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 Willie Dennis, 5th Ward, Play Witcha Mama (feat. Ice Cube)

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.

Willie Dennis

Listed as Willie D – Willie Dennis (Relentless) · Watch on YouTube

youtube_video -aJhC1i4P3M · row -aJhC1i4P3M

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5th Ward

Listed as Willie D – 5th Ward (Controversy) · Watch on YouTube

youtube_video 00FiXut1dXg · row 00FiXut1dXg

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Play Witcha Mama (feat. Ice Cube)

Listed as Willie D – Play Witcha Mama (feat. Ice Cube) (Play Witcha Mama) · Watch on YouTube

youtube_video 2bv7l_udFQY · row 2bv7l_udFQY

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What's Up aggiN

Listed as Willie D – What's Up aggiN (I'm Goin' Out Lika Soldier) · Watch on YouTube

youtube_video 3EFCO4LCM3Q · row 3EFCO4LCM3Q

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I'll Make U Famous

Listed as Willie D – I'll Make U Famous (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video 3IVmixocE8I · row 3IVmixocE8I

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U Special

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

youtube_video 3ZYMSx1rFFQ · row 3ZYMSx1rFFQ

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Kick That Sh*t

Listed as Willie D – Kick That Sh*t (Controversy) · Watch on YouTube

youtube_video 5NzU1YaSDoo · row 5NzU1YaSDoo

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Freaky Deaky (feat. Pimp C & Nay Nay)

Listed as Willie D – Freaky Deaky (feat. Pimp C & Nay Nay) (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video 5re7YK2Z1Q4 · row 5re7YK2Z1Q4

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It Ain't Easy

Listed as Willie D – It Ain't Easy (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video 6syjBDGqAXg · row 6syjBDGqAXg

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F*ck The KKK

Listed as Willie D – F*ck The KKK (Controversy) · Watch on YouTube

youtube_video 9OzmdasVmsQ · row 9OzmdasVmsQ

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Scrubstitute Teachers

Listed as Insane Clown Posse, Mike E. Clark, Twiztid, Willie D – Scrubstitute Teachers (The Mighty Death Pop! Box Set) · Watch on YouTube

youtube_video AadXlXYes_8 · row AadXlXYes_8

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Bald Headed H*es

Listed as Willie D – Bald Headed H*es (Controversy) · Watch on YouTube

youtube_video AeV5VMWIYVY · row AeV5VMWIYVY

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Creepin' (feat. Sho)

Listed as Willie D – Creepin' (feat. Sho) (Play Witcha Mama) · Watch on YouTube

youtube_video DXWnqLAaojI · row DXWnqLAaojI

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Kinky

Listed as Willie D – Kinky (Controversy) · Watch on YouTube

youtube_video ESQwC2bitaw · row ESQwC2bitaw

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Hearse Cadillac

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

youtube_video E_qkPE_Rxv4 · row E_qkPE_Rxv4

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Put The F'in Gun Away

Listed as Willie D – Put The F'in Gun Away (Controversy) · Watch on YouTube

youtube_video FU8tsfhTCTI · row FU8tsfhTCTI

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My Alibi

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

youtube_video H2Ss3J5oDYs · row H2Ss3J5oDYs

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Whatever It Takes

Listed as Willie D – Whatever It Takes (Whatever It Takes) · Watch on YouTube

youtube_video HU8Fd96TMT0 · row HU8Fd96TMT0

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I Ain't Changin' Sh*t

Listed as Willie D – I Ain't Changin' Sh*t (Play Witcha Mama) · Watch on YouTube

youtube_video HziJMHXyBsE · row HziJMHXyBsE

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Dem Boyz (feat. Lil Wayne & Scarface)

Listed as Willie D – Dem Boyz (feat. Lil Wayne & Scarface) (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video I3RhiUucb2k · row I3RhiUucb2k

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I Wanna F*ck Your Mama

Listed as Willie D – I Wanna F*ck Your Mama (Play Witcha Mama) · Watch on YouTube

youtube_video JjHpTVj4X3E · row JjHpTVj4X3E

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If I Was White

Listed as Willie D – If I Was White (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video L8-eI6zsPlo · row L8-eI6zsPlo

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Coon

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

youtube_video LYFd22E4gng · row LYFd22E4gng

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Rodney K.

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

youtube_video N8zLX7n79Vs · row N8zLX7n79Vs

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Damn It Feels Good to Be a Gangsta

Listed as Willie D, C-Murder, Trae Da Truth – Damn It Feels Good to Be a Gangsta (Rap-a-Lot 25th Anniversary) · Watch on YouTube

youtube_video Q6hShOsX1Gk · row Q6hShOsX1Gk

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Willie Dee

Listed as Willie D – Willie Dee (Controversy) · Watch on YouTube

youtube_video S5wx8ci7lf8 · row S5wx8ci7lf8

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Clean Up Man

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

youtube_video Th7zfLeP_1g · row Th7zfLeP_1g

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Pusscndclick

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

youtube_video TodyTZ5ztNg · row TodyTZ5ztNg

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Recipe 4 A Murder

Listed as Willie D – Recipe 4 A Murder (Play Witcha Mama) · Watch on YouTube

youtube_video UaHTbBLsnNg · row UaHTbBLsnNg

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U Ain't No Gangsta

Listed as Willie D – U Ain't No Gangsta (I'm Goin' Out Lika Soldier) · Watch on YouTube

youtube_video VTrO_P-QFBA · row VTrO_P-QFBA

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I'm Goin' Out Lika Soldier

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

youtube_video WacudA3Pi_U · row WacudA3Pi_U

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Wet'M

Listed as Willie D – Wet'M (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video Y8Cxna6UbK4 · row Y8Cxna6UbK4

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Unbreakable

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

youtube_video ZcQBIuTt7vE · row ZcQBIuTt7vE

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Do It Like It G.O.

Listed as Willie D – Do It Like It G.O. (Controversy) · Watch on YouTube

youtube_video _DWhHbpbsOw · row _DWhHbpbsOw

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Little Hooker

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

youtube_video b8VjysHXsuQ · row b8VjysHXsuQ

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Lil' Killaz

Listed as Willie D – Lil' Killaz (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video bK3clMNli5M · row bK3clMNli5M

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Pass The Piote' (feat. Icey Hott, Racer X, Sho & Klon Dike Kat)

Listed as Willie D – Pass The Piote' (feat. Icey Hott, Racer X, Sho & Klon Dike Kat) (I'm Goin' Out Lika Soldier) · Watch on YouTube

youtube_video f-TnN3o7Uo4 · row f-TnN3o7Uo4

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Welfare B*tch

Listed as Willie D – Welfare B*tch (Controversy) · Watch on YouTube

youtube_video gJpk4so4eRo · row gJpk4so4eRo

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Yo P My D

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

youtube_video h7RKkBNUyoc · row h7RKkBNUyoc

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Dear God (feat. Brittany & Caen Dennis)

Listed as Willie D – Dear God (feat. Brittany & Caen Dennis) (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video hEarwUxix5A · row hEarwUxix5A

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N.I.K.E. (Now I Know Everything), Pt. 1

Listed as MC Eiht, Big Mike, Crooked I, Willie D – N.I.K.E. (Now I Know Everything), Pt. 1 (The Directors Cut) · Watch on YouTube

youtube_video ixrzDjlvjrU · row ixrzDjlvjrU

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Die

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

youtube_video jENyweFh9Q4 · row jENyweFh9Q4

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She Likes 2 Ball

Listed as Willie D – She Likes 2 Ball (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video kTThxnK-D_0 · row kTThxnK-D_0

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I Need Some P*ssy (feat. Choice)

Listed as Willie D – I Need Some P*ssy (feat. Choice) (Controversy) · Watch on YouTube

youtube_video n0mDAj0N8G0 · row n0mDAj0N8G0

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Trenchcoats - N - Ganksta Hats

Listed as Willie D – Trenchcoats - N - Ganksta Hats (I'm Goin' Out Lika Soldier) · Watch on YouTube

youtube_video ntlf7NkmcIY · row ntlf7NkmcIY

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Fearing Nothing But God

Listed as Willie D – Fearing Nothing But God (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video p7nGMJIXntg · row p7nGMJIXntg

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Is It Real (My Mind Still Playin' Tricks On Me)

Listed as Willie D – Is It Real (My Mind Still Playin' Tricks On Me) (Play Witcha Mama) · Watch on YouTube

youtube_video s3vIDfgSb9M · row s3vIDfgSb9M

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Gun Talk (feat. The Outlawz & Spice 1)

Listed as Willie D – Gun Talk (feat. The Outlawz & Spice 1) (Loved By Few, Hated By Many) · Watch on YouTube

youtube_video uhDOZYw39H4 · row uhDOZYw39H4

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They Laphin' Atcha

Listed as Willie D – They Laphin' Atcha (Play Witcha Mama) · Watch on YouTube

youtube_video wwlYX54EWEQ · row wwlYX54EWEQ

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U Still A aggiN

Listed as Willie D – U Still A aggiN (I'm Goin' Out Lika Soldier) · Watch on YouTube

youtube_video zDkkZiG9T2g · row zDkkZiG9T2g

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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.