Yes. Sam D. has 125 songs listed in a dataset used to train AI music models.

Used for training 125

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 The Incredible Imbecil Vs. Lord Dopeness, Drowning in My Own Chaos, Love and Contradictions

Listed under the artist name 125 songs in LAION-DISCO-12M

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

The Incredible Imbecil Vs. Lord Dopeness

Listed as Sam D. – The Incredible Imbecil Vs. Lord Dopeness (The Incredible Imbecil Saga) · Watch on YouTube

youtube_video -d8MC22rKi8 · row -d8MC22rKi8

LAION-DISCO-12M

Drowning in My Own Chaos

Listed as Sam D. – Drowning in My Own Chaos (Drowning in My Own Chaos) · Watch on YouTube

youtube_video 03a9-Ignqhc · row 03a9-Ignqhc

LAION-DISCO-12M

Love and Contradictions

Listed as Sam D. – Love and Contradictions (Down To Party (Deluxe Edition)) · Watch on YouTube

youtube_video 0E8AV2hzBLc · row 0E8AV2hzBLc

LAION-DISCO-12M

James Dean

Listed as Sam D. – James Dean (Official Sam D.) · Watch on YouTube

youtube_video 13GYU-TV8Qg · row 13GYU-TV8Qg

LAION-DISCO-12M

Challenge Day

Listed as Sam D. – Challenge Day (Challenge Day) · Watch on YouTube

youtube_video 2MCOkDaaxvQ · row 2MCOkDaaxvQ

LAION-DISCO-12M

Too Cold

Listed as Sam D. – Too Cold (Too Cold) · Watch on YouTube

youtube_video 7akqdRgcTRo · row 7akqdRgcTRo

LAION-DISCO-12M

Vibe Killer

Listed as Sam D. – Vibe Killer (N.E.O.N.) · Watch on YouTube

youtube_video 8gTcA2lr4ZY · row 8gTcA2lr4ZY

LAION-DISCO-12M

Don't Go Crazy on Me Now

Listed as Sam D. – Don't Go Crazy on Me Now (N.E.O.N.) · Watch on YouTube

youtube_video CYzi3YZjvOM · row CYzi3YZjvOM

LAION-DISCO-12M

No Words

Listed as Sam D. – No Words (Crown) · Watch on YouTube

youtube_video ENueWpEjTHs · row ENueWpEjTHs

LAION-DISCO-12M

Carry Me to the Asylum I'm Losing It

Listed as Sam D. – Carry Me to the Asylum I'm Losing It (Miles Past Sanity) · Watch on YouTube

youtube_video FPjZcdzSbj8 · row FPjZcdzSbj8

LAION-DISCO-12M

Real Monster

Listed as Sam D. – Real Monster (Real Monster) · Watch on YouTube

youtube_video GB3wwEhAwO0 · row GB3wwEhAwO0

LAION-DISCO-12M

Me and the Rhythm

Listed as Sam D. – Me and the Rhythm (Me and the Rhythm) · Watch on YouTube

youtube_video II8AN-HHRfo · row II8AN-HHRfo

LAION-DISCO-12M

Party

Listed as Sam D. – Party (Down To Party) · Watch on YouTube

youtube_video JWSkUYoLBNQ · row JWSkUYoLBNQ

LAION-DISCO-12M

Crown

Listed as Sam D. – Crown (Crown) · Watch on YouTube

youtube_video Ml3eiEjebV8 · row Ml3eiEjebV8

LAION-DISCO-12M

Withdraws

Listed as Sam D. – Withdraws (Ruler Without Rules) · Watch on YouTube

youtube_video NS1Bi-UnePY · row NS1Bi-UnePY

LAION-DISCO-12M

Throw It Back

Listed as Sam D. – Throw It Back (Official Sam D.) · Watch on YouTube

youtube_video OZQkQ-YvSZw · row OZQkQ-YvSZw

LAION-DISCO-12M

N.E.O.N

Listed as Sam D. – N.E.O.N (N.E.O.N.) · Watch on YouTube

youtube_video QPd4_cc6C7s · row QPd4_cc6C7s

LAION-DISCO-12M

No Competition

Listed as Sam D. – No Competition (Official Sam D.) · Watch on YouTube

youtube_video QZC5Z2-Q7vg · row QZC5Z2-Q7vg

LAION-DISCO-12M

Enter the Antagonist: Lord Dopeness

Listed as Sam D. – Enter the Antagonist: Lord Dopeness (The Incredible Imbecil Saga) · Watch on YouTube

youtube_video SG9zhYvlVN4 · row SG9zhYvlVN4

LAION-DISCO-12M

Sins

Listed as Sam D. – Sins (Ruler Without Rules) · Watch on YouTube

youtube_video SGcbGDJVVew · row SGcbGDJVVew

LAION-DISCO-12M

Rain In Alabasta

Listed as Sam D. – Rain In Alabasta (Down To Party (Deluxe Edition)) · Watch on YouTube

youtube_video SrQeSupcphc · row SrQeSupcphc

LAION-DISCO-12M

Lost

Listed as Sam D. – Lost (Lost) · Watch on YouTube

youtube_video UnGB6OYSafw · row UnGB6OYSafw

LAION-DISCO-12M

Work Sum

Listed as Sam D. – Work Sum (Official Sam D.) · Watch on YouTube

youtube_video XepDXGWNaDQ · row XepDXGWNaDQ

LAION-DISCO-12M

YingYang Twins

Listed as Sam D. – YingYang Twins (Ruler Without Rules) · Watch on YouTube

youtube_video YNBP25aG7fs · row YNBP25aG7fs

LAION-DISCO-12M

The Hero We All Wanted

Listed as Sam D. – The Hero We All Wanted (The Incredible Imbecil Saga) · Watch on YouTube

youtube_video YOE-pAJImFw · row YOE-pAJImFw

LAION-DISCO-12M

Get the Bag

Listed as Vee Aye, Sam D – Get the Bag (Get the Bag) · Watch on YouTube

youtube_video _vukYyjBBx8 · row _vukYyjBBx8

LAION-DISCO-12M

Fuck You Right

Listed as Sam D. – Fuck You Right (Ruler Without Rules) · Watch on YouTube

youtube_video a1R-tS9Uz7E · row a1R-tS9Uz7E

LAION-DISCO-12M

She Like It

Listed as Sam D. – She Like It (Down To Party) · Watch on YouTube

youtube_video aHaD0Vt-r0k · row aHaD0Vt-r0k

LAION-DISCO-12M

Work Your Body

Listed as Sam D. – Work Your Body (Official Sam D.) · Watch on YouTube

youtube_video bkBCRxEwQkM · row bkBCRxEwQkM

LAION-DISCO-12M

Milf

Listed as Sam D. – Milf (Official Sam D.) · Watch on YouTube

youtube_video cDujl3jpZuw · row cDujl3jpZuw

LAION-DISCO-12M

Harley Quin

Listed as Sam D. – Harley Quin (Ruler Without Rules) · Watch on YouTube

youtube_video dqIU2ROQ9xE · row dqIU2ROQ9xE

LAION-DISCO-12M

Takeover

Listed as Sam D. – Takeover (Official Sam D.) · Watch on YouTube

youtube_video eM3pelTqU4M · row eM3pelTqU4M

LAION-DISCO-12M

Rain In Alabasta

Listed as Sam D. – Rain In Alabasta (Rain In Alabasta) · Watch on YouTube

youtube_video ejhKdZXvOgg · row ejhKdZXvOgg

LAION-DISCO-12M

Stop Look Listen

Listed as Sam D. – Stop Look Listen (Crown) · Watch on YouTube

youtube_video gwkwyT9Qr2M · row gwkwyT9Qr2M

LAION-DISCO-12M

Falling Apart

Listed as Sam D. – Falling Apart (Crown) · Watch on YouTube

youtube_video hDbVdUnXMPg · row hDbVdUnXMPg

LAION-DISCO-12M

Race to Save the People

Listed as Sam D. – Race to Save the People (The Incredible Imbecil Saga) · Watch on YouTube

youtube_video icFrmH6mbDg · row icFrmH6mbDg

LAION-DISCO-12M

Down To Party

Listed as Sam D. – Down To Party (Down To Party) · Watch on YouTube

youtube_video jdQHFolWubU · row jdQHFolWubU

LAION-DISCO-12M

Vices

Listed as Sam D. – Vices (New Dope Era) · Watch on YouTube

youtube_video jxdAVt5cpCU · row jxdAVt5cpCU

LAION-DISCO-12M

Too Live Crew

Listed as Sam D. – Too Live Crew (Official Sam D.) · Watch on YouTube

youtube_video lRl00JAF6ac · row lRl00JAF6ac

LAION-DISCO-12M

Winners Circle

Listed as Sam D. – Winners Circle (Ruler Without Rules) · Watch on YouTube

youtube_video nYWq20H5CV4 · row nYWq20H5CV4

LAION-DISCO-12M

Supreme Ruler

Listed as Sam D. – Supreme Ruler (Ruler Without Rules) · Watch on YouTube

youtube_video pvFRsp9FMwg · row pvFRsp9FMwg

LAION-DISCO-12M

Lost in Sanity

Listed as Sam D. – Lost in Sanity (Miles Past Sanity) · Watch on YouTube

youtube_video qkyuSyXz6zM · row qkyuSyXz6zM

LAION-DISCO-12M

Lets Go Crazy

Listed as Sam D. – Lets Go Crazy (N.E.O.N.) · Watch on YouTube

youtube_video qyFbqhzsOdk · row qyFbqhzsOdk

LAION-DISCO-12M

True Lies

Listed as Sam D. – True Lies (Down To Party) · Watch on YouTube

youtube_video uXtYhA5InMY · row uXtYhA5InMY

LAION-DISCO-12M

Tears from a Fallin' Decepticon

Listed as Sam D. – Tears from a Fallin' Decepticon (Miles Past Sanity) · Watch on YouTube

youtube_video vRTf4alQsuk · row vRTf4alQsuk

LAION-DISCO-12M

Drop It Down Low

Listed as Sam D. – Drop It Down Low (Official Sam D.) · Watch on YouTube

youtube_video vgfrOTNSjXk · row vgfrOTNSjXk

LAION-DISCO-12M

Lets Party

Listed as Sam D. – Lets Party (Official Sam D.) · Watch on YouTube

youtube_video x5fVTfy50oo · row x5fVTfy50oo

LAION-DISCO-12M

Good Feeling

Listed as Sam D. – Good Feeling (Good Feeling) · Watch on YouTube

youtube_video xIdGb8MYa-U · row xIdGb8MYa-U

LAION-DISCO-12M

Light in a Dark Tunnel

Listed as Sam D. – Light in a Dark Tunnel (Miles Past Sanity) · Watch on YouTube

youtube_video y3JO0O-nd4M · row y3JO0O-nd4M

LAION-DISCO-12M

Sick

Listed as Sam D. – Sick (Crown) · Watch on YouTube

youtube_video zwOktMh9wl4 · row zwOktMh9wl4

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.