NYG'z & H. Stax)

Listed as Gang Starr – Same Team, No Games (feat. NYG'z & H. Stax) (The Ownerz) · Watch on YouTube

youtube_video ZGhZ0L_x1IU · row ZGhZ0L_x1IU

LAION-DISCO-12M

Capture (Militia Pt. 3)

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

youtube_video ZRe_0YAwnrY · row ZRe_0YAwnrY

LAION-DISCO-12M

Speak Ya Clout (feat. Gang Starr & Jeru The Damaja)

Listed as Gang Starr – Speak Ya Clout (feat. Gang Starr & Jeru The Damaja) (Hard To Earn) · Watch on YouTube

youtube_video _A2hfaiZalU · row _A2hfaiZalU

LAION-DISCO-12M

Work

Listed as Gang Starr – Work (Moment Of Truth) · Watch on YouTube

youtube_video aI3qt7xnB-U · row aI3qt7xnB-U

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Battle

Listed as Gang Starr – Battle (8 Mile (Music From And Inspired By The Motion Picture)) · Watch on YouTube

youtube_video dcp4iB7ePQo · row dcp4iB7ePQo

LAION-DISCO-12M

Just To Get A Rep

Listed as Gang Starr – Just To Get A Rep (Full Clip: A Decade Of Gang Starr) · Watch on YouTube

youtube_video dkm7sPdEcH8 · row dkm7sPdEcH8

LAION-DISCO-12M

Take Flight (Militia, Pt. 4) [Instrumental]

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

youtube_video fiq-r_8tO2E · row fiq-r_8tO2E

LAION-DISCO-12M

Royalty (feat. K-Ci Hailey & Jojo Hailey)

Listed as Gang Starr – Royalty (feat. K-Ci Hailey & Jojo Hailey) (Moment Of Truth) · Watch on YouTube

youtube_video fzrLBihM_Dw · row fzrLBihM_Dw

LAION-DISCO-12M

My Advice 2 You

Listed as Gang Starr – My Advice 2 You (Moment Of Truth) · Watch on YouTube

youtube_video gc5mBU_sfu0 · row gc5mBU_sfu0

LAION-DISCO-12M

Hit Man (Instrumental)

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

youtube_video h7r4iLbCUe0 · row h7r4iLbCUe0

LAION-DISCO-12M

Betrayal (feat. Scarface)

Listed as Gang Starr – Betrayal (feat. Scarface) (Moment Of Truth) · Watch on YouTube

youtube_video jP8QqdUfjgw · row jP8QqdUfjgw

LAION-DISCO-12M

Mass Appeal

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

youtube_video mEgTtsHUnrQ · row mEgTtsHUnrQ

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Now You're Mine

Listed as Gang Starr – Now You're Mine (Hard To Earn) · Watch on YouTube

youtube_video mWdLy9o8btE · row mWdLy9o8btE

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Discipline (feat. Total)

Listed as Gang Starr – Discipline (feat. Total) (Full Clip: A Decade Of Gang Starr) · Watch on YouTube

youtube_video mkIQn25X838 · row mkIQn25X838

LAION-DISCO-12M

Royalty (feat. K-Ci Hailey & Jojo Hailey)

Listed as Gang Starr – Royalty (feat. K-Ci Hailey & Jojo Hailey) (Full Clip: A Decade Of Gang Starr) · Watch on YouTube

youtube_video pivuh-upXvA · row pivuh-upXvA

LAION-DISCO-12M

What's Real (feat. Group Home & Royce Da 5'9")

Listed as Gang Starr – What's Real (feat. Group Home & Royce Da 5'9") (One Of The Best Yet) · Watch on YouTube

youtube_video pkD-z2Kf_ok · row pkD-z2Kf_ok

LAION-DISCO-12M

Tonz 'O' Gunz

Listed as Gang Starr – Tonz 'O' Gunz (Hard To Earn) · Watch on YouTube

youtube_video ppv1DAujL_I · row ppv1DAujL_I

LAION-DISCO-12M

From A Distance (Instrumental)

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

youtube_video wTDTc_2vfbM · row wTDTc_2vfbM

LAION-DISCO-12M

The Militia (Remix) (feat. WC & Rakim)

Listed as Gang Starr – The Militia (Remix) (feat. WC & Rakim) (Belly (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video x-hmPAQeRwQ · row x-hmPAQeRwQ

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Bad Name

Listed as Gang Starr – Bad Name (One Of The Best Yet) · Watch on YouTube

youtube_video xIzzUesyTd4 · row xIzzUesyTd4

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Full Clip

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

youtube_video ySyYlXbOIjI · row ySyYlXbOIjI

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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.