Yes. Outkast has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 B.O.B. (Bombs Over Baghdad), Ms. Jackson (sped up), Morris Brown (feat. Scar & Sleepy Brown)

Listed under the artist name 149 songs in LAION-DISCO-12M

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

B.O.B. (Bombs Over Baghdad)

Listed as Outkast – B.O.B. (Bombs Over Baghdad) (Stankonia) · Watch on YouTube

youtube_video 3tPGWd0m4v0 · row 3tPGWd0m4v0

LAION-DISCO-12M

Ms. Jackson (sped up)

Listed as Outkast, sped up + slowed – Ms. Jackson (sped up) (Ms. Jackson (sped up + slowed)) · Watch on YouTube

youtube_video 6yFTSY1uSiY · row 6yFTSY1uSiY

LAION-DISCO-12M

Morris Brown (feat. Scar & Sleepy Brown)

Listed as Outkast – Morris Brown (feat. Scar & Sleepy Brown) (Idlewild) · Watch on YouTube

youtube_video 7THgrE-9JyE · row 7THgrE-9JyE

LAION-DISCO-12M

13th Floor/Growing Old

Listed as Outkast – 13th Floor/Growing Old (ATLiens) · Watch on YouTube

youtube_video 9OvDuXM7_Bs · row 9OvDuXM7_Bs

LAION-DISCO-12M

Ms. Jackson

Listed as Outkast – Ms. Jackson (Stankonia) · Watch on YouTube

youtube_video CSD2J8yaMmM · row CSD2J8yaMmM

LAION-DISCO-12M

You May Die (Intro)

Listed as Outkast – You May Die (Intro) (ATLiens) · Watch on YouTube

youtube_video CcFKkHhlct0 · row CcFKkHhlct0

LAION-DISCO-12M

Two Dope Boyz (In a Cadillac)

Listed as Outkast – Two Dope Boyz (In a Cadillac) (ATLiens) · Watch on YouTube

youtube_video EIImaHK0y8s · row EIImaHK0y8s

LAION-DISCO-12M

Wheelz of Steel

Listed as Outkast – Wheelz of Steel (ATLiens) · Watch on YouTube

youtube_video ImRbWen8_l0 · row ImRbWen8_l0

LAION-DISCO-12M

Hey Ya! (sped up)

Listed as Outkast, sped up + slowed – Hey Ya! (sped up) (Hey Ya! (sped up + slowed)) · Watch on YouTube

youtube_video JBEvBvIo9HI · row JBEvBvIo9HI

LAION-DISCO-12M

Dracula's Wedding (feat. Kelis)

Listed as Outkast – Dracula's Wedding (feat. Kelis) (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video JS_5aW5NJSM · row JS_5aW5NJSM

LAION-DISCO-12M

Hey Ya!

Listed as Outkast – Hey Ya! (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video Jx_O6PHdWww · row Jx_O6PHdWww

LAION-DISCO-12M

Aquemini

Listed as Outkast – Aquemini (Aquemini) · Watch on YouTube

youtube_video M4fwLA1_ARM · row M4fwLA1_ARM

LAION-DISCO-12M

Player's Ball (Extended Version)

Listed as Outkast – Player's Ball (Extended Version) (Player's Ball) · Watch on YouTube

youtube_video OdhERNdIyhk · row OdhERNdIyhk

LAION-DISCO-12M

ATLiens

Listed as Outkast – ATLiens (ATLiens) · Watch on YouTube

youtube_video R3zpc-KrbKI · row R3zpc-KrbKI

LAION-DISCO-12M

Southernplayalisticadillacmuzik

Listed as Outkast – Southernplayalisticadillacmuzik (Southernplayalisticadillacmuzik) · Watch on YouTube

youtube_video RIaDSpLpbg4 · row RIaDSpLpbg4

LAION-DISCO-12M

GhettoMusick

Listed as Outkast – GhettoMusick (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video RWof0wCG0Mw · row RWof0wCG0Mw

LAION-DISCO-12M

Millennium

Listed as Outkast – Millennium (ATLiens) · Watch on YouTube

youtube_video SJuMFkj6dzQ · row SJuMFkj6dzQ

LAION-DISCO-12M

Walk It Out

Listed as Outkast, Jim Jones, DJ Unk – Walk It Out (Street Swag, Vol. 2) · Watch on YouTube

youtube_video TNu9JyOmreU · row TNu9JyOmreU

LAION-DISCO-12M

Crumblin' Erb

Listed as Outkast – Crumblin' Erb (Southernplayalisticadillacmuzik) · Watch on YouTube

youtube_video Useh3zHVQXo · row Useh3zHVQXo

LAION-DISCO-12M

Jazzy Belle

Listed as Outkast – Jazzy Belle (ATLiens (25th Anniversary Deluxe Edition)) · Watch on YouTube

youtube_video VWSZnHtcW1g · row VWSZnHtcW1g

LAION-DISCO-12M

Hey Ya! (slowed + reverb)

Listed as Outkast, sped up + slowed – Hey Ya! (slowed + reverb) (Hey Ya! (sped up + slowed)) · Watch on YouTube

youtube_video Y-WzwihVmIg · row Y-WzwihVmIg

LAION-DISCO-12M

Hey Ya!

Listed as Outkast – Hey Ya! (Let's Dance, Vol. 3) · Watch on YouTube

youtube_video Yig6c4B0ZCA · row Yig6c4B0ZCA

LAION-DISCO-12M

Ms. Jackson (slowed + reverb)

Listed as Outkast, sped up + slowed – Ms. Jackson (slowed + reverb) (Ms. Jackson (sped up + slowed)) · Watch on YouTube

youtube_video _ZQLRt8RSNU · row _ZQLRt8RSNU

LAION-DISCO-12M

Hootie Hoo

Listed as Outkast – Hootie Hoo (Southernplayalisticadillacmuzik) · Watch on YouTube

youtube_video cc5Po252d_U · row cc5Po252d_U

LAION-DISCO-12M

Skew It on the Bar-B (feat. Raekwon)

Listed as Outkast – Skew It on the Bar-B (feat. Raekwon) (Aquemini) · Watch on YouTube

youtube_video ciDy2ay7OzM · row ciDy2ay7OzM

LAION-DISCO-12M

Gasoline Dreams

Listed as Outkast – Gasoline Dreams (Stankonia) · Watch on YouTube

youtube_video cyWT6BD_0Gk · row cyWT6BD_0Gk

LAION-DISCO-12M

SpottieOttieDopaliscious

Listed as Outkast – SpottieOttieDopaliscious (Aquemini) · Watch on YouTube

youtube_video dIPJfdjnR_8 · row dIPJfdjnR_8

LAION-DISCO-12M

In Due Time

Listed as Outkast – In Due Time (In Due Time) · Watch on YouTube

youtube_video e-EJzhsqMBA · row e-EJzhsqMBA

LAION-DISCO-12M

She Lives in My Lap (feat. Rosario Dawson)

Listed as Outkast – She Lives in My Lap (feat. Rosario Dawson) (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video hwo85o3Giek · row hwo85o3Giek

LAION-DISCO-12M

Liberation

Listed as Outkast – Liberation (Aquemini) · Watch on YouTube

youtube_video iIreOrdYvLM · row iIreOrdYvLM

LAION-DISCO-12M

The Whole World (feat. Killer Mike)

Listed as Outkast – The Whole World (feat. Killer Mike) (Big Boi & Dre Present...OutKast) · Watch on YouTube

youtube_video iOzS_vcGRkU · row iOzS_vcGRkU

LAION-DISCO-12M

Synthesizer (feat. Outkast)

Listed as Outkast – Synthesizer (feat. Outkast) (Aquemini) · Watch on YouTube

youtube_video jOGE2Ejn8GU · row jOGE2Ejn8GU

LAION-DISCO-12M

Hey Ya!

Listed as Outkast – Hey Ya! (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video jyyt0T-4dc4 · row jyyt0T-4dc4

LAION-DISCO-12M

Git Up, Git Out (feat. Goodie Mob)

Listed as Outkast – Git Up, Git Out (feat. Goodie Mob) (Big Boi & Dre Present...OutKast) · Watch on YouTube

youtube_video mEp_o9tQjy8 · row mEp_o9tQjy8

LAION-DISCO-12M

Rosa Parks

Listed as Outkast – Rosa Parks (Aquemini) · Watch on YouTube

youtube_video oGT9W_Hqzrk · row oGT9W_Hqzrk

LAION-DISCO-12M

Git Up, Git Out (feat. Goodie Mob)

Listed as Outkast – Git Up, Git Out (feat. Goodie Mob) (Southernplayalisticadillacmuzik) · Watch on YouTube

youtube_video okNeDy8QeFw · row okNeDy8QeFw

LAION-DISCO-12M

So Fresh, So Clean

Listed as Outkast – So Fresh, So Clean (Stankonia) · Watch on YouTube

youtube_video p0SNRDRSOLI · row p0SNRDRSOLI

LAION-DISCO-12M

Babylon

Listed as Outkast – Babylon (ATLiens) · Watch on YouTube

youtube_video pAgqCl2HArY · row pAgqCl2HArY

LAION-DISCO-12M

Elevators (Me & You)

Listed as Outkast – Elevators (Me & You) (ATLiens) · Watch on YouTube

youtube_video pacUC1YK8Ac · row pacUC1YK8Ac

LAION-DISCO-12M

Da Art of Storytellin' (Pt. 1)

Listed as Outkast – Da Art of Storytellin' (Pt. 1) (Aquemini) · Watch on YouTube

youtube_video qgnHmtsjFN4 · row qgnHmtsjFN4

LAION-DISCO-12M

Ain't No Thang

Listed as Outkast – Ain't No Thang (Southernplayalisticadillacmuzik) · Watch on YouTube

youtube_video r42P-n-Yjm0 · row r42P-n-Yjm0

LAION-DISCO-12M

Roses

Listed as Outkast – Roses (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video sZ1vT0aPcYE · row sZ1vT0aPcYE

LAION-DISCO-12M

The Way You Move (feat. Sleepy Brown)

Listed as Outkast – The Way You Move (feat. Sleepy Brown) (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video tCMrzOdmtcc · row tCMrzOdmtcc

LAION-DISCO-12M

Da Art of Storytellin' (Pt. 2)

Listed as Outkast – Da Art of Storytellin' (Pt. 2) (Aquemini) · Watch on YouTube

youtube_video tMZ5TTDM-Jk · row tMZ5TTDM-Jk

LAION-DISCO-12M

Prototype

Listed as Outkast – Prototype (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video uMjN_yB1jxI · row uMjN_yB1jxI

LAION-DISCO-12M

Player's Ball

Listed as Outkast – Player's Ball (Southernplayalisticadillacmuzik) · Watch on YouTube

youtube_video v8vkjU5O6n8 · row v8vkjU5O6n8

LAION-DISCO-12M

Mainstream

Listed as Outkast – Mainstream (ATLiens) · Watch on YouTube

youtube_video x-3B1lDrwgI · row x-3B1lDrwgI

LAION-DISCO-12M

Jazzy Belle

Listed as Outkast – Jazzy Belle (ATLiens) · Watch on YouTube

youtube_video xbG3tHayjtg · row xbG3tHayjtg

LAION-DISCO-12M

Hollywood Divorce (feat. Snoop Dogg & Lil' Wayne)

Listed as Outkast – Hollywood Divorce (feat. Snoop Dogg & Lil' Wayne) (Idlewild) · Watch on YouTube

youtube_video zH278qoFLyw · row zH278qoFLyw

LAION-DISCO-12M

Return of the "G"

Listed as Outkast – Return of the "G" (Aquemini) · Watch on YouTube

youtube_video zlYWpMPsD4k · row zlYWpMPsD4k

LAION-DISCO-12M

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.