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 Precisely The Right Rhymes, What You Want This Time?, Say Your Prayers

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.

Precisely The Right Rhymes

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

youtube_video 1KBj15nw1kE · row 1KBj15nw1kE

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What You Want This Time?

Listed as Gang Starr – What You Want This Time? (Step In The Arena) · Watch on YouTube

youtube_video 57LIVfOpkZE · row 57LIVfOpkZE

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Say Your Prayers

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

youtube_video 8UeOMyBfGUg · row 8UeOMyBfGUg

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Execution Of A Chump

Listed as Gang Starr – Execution Of A Chump (Step In The Arena) · Watch on YouTube

youtube_video 8d2f20wgI-4 · row 8d2f20wgI-4

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Battle (Instrumental)

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

youtube_video A0z1BuD_zXI · row A0z1BuD_zXI

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As I Read My S-A

Listed as Gang Starr – As I Read My S-A (Step In The Arena) · Watch on YouTube

youtube_video AFTFnmp3yvs · row AFTFnmp3yvs

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(Hiney)

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

youtube_video Aldp5_3CqKE · row Aldp5_3CqKE

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Intro (HG, Goo, Panch)

Listed as Gang Starr – Intro (HG, Goo, Panch) (The Ownerz) · Watch on YouTube

youtube_video DnxWB_9QW-E · row DnxWB_9QW-E

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Get Together (feat. Ne-Yo & Nitty Scott)

Listed as Gang Starr – Get Together (feat. Ne-Yo & Nitty Scott) (One Of The Best Yet) · Watch on YouTube

youtube_video EeNdzGoMYOk · row EeNdzGoMYOk

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Cause and Effect

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

youtube_video Jp9hjHROUG4 · row Jp9hjHROUG4

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Steps Ahead

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

youtube_video KCEfast8zkk · row KCEfast8zkk

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NYGz/GS 183rd (Interlude)

Listed as Gang Starr – NYGz/GS 183rd (Interlude) (One Of The Best Yet) · Watch on YouTube

youtube_video KUtp7CcgaOs · row KUtp7CcgaOs

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The Militia (feat. Freddie Foxxx)

Listed as Gang Starr – The Militia (feat. Freddie Foxxx) (Mass Appeal: The Best Of Gang Starr) · Watch on YouTube

youtube_video L1Wk81mbn4c · row L1Wk81mbn4c

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Name Tag (Premier & The Guru)

Listed as Gang Starr – Name Tag (Premier & The Guru) (Step In The Arena) · Watch on YouTube

youtube_video M9XRtZUuFvI · row M9XRtZUuFvI

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Credit Is Due

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

youtube_video MRdWA6LNZjo · row MRdWA6LNZjo

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Nice Girl, Wrong Place

Listed as Gang Starr – Nice Girl, Wrong Place (The Ownerz) · Watch on YouTube

youtube_video NMmZp0Zx8pw · row NMmZp0Zx8pw

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Eulogy

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

youtube_video NuiZLB-YUfg · row NuiZLB-YUfg

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Stay Tuned

Listed as Gang Starr – Stay Tuned (Daily Operation) · Watch on YouTube

youtube_video QHp3u6ZQRbo · row QHp3u6ZQRbo

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Hardcore Composer

Listed as Gang Starr – Hardcore Composer (Daily Operation) · Watch on YouTube

youtube_video QhejQ8xyBKc · row QhejQ8xyBKc

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Business Or Art (feat. Talib Kweli)

Listed as Gang Starr – Business Or Art (feat. Talib Kweli) (One Of The Best Yet) · Watch on YouTube

youtube_video RS0CY4q9K0M · row RS0CY4q9K0M

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92 Interlude

Listed as Gang Starr – 92 Interlude (Daily Operation) · Watch on YouTube

youtube_video Ramay_ANNtc · row Ramay_ANNtc

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Positivity (Remix)

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

youtube_video RlYvMYr85j0 · row RlYvMYr85j0

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The Meaning Of The Name

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

youtube_video RpVhb56CR5w · row RpVhb56CR5w

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Bad Name (Instrumental)

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

youtube_video TJGhE5XKcR8 · row TJGhE5XKcR8

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Positivity

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

youtube_video UQLgztpUss8 · row UQLgztpUss8

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Jazz Music

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

youtube_video VbWZbwg5E6g · row VbWZbwg5E6g

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Knowledge

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

youtube_video Zk-K7hlWcmk · row Zk-K7hlWcmk

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Sabotage

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

youtube_video ZrhXW1kjT8o · row ZrhXW1kjT8o

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Above The Clouds

Listed as Inspectah Deck, Gang Starr – Above The Clouds (Wu-Chronicles: Chapter 2) · Watch on YouTube

youtube_video _DLe383fIuM · row _DLe383fIuM

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Peace Of Mine (Edited)

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

youtube_video _IrIIK9baUg · row _IrIIK9baUg

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Gotch U

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

youtube_video _Y9QSfm-V1o · row _Y9QSfm-V1o

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Street Ministry

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

youtube_video bGyy3PtqEBY · row bGyy3PtqEBY

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Bless The Mic

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

youtube_video bNENsmdBmfE · row bNENsmdBmfE

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So Wassup?!

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

youtube_video dW8_x7p3ZlQ · row dW8_x7p3ZlQ

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Conscience Be Free

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

youtube_video gH_ceyS6jbY · row gH_ceyS6jbY

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Bring It Back Here

Listed as Gang Starr – Bring It Back Here (One Of The Best Yet) · Watch on YouTube

youtube_video j7OlXVYxS7c · row j7OlXVYxS7c

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Premier & The Guru

Listed as Gang Starr – Premier & The Guru (No More Mr. Nice Guy) · Watch on YouTube

youtube_video k9VaMNqPeyg · row k9VaMNqPeyg

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Get Together (Instrumental)

Listed as Gang Starr, Ne-Yo, Nitty Scott – Get Together (Instrumental) (One Of The Best Yet (Instrumental)) · Watch on YouTube

youtube_video kqgdbpvsmjE · row kqgdbpvsmjE

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Werdz From The Ghetto Child

Listed as Gang Starr – Werdz From The Ghetto Child (The Ownerz) · Watch on YouTube

youtube_video oT6GbzXTC_o · row oT6GbzXTC_o

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Intro

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

youtube_video ovNvcfPbt48 · row ovNvcfPbt48

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Much Too Much

Listed as Gang Starr – Much Too Much (Daily Operation) · Watch on YouTube

youtube_video q_Iq_K9EQYw · row q_Iq_K9EQYw

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Game Plan

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

youtube_video qd3QGlTbfHA · row qd3QGlTbfHA

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Natural

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

youtube_video rKP1zCZQMK0 · row rKP1zCZQMK0

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No More Mr. Nice Guy

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

youtube_video rS89lHWAHNM · row rS89lHWAHNM

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So Many Rappers

Listed as Gang Starr – So Many Rappers (One Of The Best Yet) · Watch on YouTube

youtube_video sLp4UoTVEJ4 · row sLp4UoTVEJ4

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Here Today, Gone Tomorrow

Listed as Gang Starr – Here Today, Gone Tomorrow (Step In The Arena) · Watch on YouTube

youtube_video tS_GeI_WbRE · row tS_GeI_WbRE

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Gusto

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

youtube_video ugIiUUqaAZQ · row ugIiUUqaAZQ

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Conspiracy

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

youtube_video urpqxl2HfLg · row urpqxl2HfLg

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Jazz Thing

Listed as Gang Starr – Jazz Thing (MUSIC FROM MO' BETTER BLUES) · Watch on YouTube

youtube_video xi1iJlmyz1s · row xi1iJlmyz1s

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Aiiight Chill

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

youtube_video yY4N9dIQno8 · row yY4N9dIQno8

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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.