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 DOOM Unto Others, Astral Traveling (feat. Vinnie Paz), Stun Gun

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.

DOOM Unto Others

Listed as Czarface, MF DOOM – DOOM Unto Others (Super What?) · Watch on YouTube

youtube_video 1iKCX0U7XRc · row 1iKCX0U7XRc

LAION-DISCO-12M

Astral Traveling (feat. Vinnie Paz)

Listed as Czarface, MF DOOM – Astral Traveling (feat. Vinnie Paz) (Czarface Meets Metal Face) · Watch on YouTube

youtube_video 1zmR5PVc55I · row 1zmR5PVc55I

LAION-DISCO-12M

Stun Gun

Listed as Czarface, MF DOOM – Stun Gun (Czarface Meets Metal Face) · Watch on YouTube

youtube_video 4BsHWeo8zWg · row 4BsHWeo8zWg

LAION-DISCO-12M

Money Folder (Remix Instrumental)

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

youtube_video 4jffGkn6sEQ · row 4jffGkn6sEQ

LAION-DISCO-12M

Meddle with Metal (7l's Nytyme Mix)

Listed as Czarface, MF DOOM – Meddle with Metal (7l's Nytyme Mix) (Man's Worst Enemy) · Watch on YouTube

youtube_video 60eOsVLHd0Y · row 60eOsVLHd0Y

LAION-DISCO-12M

Guv'nor (prod. BADBADNOTGOOD)

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Guv'nor (prod. BADBADNOTGOOD) (Bookhead) · Watch on YouTube

youtube_video 6G4JOzR3VRI · row 6G4JOzR3VRI

LAION-DISCO-12M

Cold One (Reprise)

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

youtube_video 9RNaZcQ3PKA · row 9RNaZcQ3PKA

LAION-DISCO-12M

Retarded Fren (Thom Yorke & Jonny Greeenwood Version)

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Retarded Fren (Thom Yorke & Jonny Greeenwood Version) (Bookhead) · Watch on YouTube

youtube_video 9fXlDvXWm_I · row 9fXlDvXWm_I

LAION-DISCO-12M

Redd Spot (Interlude)

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

youtube_video Adp0vzVC23o · row Adp0vzVC23o

LAION-DISCO-12M

Snatch That Dough

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Snatch That Dough (Key to the Kuffs (Redux)) · Watch on YouTube

youtube_video B_da25mRspM · row B_da25mRspM

LAION-DISCO-12M

Bomb Thrown (Instrumental)

Listed as Czarface, MF DOOM – Bomb Thrown (Instrumental) (Czarface Meets Metal Face (Instrumentals)) · Watch on YouTube

youtube_video C1N_Jy08y6U · row C1N_Jy08y6U

LAION-DISCO-12M

A Name to the Face

Listed as Czarface, MF DOOM – A Name to the Face (Super What?) · Watch on YouTube

youtube_video CVHw2Kha_mc · row CVHw2Kha_mc

LAION-DISCO-12M

Jason & The Czargonauts (feat. Del The Funky Homosapien)

Listed as Czarface, MF DOOM – Jason & The Czargonauts (feat. Del The Funky Homosapien) (Super What?) · Watch on YouTube

youtube_video EbqBpiQYPeA · row EbqBpiQYPeA

LAION-DISCO-12M

GAZZILLION EAR (DR WHO DAT? REMIX)

Listed as MF DOOM, Jneiro Jarel – GAZZILLION EAR (DR WHO DAT? REMIX) (BORN LIKE THIS) · Watch on YouTube

youtube_video EwFMjqi7N6s · row EwFMjqi7N6s

LAION-DISCO-12M

Phantoms (Instrumental)

Listed as Czarface, MF DOOM – Phantoms (Instrumental) (Czarface Meets Metal Face (Instrumentals)) · Watch on YouTube

youtube_video G53kaw0hRUE · row G53kaw0hRUE

LAION-DISCO-12M

Banished

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Banished (Key to the Kuffs) · Watch on YouTube

youtube_video HwXGnDBIds4 · row HwXGnDBIds4

LAION-DISCO-12M

Winter Blues

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Winter Blues (Key to the Kuffs) · Watch on YouTube

youtube_video I2kRWHMiE5o · row I2kRWHMiE5o

LAION-DISCO-12M

Banished (Beck Remix)

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Banished (Beck Remix) (Bookhead) · Watch on YouTube

youtube_video OfnBSkxoK6M · row OfnBSkxoK6M

LAION-DISCO-12M

Rhymin Slang (Dave Sitek Remix)

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Rhymin Slang (Dave Sitek Remix) (Bookhead) · Watch on YouTube

youtube_video RaUbP5HSb6Q · row RaUbP5HSb6Q

LAION-DISCO-12M

Bite the Thong (Edit) (feat. Damon Albarn)

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Bite the Thong (Edit) (feat. Damon Albarn) (Key to the Kuffs (Redux)) · Watch on YouTube

youtube_video RleXDq0olm4 · row RleXDq0olm4

LAION-DISCO-12M

Sleeping Dogs

Listed as Czarface, MF DOOM – Sleeping Dogs (Czarface Meets Metal Face) · Watch on YouTube

youtube_video SLH9RTVNeKU · row SLH9RTVNeKU

LAION-DISCO-12M

Take Your Medicine

Listed as Czarface, MF DOOM – Take Your Medicine (Czarface Meets Metal Face) · Watch on YouTube

youtube_video SQtbkM715fg · row SQtbkM715fg

LAION-DISCO-12M

MF Czar

Listed as Czarface, MF DOOM – MF Czar (Czarface Meets Metal Face) · Watch on YouTube

youtube_video TbrdS_gAY74 · row TbrdS_gAY74

LAION-DISCO-12M

Iron Rose (Skylab 3 Remix)

Listed as Cannibal Ox, Skylab 3, MF Doom – Iron Rose (Skylab 3 Remix) (Iron Rose (Skylab 3 Remix)) · Watch on YouTube

youtube_video TfszpYunW6Q · row TfszpYunW6Q

LAION-DISCO-12M

Pause Tape

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Pause Tape (Bookhead) · Watch on YouTube

youtube_video X-UFA_Wjjro · row X-UFA_Wjjro

LAION-DISCO-12M

Chinatown Wars (Instrumental)

Listed as Ghostface Killah, MF DOOM – Chinatown Wars (Instrumental) (Grand Theft Auto: Chinatown Wars) · Watch on YouTube

youtube_video Y27yr9ehxCM · row Y27yr9ehxCM

LAION-DISCO-12M

Nautical Depth (Instrumental)

Listed as Czarface, MF DOOM – Nautical Depth (Instrumental) (Czarface Meets Metal Face (Instrumentals)) · Watch on YouTube

youtube_video YaQAZj5j8Gg · row YaQAZj5j8Gg

LAION-DISCO-12M

Assassination Day

Listed as DJ Muggs, MF DOOM, Kool G Rap – Assassination Day (MUGGS X DOOM) · Watch on YouTube

youtube_video _MXPsbZFqRw · row _MXPsbZFqRw

LAION-DISCO-12M

Wash Your Hands

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Wash Your Hands (Key to the Kuffs) · Watch on YouTube

youtube_video abgEDFkDByM · row abgEDFkDByM

LAION-DISCO-12M

So Strange (feat. Godforbid)

Listed as Czarface, MF DOOM – So Strange (feat. Godforbid) (Super What?) · Watch on YouTube

youtube_video b3mEy8STrOA · row b3mEy8STrOA

LAION-DISCO-12M

Close Talker

Listed as Czarface, MF DOOM – Close Talker (Czarface Meets Metal Face) · Watch on YouTube

youtube_video bqmindNc6bM · row bqmindNc6bM

LAION-DISCO-12M

You Masked for It

Listed as Czarface, MF DOOM – You Masked for It (Czarface Meets Metal Face) · Watch on YouTube

youtube_video dvM1wffrkGI · row dvM1wffrkGI

LAION-DISCO-12M

GMO (feat. Beth Gibbons)

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – GMO (feat. Beth Gibbons) (Key to the Kuffs) · Watch on YouTube

youtube_video eKvhlQyCnCc · row eKvhlQyCnCc

LAION-DISCO-12M

Bookhead

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Bookhead (Bookhead) · Watch on YouTube

youtube_video eiaoJshgP1Q · row eiaoJshgP1Q

LAION-DISCO-12M

Borin Convo

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Borin Convo (Key to the Kuffs) · Watch on YouTube

youtube_video f0rlDBFvlPQ · row f0rlDBFvlPQ

LAION-DISCO-12M

Retarded Fren

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Retarded Fren (Key to the Kuffs) · Watch on YouTube

youtube_video gJBW0IFgqUE · row gJBW0IFgqUE

LAION-DISCO-12M

GAZZILLION EAR (JNEIRO JAREL / DAVE SITEK REMIX)

Listed as MF DOOM, Jneiro Jarel – GAZZILLION EAR (JNEIRO JAREL / DAVE SITEK REMIX) (BORN LIKE THIS) · Watch on YouTube

youtube_video hOWQ5wDAObs · row hOWQ5wDAObs

LAION-DISCO-12M

The Key Is

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – The Key Is (Key to the Kuffs (Redux)) · Watch on YouTube

youtube_video hR065Xqa_DY · row hR065Xqa_DY

LAION-DISCO-12M

Confucius Spot (Interlude)

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

youtube_video iK6HwHT70q4 · row iK6HwHT70q4

LAION-DISCO-12M

Badness of Madness

Listed as Czarface, MF DOOM – Badness of Madness (Czarface Meets Metal Face) · Watch on YouTube

youtube_video kCMDHIuCYUk · row kCMDHIuCYUk

LAION-DISCO-12M

Waterlogged

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Waterlogged (Key to the Kuffs (Redux)) · Watch on YouTube

youtube_video kCPff5W0YV0 · row kCPff5W0YV0

LAION-DISCO-12M

Meddle with Metal (Instrumental)

Listed as Czarface, MF DOOM – Meddle with Metal (Instrumental) (Czarface Meets Metal Face (Instrumentals)) · Watch on YouTube

youtube_video kqe2vbKGRCs · row kqe2vbKGRCs

LAION-DISCO-12M

Captain Crunch

Listed as Czarface, MF DOOM – Captain Crunch (Czarface Meets Metal Face) · Watch on YouTube

youtube_video oOkSbqovRV0 · row oOkSbqovRV0

LAION-DISCO-12M

You Understand What I’m Sayin‘?

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – You Understand What I’m Sayin‘? (Key to the Kuffs (Redux)) · Watch on YouTube

youtube_video pmvedABy1as · row pmvedABy1as

LAION-DISCO-12M

Nautical Depth

Listed as Czarface, MF DOOM – Nautical Depth (Nautical Depth) · Watch on YouTube

youtube_video qsk5hz4wbUk · row qsk5hz4wbUk

LAION-DISCO-12M

Captain Brunch

Listed as Czarface, MF DOOM – Captain Brunch (Czarface Meets Metal Face) · Watch on YouTube

youtube_video t2_s6lGc-Wk · row t2_s6lGc-Wk

LAION-DISCO-12M

Rhymin Slang

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Rhymin Slang (Key to the Kuffs) · Watch on YouTube

youtube_video u1HSomY6sUQ · row u1HSomY6sUQ

LAION-DISCO-12M

Don't Spoil It

Listed as Czarface, MF DOOM – Don't Spoil It (Czarface Meets Metal Face) · Watch on YouTube

youtube_video yDnbmBVTnZQ · row yDnbmBVTnZQ

LAION-DISCO-12M

Forever People (Instrumental)

Listed as Czarface, MF DOOM – Forever People (Instrumental) (Czarface Meets Metal Face (Instrumentals)) · Watch on YouTube

youtube_video zBfsDVK1gg8 · row zBfsDVK1gg8

LAION-DISCO-12M

Viberian Son (feat. Del The Funky Homosapien)

Listed as JJ DOOM, MF DOOM, Jneiro Jarel – Viberian Son (feat. Del The Funky Homosapien) (Key to the Kuffs (Redux)) · Watch on YouTube

youtube_video zlzIUU3ZZ-M · row zlzIUU3ZZ-M

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.