Yes. MF DOOM has 308 songs listed in a dataset used to train AI music models.

Used for training 308

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 Sermon, Stop Smokin' That Shit (Instrumental), Black Bastards!

Listed under the artist name 308 songs in LAION-DISCO-12M

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

Sermon

Listed as Madvillain, Madlib, MF Doom – Sermon (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video -UMKEyL79JQ · row -UMKEyL79JQ

LAION-DISCO-12M

Stop Smokin' That Shit (Instrumental)

Listed as KMD, MF DOOM – Stop Smokin' That Shit (Instrumental) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video 0piwJ2sZQeA · row 0piwJ2sZQeA

LAION-DISCO-12M

Black Bastards!

Listed as KMD, MF DOOM – Black Bastards! (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video 1Asmi0BlnIc · row 1Asmi0BlnIc

LAION-DISCO-12M

Can't Reform Em

Listed as Madvillain, Madlib, MF Doom – Can't Reform Em (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video 1Z8KLIhgiS0 · row 1Z8KLIhgiS0

LAION-DISCO-12M

Contact Blitz (Instrumental)

Listed as KMD, MF DOOM – Contact Blitz (Instrumental) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video 4a3_TZ2fBho · row 4a3_TZ2fBho

LAION-DISCO-12M

Popcorn (Instrumental)

Listed as KMD, MF DOOM – Popcorn (Instrumental) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video 9GVNKcDSAlU · row 9GVNKcDSAlU

LAION-DISCO-12M

Popcorn (Ruffs + Rares)

Listed as KMD, MF DOOM – Popcorn (Ruffs + Rares) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video 9WZp2UGua2U · row 9WZp2UGua2U

LAION-DISCO-12M

Butter King Jewels

Listed as Madvillain, Madlib, MF Doom – Butter King Jewels (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video A4C6WtsHhKo · row A4C6WtsHhKo

LAION-DISCO-12M

Scene Three

Listed as Madvillain, MF Doom, Madlib – Scene Three (Curls & All Caps) · Watch on YouTube

youtube_video Ae4JV8m9qJY · row Ae4JV8m9qJY

LAION-DISCO-12M

Cold One

Listed as Madvillain, Madlib, MF Doom – Cold One (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video E6ftqvxngSs · row E6ftqvxngSs

LAION-DISCO-12M

Fluid (Instrumental)

Listed as Madvillain, Madlib, MF Doom – Fluid (Instrumental) (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video EpkSq7wWHqg · row EpkSq7wWHqg

LAION-DISCO-12M

America's Most Blunted

Listed as Madvillain, MF Doom, Madlib, Quasimoto – America's Most Blunted (Money Folder / America's Most Blunted) · Watch on YouTube

youtube_video Fw_qKG1xe_8 · row Fw_qKG1xe_8

LAION-DISCO-12M

Get You Now (Ruffs + Rares)

Listed as KMD, MF DOOM – Get You Now (Ruffs + Rares) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video HD5ffh8T9Ts · row HD5ffh8T9Ts

LAION-DISCO-12M

Running Around with Another

Listed as Madvillain, Madlib, MF Doom – Running Around with Another (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video N0O0r8eq3wo · row N0O0r8eq3wo

LAION-DISCO-12M

It Sounded Like A Roc

Listed as KMD, MF DOOM – It Sounded Like A Roc (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video OjaC5lb_EGU · row OjaC5lb_EGU

LAION-DISCO-12M

Stop Smokin' That Shit (Vocal)

Listed as KMD, MF DOOM – Stop Smokin' That Shit (Vocal) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video PIydavbQleY · row PIydavbQleY

LAION-DISCO-12M

What A Nigga Know? (LP Instrumental)

Listed as KMD, MF DOOM – What A Nigga Know? (LP Instrumental) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video PNlzm9F69eA · row PNlzm9F69eA

LAION-DISCO-12M

F*@# Wit' Ya Head!!

Listed as KMD, MF DOOM – F*@# Wit' Ya Head!! (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video SZqN6iccleU · row SZqN6iccleU

LAION-DISCO-12M

Contact Blitz (Ruffs + Rares)

Listed as KMD, MF DOOM – Contact Blitz (Ruffs + Rares) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video V0lmynBeI-0 · row V0lmynBeI-0

LAION-DISCO-12M

It Sounded Like A Roc (Vocal)

Listed as KMD, MF DOOM – It Sounded Like A Roc (Vocal) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video Y4ec4Poj_0Y · row Y4ec4Poj_0Y

LAION-DISCO-12M

Constipated Monkey

Listed as KMD, MF DOOM – Constipated Monkey (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video ZVfrUg67vPA · row ZVfrUg67vPA

LAION-DISCO-12M

Never Go Pop

Listed as Madvillain, Madlib, MF Doom – Never Go Pop (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video Z_3XuHrg7Q8 · row Z_3XuHrg7Q8

LAION-DISCO-12M

Contact Blitz

Listed as KMD, MF DOOM – Contact Blitz (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video Zc04xEzlMyw · row Zc04xEzlMyw

LAION-DISCO-12M

Garbage Day III (Instrumental)

Listed as KMD, MF DOOM – Garbage Day III (Instrumental) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video _8gdS8fKs_o · row _8gdS8fKs_o

LAION-DISCO-12M

Heat Niner

Listed as Madvillain, Madlib, MF Doom – Heat Niner (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video c5lD44blsrs · row c5lD44blsrs

LAION-DISCO-12M

Constipated Monkey (Q3 Album Version)

Listed as KMD, MF DOOM – Constipated Monkey (Q3 Album Version) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video fz-OQjAyc8s · row fz-OQjAyc8s

LAION-DISCO-12M

Constipated Monkey (LP Instrumental)

Listed as KMD, MF DOOM – Constipated Monkey (LP Instrumental) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video gPD9YjQjUb0 · row gPD9YjQjUb0

LAION-DISCO-12M

Get You Now (Instrumental)

Listed as KMD, MF DOOM – Get You Now (Instrumental) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video gRwYUY5aBBI · row gRwYUY5aBBI

LAION-DISCO-12M

No Brain

Listed as Madvillain, Madlib, MF Doom – No Brain (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video mDzJWeKRphw · row mDzJWeKRphw

LAION-DISCO-12M

The Illest Villains (Remix)

Listed as Madvillain, MF Doom, Madlib – The Illest Villains (Remix) (Curls & All Caps) · Watch on YouTube

youtube_video mKRdHy3riso · row mKRdHy3riso

LAION-DISCO-12M

Invazion (Interlude)

Listed as Madvillain, Madlib, MF Doom – Invazion (Interlude) (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video nCzvWVfjS90 · row nCzvWVfjS90

LAION-DISCO-12M

Smokin' That S*@%!

Listed as KMD, MF DOOM – Smokin' That S*@%! (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video n_o-8vqph0U · row n_o-8vqph0U

LAION-DISCO-12M

Drainos

Listed as Madvillain, Madlib, MF Doom – Drainos (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video nnzuMsltuwg · row nnzuMsltuwg

LAION-DISCO-12M

Monkey Suit

Listed as Madvillain, Madlib, MF Doom – Monkey Suit (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video ox4VUOFMWKw · row ox4VUOFMWKw

LAION-DISCO-12M

Fire In The Hole

Listed as Madvillain, Madlib, MF Doom – Fire In The Hole (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video pggqgTpNWCc · row pggqgTpNWCc

LAION-DISCO-12M

Plumskinnz (Oh No I Don't Believe It)

Listed as KMD, MF DOOM – Plumskinnz (Oh No I Don't Believe It) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video qgAwDor843U · row qgAwDor843U

LAION-DISCO-12M

Money Folder (Remix)

Listed as Madvillain, MF Doom, Madlib – Money Folder (Remix) (Money Folder / America's Most Blunted) · Watch on YouTube

youtube_video qlsH-C1A5qI · row qlsH-C1A5qI

LAION-DISCO-12M

It Sounded Like A Rock (Instrumental)

Listed as KMD, MF DOOM – It Sounded Like A Rock (Instrumental) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video rIm3cntg85k · row rIm3cntg85k

LAION-DISCO-12M

Garbage Day #3

Listed as KMD, MF DOOM – Garbage Day #3 (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video su0_Kws1Jsc · row su0_Kws1Jsc

LAION-DISCO-12M

Light of the Past

Listed as Madvillain, Madlib, MF Doom – Light of the Past (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video tFcnYceWwHQ · row tFcnYceWwHQ

LAION-DISCO-12M

Sweet Premium Wine (Ruffs + Rares)

Listed as KMD, MF DOOM – Sweet Premium Wine (Ruffs + Rares) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video tyrVFcj7fug · row tyrVFcj7fug

LAION-DISCO-12M

Plumskinnz (Loose Hoe, God & Cupid)

Listed as KMD, MF DOOM – Plumskinnz (Loose Hoe, God & Cupid) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video u0OJtxVftAU · row u0OJtxVftAU

LAION-DISCO-12M

What A Nigga Know (Q3 Album Version)

Listed as KMD, MF DOOM – What A Nigga Know (Q3 Album Version) (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video umFQc3oWjPo · row umFQc3oWjPo

LAION-DISCO-12M

Boulder Holder

Listed as Madvillain, Madlib, MF Doom – Boulder Holder (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video v49KkCbftKc · row v49KkCbftKc

LAION-DISCO-12M

Pow! (Intro)

Listed as Madvillain, Madlib, MF Doom – Pow! (Intro) (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video wQEIuJIew6Y · row wQEIuJIew6Y

LAION-DISCO-12M

Suspended Animation

Listed as KMD, MF DOOM – Suspended Animation (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video wtfVzY06vVI · row wtfVzY06vVI

LAION-DISCO-12M

Gimme

Listed as KMD, MF DOOM – Gimme (Black Bastards (Deluxe Edition)) · Watch on YouTube

youtube_video xTuKw5qzW-M · row xTuKw5qzW-M

LAION-DISCO-12M

Pearls

Listed as Madvillain, Madlib, MF Doom – Pearls (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video xr_MgHHPSZs · row xr_MgHHPSZs

LAION-DISCO-12M

Savage Beast (Instrumental)

Listed as Madvillain, Madlib, MF Doom – Savage Beast (Instrumental) (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video xtSnqMYUyno · row xtSnqMYUyno

LAION-DISCO-12M

Roller Coaster Riders (Instrumental)

Listed as Madvillain, Madlib, MF Doom – Roller Coaster Riders (Instrumental) (Madvillainy 2: The Madlib Remix) · Watch on YouTube

youtube_video y-EZHqjEB7Q · row y-EZHqjEB7Q

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.