Yes. Willie D has 122 songs listed in a dataset used to train AI music models.

Used for training 122

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 Whiskey in the Wind, Goon Too Soon (Skrewed), Baldhead Ho's 2003

Listed under the artist name 122 songs in LAION-DISCO-12M

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

Whiskey in the Wind

Listed as Willie D – Whiskey in the Wind (Whiskey in the Wind) · Watch on YouTube

youtube_video -BVa9N51xuU · row -BVa9N51xuU

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Goon Too Soon (Skrewed)

Listed as Willie D – Goon Too Soon (Skrewed) (Unbreakable) · Watch on YouTube

youtube_video -lUIYERzMTE · row -lUIYERzMTE

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Baldhead Ho's 2003

Listed as Willie D – Baldhead Ho's 2003 (Unbreakable) · Watch on YouTube

youtube_video 1aTw4B7d7tk · row 1aTw4B7d7tk

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Rap Rehab

Listed as Willie D – Rap Rehab (Play Witcha Mama) · Watch on YouTube

youtube_video 2AI9mumoEIY · row 2AI9mumoEIY

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Relentless (feat. Nay Nay, Nina Ross, Truck & Franchesca)

Listed as Willie D – Relentless (feat. Nay Nay, Nina Ross, Truck & Franchesca) (Relentless) · Watch on YouTube

youtube_video 7u3Jl0bNJfU · row 7u3Jl0bNJfU

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F*ck Me Now

Listed as Willie D – F*ck Me Now (Controversy) · Watch on YouTube

youtube_video 8Oz8tbg-m8M · row 8Oz8tbg-m8M

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N*ggas Are Dyin'

Listed as Willie D – N*ggas Are Dyin' (Play Witcha Mama) · Watch on YouTube

youtube_video A_G__1R_UDU · row A_G__1R_UDU

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Hell Or High Water

Listed as Willie D – Hell Or High Water (Unbreakable) · Watch on YouTube

youtube_video B6W71gHp2Hc · row B6W71gHp2Hc

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Patron Jones

Listed as Willie D – Patron Jones (Dust & Smoke) · Watch on YouTube

youtube_video DBftA4wmpQA · row DBftA4wmpQA

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Crybaby Hollow

Listed as Willie D – Crybaby Hollow (Crybaby Hollow) · Watch on YouTube

youtube_video DEhwhfRVZwY · row DEhwhfRVZwY

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Dust & Smoke

Listed as Willie D – Dust & Smoke (Dust & Smoke) · Watch on YouTube

youtube_video DNzoUoF5fzk · row DNzoUoF5fzk

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Trip Across from Mexico

Listed as Willie D – Trip Across from Mexico (Controversy) · Watch on YouTube

youtube_video DeMZIxevKN0 · row DeMZIxevKN0

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PWA (The Climax) (feat. Nay Nay)

Listed as Willie D – PWA (The Climax) (feat. Nay Nay) (Unbreakable) · Watch on YouTube

youtube_video GRiUnYTrZDY · row GRiUnYTrZDY

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PWA (The Climax-Skrewed) (feat. Nay Nay)

Listed as Willie D – PWA (The Climax-Skrewed) (feat. Nay Nay) (Unbreakable) · Watch on YouTube

youtube_video IG3r_t7w-K0 · row IG3r_t7w-K0

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So What

Listed as Willie D – So What (Unbreakable) · Watch on YouTube

youtube_video JlEOVwOARNg · row JlEOVwOARNg

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Young Warrior

Listed as Willie D – Young Warrior (Unbreakable) · Watch on YouTube

youtube_video LMT1hfDvakg · row LMT1hfDvakg

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Little People With Burdens (feat. Tony Henry)

Listed as Willie D – Little People With Burdens (feat. Tony Henry) (Unbreakable) · Watch on YouTube

youtube_video N95ujft0ErQ · row N95ujft0ErQ

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Backstage

Listed as Willie D – Backstage (I'm Goin' Out Lika Soldier) · Watch on YouTube

youtube_video NWYsv0LXBD0 · row NWYsv0LXBD0

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Get You Some of This!

Listed as Willie D – Get You Some of This! (Get You Some of This!) · Watch on YouTube

youtube_video QEmN_oBdMdI · row QEmN_oBdMdI

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Somethin' Good

Listed as Willie D – Somethin' Good (Play Witcha Mama) · Watch on YouTube

youtube_video QiARB599PMU · row QiARB599PMU

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Doin the Nasty

Listed as Willie D – Doin the Nasty (Play Witcha Mama) · Watch on YouTube

youtube_video ReaeFjm_1c0 · row ReaeFjm_1c0

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Gone Too Soon

Listed as Willie D – Gone Too Soon (Unbreakable) · Watch on YouTube

youtube_video VEJh0wqhc9o · row VEJh0wqhc9o

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Willie D

Listed as Willie D – Willie D (Unbreakable) · Watch on YouTube

youtube_video WC3b5KwYBpE · row WC3b5KwYBpE

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Grandma's House

Listed as Willie D – Grandma's House (Grandma's House) · Watch on YouTube

youtube_video Yk1n0Xb9smM · row Yk1n0Xb9smM

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Go Back 2 School

Listed as Willie D – Go Back 2 School (I'm Goin' Out Lika Soldier) · Watch on YouTube

youtube_video ZaIMJzS_acY · row ZaIMJzS_acY

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The One That You Can't Forget (feat. Franchesca)

Listed as Willie D – The One That You Can't Forget (feat. Franchesca) (Unbreakable) · Watch on YouTube

youtube_video _Tx8XR8cRm4 · row _Tx8XR8cRm4

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Desperado (Skrewed)

Listed as Willie D – Desperado (Skrewed) (Unbreakable) · Watch on YouTube

youtube_video _fadiRL_oz8 · row _fadiRL_oz8

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Guess My Religion

Listed as Willie D – Guess My Religion (Play Witcha Mama) · Watch on YouTube

youtube_video c1O_mM8hoxE · row c1O_mM8hoxE

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Smoke'M

Listed as Willie D – Smoke'M (Play Witcha Mama) · Watch on YouTube

youtube_video dgt3ZSQHmwg · row dgt3ZSQHmwg

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Never See Me Sweat

Listed as Willie D – Never See Me Sweat (Unbreakable) · Watch on YouTube

youtube_video dls0enHhVx4 · row dls0enHhVx4

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Knock'M Out

Listed as Willie D – Knock'M Out (Unbreakable) · Watch on YouTube

youtube_video eBldVjfjMdg · row eBldVjfjMdg

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A Friend

Listed as Willie D – A Friend (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video e_HT7xc-3Q0 · row e_HT7xc-3Q0

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Baldhead Ho's 2003 (Skrewed)

Listed as Willie D – Baldhead Ho's 2003 (Skrewed) (Unbreakable) · Watch on YouTube

youtube_video fA2d3laU-EQ · row fA2d3laU-EQ

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The Aftermath

Listed as Willie D – The Aftermath (Unbreakable) · Watch on YouTube

youtube_video gTz47r0iZl0 · row gTz47r0iZl0

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U Got Homeboys, We Got Homeboys (feat. Sho, Lil Tucker, Lil Bat & Racer X)

Listed as Willie D – U Got Homeboys, We Got Homeboys (feat. Sho, Lil Tucker, Lil Bat & Racer X) (Play Witcha Mama) · Watch on YouTube

youtube_video gme8C4vAnw8 · row gme8C4vAnw8

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Profile Of A Criminal

Listed as Willie D – Profile Of A Criminal (I'm Goin' Out Lika Soldier) · Watch on YouTube

youtube_video irIhPR2xnMk · row irIhPR2xnMk

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Throat (feat. Sho & Racer X)

Listed as Willie D – Throat (feat. Sho & Racer X) (Play Witcha Mama) · Watch on YouTube

youtube_video kqxMIDk9jkE · row kqxMIDk9jkE

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Whatcha Know About That

Listed as Willie D – Whatcha Know About That (Play Witcha Mama) · Watch on YouTube

youtube_video lbhGhmG5WtQ · row lbhGhmG5WtQ

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Single Mothers (feat. Gorgeous George)

Listed as Willie D – Single Mothers (feat. Gorgeous George) (Single Mothers (feat. Gorgeous George)) · Watch on YouTube

youtube_video lfFQX_JueZU · row lfFQX_JueZU

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You Don’t Wanna (Go to War) (feat. Lo-Life & The 5th Ward Boyz)

Listed as Willie D, Ghetto Twiinz – You Don’t Wanna (Go to War) (feat. Lo-Life & The 5th Ward Boyz) (No Pain No Gain) · Watch on YouTube

youtube_video mvfADzknns0 · row mvfADzknns0

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The Sickness

Listed as Willie D – The Sickness (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video op_Ld1LjchY · row op_Ld1LjchY

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Once Upon A Time

Listed as Willie D – Once Upon A Time (Unbreakable) · Watch on YouTube

youtube_video q3YD6e0n2LI · row q3YD6e0n2LI

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Slippers Go

Listed as Willie D – Slippers Go (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video rpTpwhKy-Bw · row rpTpwhKy-Bw

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Coldblooded

Listed as Willie D – Coldblooded (Unbreakable) · Watch on YouTube

youtube_video uDMu-c-6IhA · row uDMu-c-6IhA

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Keep Giving Me Love

Listed as Willie D – Keep Giving Me Love (Unbreakable) · Watch on YouTube

youtube_video uHLDO4DKKns · row uHLDO4DKKns

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MILF

Listed as Willie D – MILF (MILF) · Watch on YouTube

youtube_video vrpQxUHVmMw · row vrpQxUHVmMw

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Hoodies (Radio Mix) (feat. Scarface, Propain & D Boi)

Listed as Willie D – Hoodies (Radio Mix) (feat. Scarface, Propain & D Boi) (Hoodiez (feat. Scarface, Propain and D Boi)) · Watch on YouTube

youtube_video vtevKaDGK64 · row vtevKaDGK64

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Inmates Song

Listed as Willie D – Inmates Song (Unbreakable) · Watch on YouTube

youtube_video wyuNQkxRk5s · row wyuNQkxRk5s

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Campaign '92

Listed as Willie D – Campaign '92 (I'm Goin' Out Lika Soldier) · Watch on YouTube

youtube_video xPIzAZ3fX40 · row xPIzAZ3fX40

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Falling Out The Sky

Listed as Willie D – Falling Out The Sky (Unbreakable) · Watch on YouTube

youtube_video xrVKqixvHpg · row xrVKqixvHpg

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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.