Yes. Swag Toof has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Dead Languages (feat. Dotcult), Booty Bitch, Michael Jackson Perm (DXD)

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Dead Languages (feat. Dotcult)

Listed as Swag Toof – Dead Languages (feat. Dotcult) (Toofgang & Palz) · Watch on YouTube

youtube_video 1zjm1bHfbZM · row 1zjm1bHfbZM

LAION-DISCO-12M

Booty Bitch

Listed as Swag Toof – Booty Bitch (Dreamkillers) · Watch on YouTube

youtube_video 4TIttm7TdpY · row 4TIttm7TdpY

LAION-DISCO-12M

Michael Jackson Perm (DXD)

Listed as Swag Toof – Michael Jackson Perm (DXD) (Dreamkillers Purple Tape) · Watch on YouTube

youtube_video 5DNGtK9DBL0 · row 5DNGtK9DBL0

LAION-DISCO-12M

Harlem's Adopted Children a (Intro)

Listed as Swag Toof – Harlem's Adopted Children a (Intro) (Harlems Adopted Children) · Watch on YouTube

youtube_video 5Z11LwDwrQ0 · row 5Z11LwDwrQ0

LAION-DISCO-12M

Dark Prince (DXD) (feat. Wicca Phase & Kevorkian)

Listed as Swag Toof – Dark Prince (DXD) (feat. Wicca Phase & Kevorkian) (Harlems Adopted Children X) · Watch on YouTube

youtube_video 7YFUTBOx6L8 · row 7YFUTBOx6L8

LAION-DISCO-12M

Thugs Prayer

Listed as Swag Toof – Thugs Prayer (Dreamkillers) · Watch on YouTube

youtube_video 8P0-fDrqZTM · row 8P0-fDrqZTM

LAION-DISCO-12M

Intro

Listed as Swag Toof – Intro (Dreamkillers) · Watch on YouTube

youtube_video 8cGR5FPnBLA · row 8cGR5FPnBLA

LAION-DISCO-12M

Rap Circus (feat. .Cult)

Listed as Swag Toof – Rap Circus (feat. .Cult) (Harlems Adopted Children) · Watch on YouTube

youtube_video 9cirnH_VY_Q · row 9cirnH_VY_Q

LAION-DISCO-12M

Making a Name (feat. Bolo Nef)

Listed as Swag Toof – Making a Name (feat. Bolo Nef) (Harlems Adopted Children) · Watch on YouTube

youtube_video A_tvLWp-xkQ · row A_tvLWp-xkQ

LAION-DISCO-12M

Booty Bitch (DXD)

Listed as Swag Toof – Booty Bitch (DXD) (Dreamkillers Purple Tape) · Watch on YouTube

youtube_video Bfjopjo81a8 · row Bfjopjo81a8

LAION-DISCO-12M

HEX RAP (DXD) (feat. Tomahawk)

Listed as Swag Toof – HEX RAP (DXD) (feat. Tomahawk) (Harlems Adopted Children X) · Watch on YouTube

youtube_video Bnk-TaX0c18 · row Bnk-TaX0c18

LAION-DISCO-12M

The Resurrection

Listed as Swag Toof – The Resurrection (Evan's Gate) · Watch on YouTube

youtube_video DHAzrroQjfY · row DHAzrroQjfY

LAION-DISCO-12M

Thug P.T.S.D. (DXD) (feat. Pepperboy)

Listed as Swag Toof – Thug P.T.S.D. (DXD) (feat. Pepperboy) (Harlems Adopted Children X) · Watch on YouTube

youtube_video DSHGzKzgQs4 · row DSHGzKzgQs4

LAION-DISCO-12M

Hearses (DXD)

Listed as Swag Toof – Hearses (DXD) (Dreamkillers Purple Tape) · Watch on YouTube

youtube_video EvkAqgIz-xg · row EvkAqgIz-xg

LAION-DISCO-12M

Swag Dead (feat. Deli Mane, SupaSortuman & SupaSortahuman)

Listed as Swag Toof – Swag Dead (feat. Deli Mane, SupaSortuman & SupaSortahuman) (Harlems Adopted Children) · Watch on YouTube

youtube_video Ffa68Bhijvc · row Ffa68Bhijvc

LAION-DISCO-12M

The Endtrance

Listed as Swag Toof – The Endtrance (Evan's Gate) · Watch on YouTube

youtube_video GK4YlJ90u_I · row GK4YlJ90u_I

LAION-DISCO-12M

Linger (DXD) (feat. Sole)

Listed as Swag Toof – Linger (DXD) (feat. Sole) (Harlems Adopted Children X) · Watch on YouTube

youtube_video MNO48h-c8VY · row MNO48h-c8VY

LAION-DISCO-12M

Hu$h

Listed as Swag Toof – Hu$h (Dreamkillers) · Watch on YouTube

youtube_video MV41ZjGigFA · row MV41ZjGigFA

LAION-DISCO-12M

Promises (feat. Frankie Goldie & Sleek)

Listed as Swag Toof – Promises (feat. Frankie Goldie & Sleek) (Harlems Adopted Children) · Watch on YouTube

youtube_video ST3PCEg8xg8 · row ST3PCEg8xg8

LAION-DISCO-12M

Door Locks (feat. Mummz)

Listed as Swag Toof – Door Locks (feat. Mummz) (Harlems Adopted Children) · Watch on YouTube

youtube_video SvYC6DsRq_o · row SvYC6DsRq_o

LAION-DISCO-12M

Change Up (feat. Gem Cutz)

Listed as Swag Toof – Change Up (feat. Gem Cutz) (Harlems Adopted Children) · Watch on YouTube

youtube_video UHQUgjtD1R4 · row UHQUgjtD1R4

LAION-DISCO-12M

Promises (DXD) (feat. Frankie Goldie & Sleek)

Listed as Swag Toof – Promises (DXD) (feat. Frankie Goldie & Sleek) (Harlems Adopted Children X) · Watch on YouTube

youtube_video UO7-jQxyTdQ · row UO7-jQxyTdQ

LAION-DISCO-12M

Fake Drugs (DXD)

Listed as Swag Toof – Fake Drugs (DXD) (Dreamkillers Purple Tape) · Watch on YouTube

youtube_video V2O4CA4wXDE · row V2O4CA4wXDE

LAION-DISCO-12M

Outro DXD

Listed as Swag Toof – Outro DXD (Dreamkillers Purple Tape) · Watch on YouTube

youtube_video ZOVyF6xlqxg · row ZOVyF6xlqxg

LAION-DISCO-12M

Aceaceace (feat. Joint Chiefs, Cyberclops & Dead N Storage)

Listed as Swag Toof – Aceaceace (feat. Joint Chiefs, Cyberclops & Dead N Storage) (Toofgang & Palz) · Watch on YouTube

youtube_video ZPAFbvNS4AI · row ZPAFbvNS4AI

LAION-DISCO-12M

Making a Name (DXD) (feat. Bolo Nef)

Listed as Swag Toof – Making a Name (DXD) (feat. Bolo Nef) (Harlems Adopted Children X) · Watch on YouTube

youtube_video ZxyhEFzVPlY · row ZxyhEFzVPlY

LAION-DISCO-12M

We Got a Problem (feat. AJ Suede)

Listed as Swag Toof – We Got a Problem (feat. AJ Suede) (Toofgang & Palz) · Watch on YouTube

youtube_video ajzPDtPZbYg · row ajzPDtPZbYg

LAION-DISCO-12M

Toof GOD (DXD)

Listed as Swag Toof – Toof GOD (DXD) (Dreamkillers Purple Tape) · Watch on YouTube

youtube_video cP0101xKIes · row cP0101xKIes

LAION-DISCO-12M

Real Life (DXD)

Listed as Swag Toof – Real Life (DXD) (Dreamkillers Purple Tape) · Watch on YouTube

youtube_video dLniVadvjKE · row dLniVadvjKE

LAION-DISCO-12M

Harlem's Adopted Children B (Interlude)

Listed as Swag Toof – Harlem's Adopted Children B (Interlude) (Harlems Adopted Children) · Watch on YouTube

youtube_video e3MDBcQ_xbs · row e3MDBcQ_xbs

LAION-DISCO-12M

Thugs Prayer (DXD)

Listed as Swag Toof – Thugs Prayer (DXD) (Dreamkillers Purple Tape) · Watch on YouTube

youtube_video g3wRX_SdQZI · row g3wRX_SdQZI

LAION-DISCO-12M

Rap Circus (DXD) (feat. Dotcult)

Listed as Swag Toof – Rap Circus (DXD) (feat. Dotcult) (Harlems Adopted Children X) · Watch on YouTube

youtube_video gXx67yXXDIM · row gXx67yXXDIM

LAION-DISCO-12M

Chronic & Shampoo (DXD)

Listed as Swag Toof – Chronic & Shampoo (DXD) (Dreamkillers Purple Tape) · Watch on YouTube

youtube_video htrOjkgl6mw · row htrOjkgl6mw

LAION-DISCO-12M

Thick As Thieves (DXD) (feat. Mummz)

Listed as Swag Toof – Thick As Thieves (DXD) (feat. Mummz) (Harlems Adopted Children X) · Watch on YouTube

youtube_video jgHH7X8bRyc · row jgHH7X8bRyc

LAION-DISCO-12M

Linger (feat. Sole)

Listed as Swag Toof – Linger (feat. Sole) (Harlems Adopted Children) · Watch on YouTube

youtube_video lm4ZYrGo5vo · row lm4ZYrGo5vo

LAION-DISCO-12M

Swag Dead (DXD) (feat. Supa Sortahuman & Deli Mane)

Listed as Swag Toof – Swag Dead (DXD) (feat. Supa Sortahuman & Deli Mane) (Harlems Adopted Children X) · Watch on YouTube

youtube_video mynUPAcMBgQ · row mynUPAcMBgQ

LAION-DISCO-12M

Outro

Listed as Swag Toof – Outro (Dreamkillers) · Watch on YouTube

youtube_video nB5qCbFvJ10 · row nB5qCbFvJ10

LAION-DISCO-12M

Humans (feat. Weirdo Jackson)

Listed as Swag Toof – Humans (feat. Weirdo Jackson) (Toofgang & Palz 2: Still Palz) · Watch on YouTube

youtube_video nR_wC0vWNN0 · row nR_wC0vWNN0

LAION-DISCO-12M

Popular (DXD)

Listed as Swag Toof – Popular (DXD) (Harlems Adopted Children X) · Watch on YouTube

youtube_video n_zwt-xpLNQ · row n_zwt-xpLNQ

LAION-DISCO-12M

Real Life

Listed as Swag Toof – Real Life (Dreamkillers) · Watch on YouTube

youtube_video p-n1VW4Suvc · row p-n1VW4Suvc

LAION-DISCO-12M

Beautiful Disaster

Listed as Swag Toof – Beautiful Disaster (Toofgang & Palz) · Watch on YouTube

youtube_video phzPghi6ZfY · row phzPghi6ZfY

LAION-DISCO-12M

Hex Rap (feat. Tomahawk)

Listed as Swag Toof – Hex Rap (feat. Tomahawk) (Harlems Adopted Children) · Watch on YouTube

youtube_video qHhEEJCLu_8 · row qHhEEJCLu_8

LAION-DISCO-12M

Tomo Ari Ghetto (DXD)

Listed as Swag Toof – Tomo Ari Ghetto (DXD) (Dreamkillers Purple Tape) · Watch on YouTube

youtube_video tFvfbW4a2f4 · row tFvfbW4a2f4

LAION-DISCO-12M

Thick As Thieves (feat. Mummz)

Listed as Swag Toof – Thick As Thieves (feat. Mummz) (Harlems Adopted Children) · Watch on YouTube

youtube_video tlpfTSLlveY · row tlpfTSLlveY

LAION-DISCO-12M

Interlude (DXD)

Listed as Swag Toof – Interlude (DXD) (Harlems Adopted Children X) · Watch on YouTube

youtube_video vTgzzaoP6Fg · row vTgzzaoP6Fg

LAION-DISCO-12M

Michael Jackson Perm

Listed as Swag Toof – Michael Jackson Perm (Dreamkillers) · Watch on YouTube

youtube_video xAVMDbjtumw · row xAVMDbjtumw

LAION-DISCO-12M

Homage (DXD)

Listed as Swag Toof – Homage (DXD) (Dreamkillers Purple Tape) · Watch on YouTube

youtube_video xHXouXj9f3U · row xHXouXj9f3U

LAION-DISCO-12M

On My Shit (DXD)

Listed as Swag Toof – On My Shit (DXD) (Dreamkillers Purple Tape) · Watch on YouTube

youtube_video yKam03uKWTo · row yKam03uKWTo

LAION-DISCO-12M

HU$h (DXD)

Listed as Swag Toof – HU$h (DXD) (Dreamkillers Purple Tape) · Watch on YouTube

youtube_video yvNlSwiA4fg · row yvNlSwiA4fg

LAION-DISCO-12M

Change Up (DXD) (feat. Gem Cutz)

Listed as Swag Toof – Change Up (DXD) (feat. Gem Cutz) (Harlems Adopted Children X) · Watch on YouTube

youtube_video zRi3I_wUKpI · row zRi3I_wUKpI

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.