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 Somersault (Danger Mouse Remix), ? (feat. Kurious), The Original (Remix) (Instrumental)

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.

Somersault (Danger Mouse Remix)

Listed as Zero 7, MF DOOM, Sia, Danger Mouse – Somersault (Danger Mouse Remix) (When It Falls (Special Edition)) · Watch on YouTube

youtube_video 0EZCDwFO_-4 · row 0EZCDwFO_-4

LAION-DISCO-12M

? (feat. Kurious)

Listed as MF DOOM, MF Grimm – ? (feat. Kurious) (Best of Mf) · Watch on YouTube

youtube_video 0qrxuW4qLgw · row 0qrxuW4qLgw

LAION-DISCO-12M

The Original (Remix) (Instrumental)

Listed as MF DOOM, MF GRIMM – The Original (Remix) (Instrumental) (Mf EP) · Watch on YouTube

youtube_video 1awoH4qsePY · row 1awoH4qsePY

LAION-DISCO-12M

Impostas

Listed as MF DOOM, MF GRIMM – Impostas (Mf EP) · Watch on YouTube

youtube_video 32_S_knFDJg · row 32_S_knFDJg

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Omterlude, Pt. 2. (Edit)

Listed as MF DOOM, Bishop Nehru – Omterlude, Pt. 2. (Edit) (NEHRUVIANDOOM (REDUX)) · Watch on YouTube

youtube_video 5oq6Yb-sDLA · row 5oq6Yb-sDLA

LAION-DISCO-12M

Coming for You (Edit)

Listed as MF DOOM, Bishop Nehru – Coming for You (Edit) (NEHRUVIANDOOM (REDUX)) · Watch on YouTube

youtube_video 6BNQ0jnzuEs · row 6BNQ0jnzuEs

LAION-DISCO-12M

Dedicated (Instrumental)

Listed as MF DOOM, MF GRIMM – Dedicated (Instrumental) (Mf EP) · Watch on YouTube

youtube_video 6NLR8kYpFyM · row 6NLR8kYpFyM

LAION-DISCO-12M

Dedicated

Listed as MF DOOM, MF GRIMM – Dedicated (Mf EP) · Watch on YouTube

youtube_video 7LH0ENLU71s · row 7LH0ENLU71s

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Mean the Most (Edit)

Listed as MF DOOM, Bishop Nehru – Mean the Most (Edit) (NEHRUVIANDOOM (REDUX)) · Watch on YouTube

youtube_video 7rJOgw2OOiA · row 7rJOgw2OOiA

LAION-DISCO-12M

Disastrous (Edit)

Listed as MF DOOM, Bishop Nehru – Disastrous (Edit) (NEHRUVIANDOOM (REDUX)) · Watch on YouTube

youtube_video 9f8BLgEb7lg · row 9f8BLgEb7lg

LAION-DISCO-12M

Dropout Boogie

Listed as Your Old Droog, MF DOOM – Dropout Boogie (Dropout Boogie) · Watch on YouTube

youtube_video AUsVrPyC5-0 · row AUsVrPyC5-0

LAION-DISCO-12M

Money on My Brain (feat. B-1 & Kool G Rap)

Listed as MF DOOM, MF Grimm – Money on My Brain (feat. B-1 & Kool G Rap) (Best of Mf) · Watch on YouTube

youtube_video AY24TL0f7PU · row AY24TL0f7PU

LAION-DISCO-12M

Orris Foot Powder

Listed as MF DOOM – Orris Foot Powder (Special Herbs Vol. 9 & 0) · Watch on YouTube

youtube_video ByIeUSF3O30 · row ByIeUSF3O30

LAION-DISCO-12M

Space Ho's (Madlib Remix)

Listed as DANGERDOOM, MF DOOM, Danger Mouse – Space Ho's (Madlib Remix) (THE MOUSE & THE MASK) · Watch on YouTube

youtube_video DJsDziGWC7o · row DJsDziGWC7o

LAION-DISCO-12M

Sniper Elite

Listed as J Dilla, MF Doom – Sniper Elite (Sniperlite) · Watch on YouTube

youtube_video DtiJs1bDmHo · row DtiJs1bDmHo

LAION-DISCO-12M

Project Jazz

Listed as Hell Razah, Talib Kweli, MF DOOM – Project Jazz (Renaissance Child) · Watch on YouTube

youtube_video EJKsytNG-RA · row EJKsytNG-RA

LAION-DISCO-12M

Agrimony

Listed as MF DOOM – Agrimony (Metal Fingers Presents: Special Herbs Vol. 3 & 4) · Watch on YouTube

youtube_video ELuiAb7h66k · row ELuiAb7h66k

LAION-DISCO-12M

Potholderz (feat. Count Bass D)

Listed as MF DOOM, MF Grimm – Potholderz (feat. Count Bass D) (Best of Mf) · Watch on YouTube

youtube_video GXj9uoBHM0c · row GXj9uoBHM0c

LAION-DISCO-12M

Break 'Em Off (Instrumental)

Listed as MF DOOM, MF GRIMM – Break 'Em Off (Instrumental) (Mf EP) · Watch on YouTube

youtube_video Jlnc483GPmY · row Jlnc483GPmY

LAION-DISCO-12M

So Alone (Edit)

Listed as MF DOOM, Bishop Nehru – So Alone (Edit) (NEHRUVIANDOOM (REDUX)) · Watch on YouTube

youtube_video KZ9BvYn7GXo · row KZ9BvYn7GXo

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Doomsday (Remix)

Listed as MF DOOM, MF GRIMM – Doomsday (Remix) (Mf EP) · Watch on YouTube

youtube_video KfvsM9hQeCE · row KfvsM9hQeCE

LAION-DISCO-12M

Darkness (Edit)

Listed as MF DOOM, Bishop Nehru – Darkness (Edit) (NEHRUVIANDOOM (REDUX)) · Watch on YouTube

youtube_video MOq0s9G-Uyg · row MOq0s9G-Uyg

LAION-DISCO-12M

Teach the Babies (Muneshine Remix)

Listed as MF DOOM, MF Grimm – Teach the Babies (Muneshine Remix) (Best of Mf) · Watch on YouTube

youtube_video PwNz-j4opcc · row PwNz-j4opcc

LAION-DISCO-12M

The Original

Listed as MF DOOM, MF GRIMM – The Original (Mf EP) · Watch on YouTube

youtube_video TtOQXwmgy08 · row TtOQXwmgy08

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Get-U-Now

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

youtube_video V5DKSlDBcIs · row V5DKSlDBcIs

LAION-DISCO-12M

Beef Rap

Listed as MF DOOM, MF Grimm – Beef Rap (Best of Mf) · Watch on YouTube

youtube_video VdDfeMVbTOs · row VdDfeMVbTOs

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Doomsday

Listed as MF DOOM, MF Grimm – Doomsday (Best of Mf) · Watch on YouTube

youtube_video Y0HLP7HHMR8 · row Y0HLP7HHMR8

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First Day of Class (Edit)

Listed as MF DOOM, Bishop Nehru – First Day of Class (Edit) (NEHRUVIANDOOM (REDUX)) · Watch on YouTube

youtube_video YfX_H46nFs8 · row YfX_H46nFs8

LAION-DISCO-12M

Great Things (Edit)

Listed as MF DOOM, Bishop Nehru – Great Things (Edit) (NEHRUVIANDOOM (REDUX)) · Watch on YouTube

youtube_video b9nl3DC-9Co · row b9nl3DC-9Co

LAION-DISCO-12M

Young World

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

youtube_video bij0bp1aoIk · row bij0bp1aoIk

LAION-DISCO-12M

The Original (Remix)

Listed as MF DOOM, MF GRIMM – The Original (Remix) (Mf EP) · Watch on YouTube

youtube_video cei6T7j7LBE · row cei6T7j7LBE

LAION-DISCO-12M

No Snakes Alive (feat. King Ghidra, Jet Jaguar & Rodan)

Listed as MF DOOM, MF GRIMM – No Snakes Alive (feat. King Ghidra, Jet Jaguar & Rodan) (Mf EP) · Watch on YouTube

youtube_video ch3xfZsmMTg · row ch3xfZsmMTg

LAION-DISCO-12M

The Original (Instrumental)

Listed as MF DOOM, MF GRIMM – The Original (Instrumental) (Mf EP) · Watch on YouTube

youtube_video dWZs4LXnfQc · row dWZs4LXnfQc

LAION-DISCO-12M

Sumac Berries

Listed as MF DOOM – Sumac Berries (Metal Fingers Presents: Special Herbs, Vol. 1 & 2) · Watch on YouTube

youtube_video dfhCMtWAtAU · row dfhCMtWAtAU

LAION-DISCO-12M

Tick, Tick...

Listed as MF Doom, MF Grimm – Tick, Tick... (Tick, Tick...) · Watch on YouTube

youtube_video diu2TZb8ixY · row diu2TZb8ixY

LAION-DISCO-12M

No Snakes Alive (Instrumental)

Listed as MF DOOM, MF GRIMM – No Snakes Alive (Instrumental) (Mf EP) · Watch on YouTube

youtube_video eeA9uvx2pUo · row eeA9uvx2pUo

LAION-DISCO-12M

2 Stings

Listed as Westside Gunn, MF DOOM – 2 Stings (WestSide Doom) · Watch on YouTube

youtube_video hH5thF4hi74 · row hH5thF4hi74

LAION-DISCO-12M

Buckeyes

Listed as MF DOOM – Buckeyes (Special Herbs Vol. 7 & 8) · Watch on YouTube

youtube_video iaGxEky7G1g · row iaGxEky7G1g

LAION-DISCO-12M

Doomsday (Remix) (Instrumental)

Listed as MF DOOM, MF GRIMM – Doomsday (Remix) (Instrumental) (Mf EP) · Watch on YouTube

youtube_video k5ZmonKfvBY · row k5ZmonKfvBY

LAION-DISCO-12M

Black Snake Root

Listed as MF DOOM – Black Snake Root (Special Herbs Vol. 5 & 6) · Watch on YouTube

youtube_video k6nhIWRfhsQ · row k6nhIWRfhsQ

LAION-DISCO-12M

Om (Edit)

Listed as MF DOOM, Bishop Nehru – Om (Edit) (NEHRUVIANDOOM (REDUX)) · Watch on YouTube

youtube_video k94WcreE1ZI · row k94WcreE1ZI

LAION-DISCO-12M

People, Places & Things (feat. Chubb Rock, Wordsworth & Prince Paul)

Listed as MF DOOM, MF Grimm – People, Places & Things (feat. Chubb Rock, Wordsworth & Prince Paul) (Best of Mf) · Watch on YouTube

youtube_video li7DGo-5NwE · row li7DGo-5NwE

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Mic Line

Listed as MF DOOM, MF Grimm – Mic Line (Best of Mf) · Watch on YouTube

youtube_video mFuT7hHLJrM · row mFuT7hHLJrM

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MORE RHYMIN

Listed as MF DOOM – MORE RHYMIN (BORN LIKE THIS) · Watch on YouTube

youtube_video mrqyDxSskVM · row mrqyDxSskVM

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What a Niggy Know (Remix)

Listed as MF Doom, MF Grimm – What a Niggy Know (Remix) (Tick, Tick...) · Watch on YouTube

youtube_video nCXjnnVwO7I · row nCXjnnVwO7I

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Impostas (Instrumental)

Listed as MF DOOM, MF GRIMM – Impostas (Instrumental) (Mf EP) · Watch on YouTube

youtube_video od-ZkcB02mI · row od-ZkcB02mI

LAION-DISCO-12M

Break 'Em Off

Listed as MF DOOM, MF GRIMM – Break 'Em Off (Mf EP) · Watch on YouTube

youtube_video p6ptYTP9koM · row p6ptYTP9koM

LAION-DISCO-12M

Phantoms (feat. Open Mike Eagle & Kendra Morris)

Listed as Czarface, MF DOOM – Phantoms (feat. Open Mike Eagle & Kendra Morris) (Czarface Meets Metal Face) · Watch on YouTube

youtube_video qDTWhWnh_O4 · row qDTWhWnh_O4

LAION-DISCO-12M

Baby Bust It (feat. Kurious, Kadi & DJ Lord Sear)

Listed as MF DOOM, MF Grimm – Baby Bust It (feat. Kurious, Kadi & DJ Lord Sear) (Best of Mf) · Watch on YouTube

youtube_video w2HmlKjcmHI · row w2HmlKjcmHI

LAION-DISCO-12M

It Ain't Nutthin' (feat. Herbaliser)

Listed as MF DOOM, MF Grimm – It Ain't Nutthin' (feat. Herbaliser) (Best of Mf) · Watch on YouTube

youtube_video zS2mLVzQehM · row zS2mLVzQehM

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.