Yes. Grand Puba has 82 songs listed in a dataset used to train AI music models.

Used for training 82

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 Hunny, The More Things Change (feat. Isis Aja), Issues

Listed under the artist name 82 songs in LAION-DISCO-12M

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

Hunny

Listed as Grand Puba – Hunny (RetroActive) · Watch on YouTube

youtube_video -3wg03wPl4A · row -3wg03wPl4A

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The More Things Change (feat. Isis Aja)

Listed as Grand Puba – The More Things Change (feat. Isis Aja) (Black from the Future) · Watch on YouTube

youtube_video 2p6EFBC25Dc · row 2p6EFBC25Dc

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Issues

Listed as Grand Puba – Issues (Understand This) · Watch on YouTube

youtube_video 3OZcpqGH1Ok · row 3OZcpqGH1Ok

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This Joint Right Here

Listed as Grand Puba, Kid Capri – This Joint Right Here (RetroActive) · Watch on YouTube

youtube_video 47Uf0EZqf9Q · row 47Uf0EZqf9Q

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Very Special

Listed as Grand Puba – Very Special (2000) · Watch on YouTube

youtube_video 4_cZ_EmSk6Y · row 4_cZ_EmSk6Y

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360° (What Goes Around) (SD50 Remix)

Listed as Grand Puba – 360° (What Goes Around) (SD50 Remix) (Reel to Reel (2020 Remaster)) · Watch on YouTube

youtube_video 5tQQKZflQnw · row 5tQQKZflQnw

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Go Hard

Listed as Grand Puba, Talee – Go Hard (RetroActive) · Watch on YouTube

youtube_video 6r1GGnU-NJo · row 6r1GGnU-NJo

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Change Gonna Come

Listed as Grand Puba – Change Gonna Come (2000) · Watch on YouTube

youtube_video 7C36Wzn1VwA · row 7C36Wzn1VwA

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Check It Out (feat. Mary J. Blige)

Listed as Grand Puba – Check It Out (feat. Mary J. Blige) (Reel to Reel) · Watch on YouTube

youtube_video 93rc03L-7_g · row 93rc03L-7_g

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The Next Spot

Listed as Sadat X, Grand Puba – The Next Spot (High School High - The Soundtrack) · Watch on YouTube

youtube_video 94MxAVasLbg · row 94MxAVasLbg

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Original

Listed as Grand Puba – Original (Black from the Future) · Watch on YouTube

youtube_video B-lyqf8eNOw · row B-lyqf8eNOw

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Think Twice

Listed as Saigon, Fredro, Grand Puba – Think Twice (Think Twice) · Watch on YouTube

youtube_video CvqKB_IslbQ · row CvqKB_IslbQ

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I Flip Styles (feat. Sadat X & & Grand Puba)

Listed as Diamond D, Sadat X, Grand Puba – I Flip Styles (feat. Sadat X & & Grand Puba) (Rare & Unreleased) · Watch on YouTube

youtube_video DTPCEpVpe3U · row DTPCEpVpe3U

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Soul Controller

Listed as Grand Puba – Soul Controller (Reel to Reel) · Watch on YouTube

youtube_video DTYeEviPt5Y · row DTYeEviPt5Y

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Up & Down

Listed as Grand Puba – Up & Down (Understand This) · Watch on YouTube

youtube_video FUtmJgolZ7k · row FUtmJgolZ7k

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Back Stabbers

Listed as Grand Puba – Back Stabbers (2000) · Watch on YouTube

youtube_video Fb4yjbcJpDY · row Fb4yjbcJpDY

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2000

Listed as Grand Puba – 2000 (2000) · Watch on YouTube

youtube_video GaFNmMq9h6k · row GaFNmMq9h6k

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Playin The Game

Listed as Grand Puba – Playin The Game (2000) · Watch on YouTube

youtube_video K6jg_ZuUV8o · row K6jg_ZuUV8o

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Reel to Reel

Listed as Grand Puba – Reel to Reel (Reel to Reel) · Watch on YouTube

youtube_video NG5D68_L5RQ · row NG5D68_L5RQ

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Honey Don't Front

Listed as Grand Puba – Honey Don't Front (Reel to Reel) · Watch on YouTube

youtube_video NRv7SpV7ADY · row NRv7SpV7ADY

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How Long?

Listed as Grand Puba – How Long? (RetroActive) · Watch on YouTube

youtube_video OiBn-dCNtBc · row OiBn-dCNtBc

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Keep It Movin'

Listed as Grand Puba – Keep It Movin' (Understand This) · Watch on YouTube

youtube_video R4eKJdw3wW4 · row R4eKJdw3wW4

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Same Old Drama

Listed as Grand Puba, Large Professor – Same Old Drama (RetroActive) · Watch on YouTube

youtube_video R7pJ41ZmkmM · row R7pJ41ZmkmM

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A Little Of This

Listed as Grand Puba – A Little Of This (2000) · Watch on YouTube

youtube_video RaN8puMW8K0 · row RaN8puMW8K0

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Lickshot

Listed as Grand Puba – Lickshot (Reel to Reel) · Watch on YouTube

youtube_video WXJYdEXu1ho · row WXJYdEXu1ho

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Play It Cool

Listed as Grand Puba – Play It Cool (2000) · Watch on YouTube

youtube_video YfcNV941hw8 · row YfcNV941hw8

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Don't Waste My Time

Listed as Grand Puba – Don't Waste My Time (2000) · Watch on YouTube

youtube_video ZIyzCH_PUkc · row ZIyzCH_PUkc

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360 (What Goes Around)

Listed as Grand Puba – 360 (What Goes Around) (Reel to Reel) · Watch on YouTube

youtube_video ZOrKe7lQ50E · row ZOrKe7lQ50E

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UDK

Listed as Grand Puba – UDK (Black from the Future) · Watch on YouTube

youtube_video ZYILqmyaAsQ · row ZYILqmyaAsQ

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Who Makes the Loot? (feat. The Brand New Heavies)

Listed as Grand Puba – Who Makes the Loot? (feat. The Brand New Heavies) (Reel to Reel) · Watch on YouTube

youtube_video _KYgVH1K3K4 · row _KYgVH1K3K4

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I Like It (Remix)

Listed as Grand Puba, Sadat X – I Like It (Remix) (Buckwild Presents: Diggin' in the Crates - Rare Studio Masters) · Watch on YouTube

youtube_video _WAC3pzLaxk · row _WAC3pzLaxk

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All Day

Listed as Grand Puba – All Day (Understand This) · Watch on YouTube

youtube_video bbFJ7gdyfxE · row bbFJ7gdyfxE

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Good To Go

Listed as Grand Puba, Q-Tip – Good To Go (RetroActive) · Watch on YouTube

youtube_video d4--LhIkfHo · row d4--LhIkfHo

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The Corner, The Streets

Listed as Lord Jamar, Grand Puba – The Corner, The Streets (The 5% Album) · Watch on YouTube

youtube_video eUgR4D370aY · row eUgR4D370aY

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That's How We Move It

Listed as Grand Puba – That's How We Move It (Reel to Reel) · Watch on YouTube

youtube_video h_W6xbFQIvQ · row h_W6xbFQIvQ

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Back It Up

Listed as Grand Puba – Back It Up (Reel to Reel) · Watch on YouTube

youtube_video ijvumYM0hUM · row ijvumYM0hUM

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Mind Your Business

Listed as Grand Puba – Mind Your Business (The Now Rule Files) · Watch on YouTube

youtube_video ivFFOZIYehk · row ivFFOZIYehk

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I Like It (Remix)

Listed as Grand Puba, Sadat X – I Like It (Remix) (Buckwild Presents: Diggin' in the Crates - Rare Studio Masters (1993-1997)) · Watch on YouTube

youtube_video jrcMcO42Fcg · row jrcMcO42Fcg

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Big Kids Don't Play

Listed as Grand Puba – Big Kids Don't Play (Reel to Reel) · Watch on YouTube

youtube_video mDwvDD_MnHU · row mDwvDD_MnHU

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Keep On

Listed as Grand Puba – Keep On (2000) · Watch on YouTube

youtube_video mGEVMMwSM74 · row mGEVMMwSM74

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Amazing

Listed as Grand Puba – Amazing (2000) · Watch on YouTube

youtube_video n3i224h5rpI · row n3i224h5rpI

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I Like It (I Wanna Be Where You Are)

Listed as Grand Puba – I Like It (I Wanna Be Where You Are) (2000) · Watch on YouTube

youtube_video o1Z9BZbaiTY · row o1Z9BZbaiTY

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Wait A Minute

Listed as Un Kasa, Grand Puba – Wait A Minute (Hell Rell Hosts… Straight Outta Harlem) · Watch on YouTube

youtube_video pG6zpM5b9e4 · row pG6zpM5b9e4

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Still Livin' In The Ghetto

Listed as Grand Puba, Lord Jamar, Sadat X, Starr – Still Livin' In The Ghetto (The Contemporary Classics) · Watch on YouTube

youtube_video pVouzH9TCxo · row pVouzH9TCxo

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Think of U (feat. Isis Aja)

Listed as Grand Puba – Think of U (feat. Isis Aja) (Black from the Future) · Watch on YouTube

youtube_video sdoyN7XPqOo · row sdoyN7XPqOo

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Proper Education

Listed as Grand Puba – Proper Education (Reel to Reel) · Watch on YouTube

youtube_video v3e2Bj_0zTI · row v3e2Bj_0zTI

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Baby, What's Your Name ?

Listed as Grand Puba – Baby, What's Your Name ? (Reel to Reel) · Watch on YouTube

youtube_video vmgbGR9BklI · row vmgbGR9BklI

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Check Tha Resume

Listed as Grand Puba – Check Tha Resume (Reel to Reel) · Watch on YouTube

youtube_video wntZqaEWBWY · row wntZqaEWBWY

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Ya Know How It Goes

Listed as Grand Puba – Ya Know How It Goes (Reel to Reel) · Watch on YouTube

youtube_video y2D14R0cfPk · row y2D14R0cfPk

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The Lump Lump (Nubian Mix)

Listed as Sadat X, Grand Puba, Lord Jamar – The Lump Lump (Nubian Mix) (Buckwild Presents: Diggin' in the Crates - Rare Studio Masters) · Watch on YouTube

youtube_video zlqtvwOOHRc · row zlqtvwOOHRc

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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.