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 Flip Flop Rock (feat. Killer Mike & Jay-Z), Elevators (Me & You) (ONP 86 Mix), ?

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.

Flip Flop Rock (feat. Killer Mike & Jay-Z)

Listed as Outkast – Flip Flop Rock (feat. Killer Mike & Jay-Z) (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video 1oQwVs74mu8 · row 1oQwVs74mu8

LAION-DISCO-12M

Elevators (Me & You) (ONP 86 Mix)

Listed as Outkast – Elevators (Me & You) (ONP 86 Mix) (ATLiens (25th Anniversary Deluxe Edition)) · Watch on YouTube

youtube_video 2dtLHlqwInM · row 2dtLHlqwInM

LAION-DISCO-12M

?

Listed as Outkast – ? (Stankonia) · Watch on YouTube

youtube_video 3d7v9vmWJkA · row 3d7v9vmWJkA

LAION-DISCO-12M

Last Call (feat. Slimm Calhoun, Lil' Jon, The EastSide Boyz & Mello)

Listed as Outkast – Last Call (feat. Slimm Calhoun, Lil' Jon, The EastSide Boyz & Mello) (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video 3gSaUHJLKcU · row 3gSaUHJLKcU

LAION-DISCO-12M

True Dat (Interlude)

Listed as Outkast – True Dat (Interlude) (Southernplayalisticadillacmuzik) · Watch on YouTube

youtube_video 3yVjbtf9I1g · row 3yVjbtf9I1g

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Life Is Like A Musical

Listed as Outkast – Life Is Like A Musical (Idlewild) · Watch on YouTube

youtube_video 420Rt-WJk64 · row 420Rt-WJk64

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Player's Ball (Reprise)

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

youtube_video 5acfo9_O2xc · row 5acfo9_O2xc

LAION-DISCO-12M

Elevators (Me & You) (ONP 86 Mix)

Listed as Outkast – Elevators (Me & You) (ONP 86 Mix) (ATLiens) · Watch on YouTube

youtube_video 6Q4yG302LS0 · row 6Q4yG302LS0

LAION-DISCO-12M

Love In War

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

youtube_video 6t4g_beN93w · row 6t4g_beN93w

LAION-DISCO-12M

Flim Flam (Interlude)

Listed as Outkast – Flim Flam (Interlude) (Southernplayalisticadillacmuzik) · Watch on YouTube

youtube_video 7jupA8MGslc · row 7jupA8MGslc

LAION-DISCO-12M

Jazzy Belle (Instrumental)

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

youtube_video 7yJY_j142Zg · row 7yJY_j142Zg

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Interlude

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

youtube_video 8vb6RXVD-W4 · row 8vb6RXVD-W4

LAION-DISCO-12M

She's Alive

Listed as Outkast – She's Alive (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video AjrwNnQc8SI · row AjrwNnQc8SI

LAION-DISCO-12M

Hey Ya!

Listed as Outkast – Hey Ya! (Pop Years 2000er - Hits) · Watch on YouTube

youtube_video Cq_4EBcAi3M · row Cq_4EBcAi3M

LAION-DISCO-12M

Peaches (Intro)

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

youtube_video DEh_MHmZyIg · row DEh_MHmZyIg

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Bowtie (Postlude)

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

youtube_video GiHWMB86XKQ · row GiHWMB86XKQ

LAION-DISCO-12M

Knowing

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

youtube_video IlVxKrO61aY · row IlVxKrO61aY

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Slum Beautiful (feat. Cee-Lo)

Listed as Outkast – Slum Beautiful (feat. Cee-Lo) (Stankonia) · Watch on YouTube

youtube_video Kfq12qQwkn0 · row Kfq12qQwkn0

LAION-DISCO-12M

Call The Law (feat. Janelle Monáe)

Listed as Outkast – Call The Law (feat. Janelle Monáe) (Idlewild) · Watch on YouTube

youtube_video KmVdx93VYlo · row KmVdx93VYlo

LAION-DISCO-12M

Funkin' Around

Listed as Outkast – Funkin' Around (Big Boi & Dre Present...OutKast) · Watch on YouTube

youtube_video LFwRLlQ2peM · row LFwRLlQ2peM

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PJ & Rooster

Listed as Outkast – PJ & Rooster (Idlewild) · Watch on YouTube

youtube_video LLcICISQJKs · row LLcICISQJKs

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Nathaniel

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

youtube_video LRUZ1HVFiX4 · row LRUZ1HVFiX4

LAION-DISCO-12M

Greatest Show On Earth (feat. Macy Gray)

Listed as Outkast – Greatest Show On Earth (feat. Macy Gray) (Idlewild) · Watch on YouTube

youtube_video ObyxXc72p2Y · row ObyxXc72p2Y

LAION-DISCO-12M

D.E.E.P.

Listed as Outkast – D.E.E.P. (Southernplayalisticadillacmuzik) · Watch on YouTube

youtube_video PjhgVyCwb6U · row PjhgVyCwb6U

LAION-DISCO-12M

Player's Ball (Remix Version)

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

youtube_video QB1SWt8Gids · row QB1SWt8Gids

LAION-DISCO-12M

Bamboo (Interlude)

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

youtube_video V9Wj_5Qn50o · row V9Wj_5Qn50o

LAION-DISCO-12M

Stankonia (Stanklove) (feat. Big Rube & Sleepy Brown)

Listed as Outkast – Stankonia (Stanklove) (feat. Big Rube & Sleepy Brown) (Stankonia) · Watch on YouTube

youtube_video X59O1uu9s1A · row X59O1uu9s1A

LAION-DISCO-12M

The Train (feat. Scar & Sleepy Brown)

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

youtube_video _CLaM6M_Awo · row _CLaM6M_Awo

LAION-DISCO-12M

Mutron Angel (feat. Whild Peach)

Listed as Outkast – Mutron Angel (feat. Whild Peach) (Idlewild) · Watch on YouTube

youtube_video _flpECnsrR4 · row _flpECnsrR4

LAION-DISCO-12M

Wheelz Of Steel (Instrumental)

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

youtube_video _z_MK4yVeaA · row _z_MK4yVeaA

LAION-DISCO-12M

Welcome to Atlanta (Interlude)

Listed as Outkast – Welcome to Atlanta (Interlude) (Southernplayalisticadillacmuzik) · Watch on YouTube

youtube_video au8wLLYFaRw · row au8wLLYFaRw

LAION-DISCO-12M

Kim & Cookie (Interlude)

Listed as Outkast – Kim & Cookie (Interlude) (Stankonia) · Watch on YouTube

youtube_video beyIILcEzdA · row beyIILcEzdA

LAION-DISCO-12M

God (Interlude)

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

youtube_video ctJinrEzn4Q · row ctJinrEzn4Q

LAION-DISCO-12M

Toilet Tisha

Listed as Outkast – Toilet Tisha (Stankonia) · Watch on YouTube

youtube_video eXj6hLZbFUk · row eXj6hLZbFUk

LAION-DISCO-12M

The Love Below (Intro)

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

youtube_video egKtZBPi1U4 · row egKtZBPi1U4

LAION-DISCO-12M

Hey Ya! (Instrumental)

Listed as Outkast – Hey Ya! (Instrumental) (The Way You Move / Hey Ya!) · Watch on YouTube

youtube_video ewheAtveREQ · row ewheAtveREQ

LAION-DISCO-12M

So Fresh, So Clean (Stankonia Remix) (feat. Snoop Dogg & Sleepy Brown)

Listed as Outkast – So Fresh, So Clean (Stankonia Remix) (feat. Snoop Dogg & Sleepy Brown) (Stankonia (Deluxe Version)) · Watch on YouTube

youtube_video g1TgriW4mDQ · row g1TgriW4mDQ

LAION-DISCO-12M

War

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

youtube_video iLitPNSnrTo · row iLitPNSnrTo

LAION-DISCO-12M

The Way You Move (Instrumental)

Listed as Outkast – The Way You Move (Instrumental) (The Way You Move / Hey Ya!) · Watch on YouTube

youtube_video ju_VptH9_0g · row ju_VptH9_0g

LAION-DISCO-12M

Two Dope Boyz (In a Cadillac) (Instrumental)

Listed as Outkast – Two Dope Boyz (In a Cadillac) (Instrumental) (ATLiens (25th Anniversary Deluxe Edition)) · Watch on YouTube

youtube_video jz0cRGOl4Yk · row jz0cRGOl4Yk

LAION-DISCO-12M

Peaches (feat. Sleepy Brown & Scar)

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

youtube_video lfecvAg0r9I · row lfecvAg0r9I

LAION-DISCO-12M

N2U (feat. Khujo Goodie)

Listed as Outkast – N2U (feat. Khujo Goodie) (Idlewild) · Watch on YouTube

youtube_video nm9j7XmGt6M · row nm9j7XmGt6M

LAION-DISCO-12M

Good Day, Good Sir (Interlude)

Listed as Outkast – Good Day, Good Sir (Interlude) (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video nzyaqkXNjaI · row nzyaqkXNjaI

LAION-DISCO-12M

Intro

Listed as Outkast – Intro (Idlewild) · Watch on YouTube

youtube_video rVEtvyc9yXI · row rVEtvyc9yXI

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Where Are My Panties

Listed as Outkast – Where Are My Panties (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video tS9LA2KSsH0 · row tS9LA2KSsH0

LAION-DISCO-12M

B.O.B. (Bombs Over Baghdad) (Zack de la Rocha Remix)

Listed as Outkast – B.O.B. (Bombs Over Baghdad) (Zack de la Rocha Remix) (Stankonia (Deluxe Version)) · Watch on YouTube

youtube_video u6F9qn7mupc · row u6F9qn7mupc

LAION-DISCO-12M

B.O.B. (Bombs Over Baghdad) (Instrumental)

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

youtube_video vLP2i99Ax2s · row vLP2i99Ax2s

LAION-DISCO-12M

D-Boi (Interlude)

Listed as Outkast – D-Boi (Interlude) (Speakerboxxx/The Love Below) · Watch on YouTube

youtube_video w0IbndmnUOM · row w0IbndmnUOM

LAION-DISCO-12M

In Your Dreams (feat. Killer Mike & Janelle Monáe)

Listed as Outkast – In Your Dreams (feat. Killer Mike & Janelle Monáe) (Idlewild) · Watch on YouTube

youtube_video wgSExujWxTA · row wgSExujWxTA

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.