Yes. Saul Williams 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 Elohim (1972) (Part 2/ 25:03 Mix), Roach Eggs (Sol Messiah Remix) (feat. SA-ROC), Aba Babono (These MTHRFKRS)

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.

Elohim (1972) (Part 2/ 25:03 Mix)

Listed as Saul Williams – Elohim (1972) (Part 2/ 25:03 Mix) (Black Whole Styles) · Watch on YouTube

youtube_video -9Qz-XJOn_0 · row -9Qz-XJOn_0

LAION-DISCO-12M

Roach Eggs (Sol Messiah Remix) (feat. SA-ROC)

Listed as Saul Williams – Roach Eggs (Sol Messiah Remix) (feat. SA-ROC) (These Mthrfckrs: MartyrLoserKing - Remixes, B-Sides & Demos) · Watch on YouTube

youtube_video -wa-AnTn0fc · row -wa-AnTn0fc

LAION-DISCO-12M

Aba Babono (These MTHRFKRS)

Listed as Saul Williams – Aba Babono (These MTHRFKRS) (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video 02AL8R9wEYw · row 02AL8R9wEYw

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, said the shotgun to the head.: Said the shotgun

Listed as Saul Williams – , said the shotgun to the head.: Said the shotgun (Thomas Kessler: ", said the shotgun to the head.", Drum Control & Is It?) · Watch on YouTube

youtube_video 0ZtqBh1Qyas · row 0ZtqBh1Qyas

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List of Demands

Listed as Saul Williams – List of Demands (Saul Williams Live at Double Door 11/08/2004) · Watch on YouTube

youtube_video 1lJW2Eij-h8 · row 1lJW2Eij-h8

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Horny Clock Bike (CX KiDTRONiK Mouse Trap Remix)

Listed as Saul Williams – Horny Clock Bike (CX KiDTRONiK Mouse Trap Remix) (These Mthrfckrs: MartyrLoserKing - Remixes, B-Sides & Demos) · Watch on YouTube

youtube_video 54OgdAzxOVs · row 54OgdAzxOVs

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Down For Some Ignorance (Nite Owl x MNISOTA Remix) (feat. Dennis Passley)

Listed as Saul Williams – Down For Some Ignorance (Nite Owl x MNISOTA Remix) (feat. Dennis Passley) (These Mthrfckrs: MartyrLoserKing - Remixes, B-Sides & Demos) · Watch on YouTube

youtube_video 7s3bSCX2Zyc · row 7s3bSCX2Zyc

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Horn Of The Clock-Bike (Daedelus' Fugue)

Listed as Saul Williams – Horn Of The Clock-Bike (Daedelus' Fugue) (These Mthrfckrs: MartyrLoserKing - Remixes, B-Sides & Demos) · Watch on YouTube

youtube_video 8RasyNk9INg · row 8RasyNk9INg

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, said the shotgun to the head.: O my friends

Listed as Saul Williams – , said the shotgun to the head.: O my friends (Thomas Kessler: ", said the shotgun to the head.", Drum Control & Is It?) · Watch on YouTube

youtube_video 9Km-bWN8TH8 · row 9Km-bWN8TH8

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Full of Shit (feat. Lippie)

Listed as Saul Williams, Lippie – Full of Shit (feat. Lippie) (Encrypted & Vulnerable) · Watch on YouTube

youtube_video 9iFnC_1W_fs · row 9iFnC_1W_fs

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, said the shotgun to the head.: From the top down

Listed as Saul Williams – , said the shotgun to the head.: From the top down (Thomas Kessler: ", said the shotgun to the head.", Drum Control & Is It?) · Watch on YouTube

youtube_video AcOtvFH_kIs · row AcOtvFH_kIs

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Saul Talks To Audience

Listed as Saul Williams – Saul Talks To Audience (Saul Williams Live at Double Door 11/08/2004) · Watch on YouTube

youtube_video BeeFPo_GB08 · row BeeFPo_GB08

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African Student Movement

Listed as Saul Williams – African Student Movement (Saul Williams Live at Double Door 11/08/2004) · Watch on YouTube

youtube_video BjEiz1H_9gc · row BjEiz1H_9gc

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Hack Into Coltan (Thavius Beck Remix)

Listed as Saul Williams – Hack Into Coltan (Thavius Beck Remix) (These Mthrfckrs: MartyrLoserKing - Remixes, B-Sides & Demos) · Watch on YouTube

youtube_video BjnvUFTIPrw · row BjnvUFTIPrw

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Nitwe Tubyishyura (The Noise Came From Here)

Listed as Saul Williams – Nitwe Tubyishyura (The Noise Came From Here) (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video CxsODt0eXrs · row CxsODt0eXrs

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Down For Some Ignorance (MONO/POLY Remix)

Listed as Saul Williams – Down For Some Ignorance (MONO/POLY Remix) (These Mthrfckrs: MartyrLoserKing - Remixes, B-Sides & Demos) · Watch on YouTube

youtube_video K-PUyN7Buy0 · row K-PUyN7Buy0

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The Noise Came From Here (Dawit Eklund's Rootkit)

Listed as Saul Williams – The Noise Came From Here (Dawit Eklund's Rootkit) (These Mthrfckrs: MartyrLoserKing - Remixes, B-Sides & Demos) · Watch on YouTube

youtube_video KCERUOMEbAA · row KCERUOMEbAA

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Ingoma

Listed as Saul Williams – Ingoma (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video KFQzBpdA4YY · row KFQzBpdA4YY

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Ikirombe Cya Bose

Listed as Saul Williams – Ikirombe Cya Bose (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video NZRDFhbGYos · row NZRDFhbGYos

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Nature Boy

Listed as Saul Williams – Nature Boy (Test of Time) · Watch on YouTube

youtube_video NiGwYhxGJxk · row NiGwYhxGJxk

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Poem

Listed as Saul Williams – Poem (Saul Williams Live at Double Door 11/08/2004) · Watch on YouTube

youtube_video OpvpPkgXzVo · row OpvpPkgXzVo

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These Mthrfckrs (Sodi Demo)

Listed as Saul Williams – These Mthrfckrs (Sodi Demo) (These Mthrfckrs: MartyrLoserKing - Remixes, B-Sides & Demos) · Watch on YouTube

youtube_video RZk4-ZgzLaM · row RZk4-ZgzLaM

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BeatDown (Demo)

Listed as Saul Williams – BeatDown (Demo) (These Mthrfckrs: MartyrLoserKing - Remixes, B-Sides & Demos) · Watch on YouTube

youtube_video Si2ICyvHnUc · row Si2ICyvHnUc

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Burn (feat. Hyro the Hero)

Listed as Saul Williams, Sussan Deyhim, Gingger Shankar, William Stanbro – Burn (feat. Hyro the Hero) (And She Could Be Next (A Voting Rights Album Produced by Gingger Shankar & William Stanbro)) · Watch on YouTube

youtube_video U9cfcXeAzfw · row U9cfcXeAzfw

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Grippo

Listed as Saul Williams – Grippo (Saul Williams Live at Double Door 11/08/2004) · Watch on YouTube

youtube_video V95qP1I7GsY · row V95qP1I7GsY

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Ubukungu Mu Bwishi (Roach Eggs)

Listed as Saul Williams – Ubukungu Mu Bwishi (Roach Eggs) (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video VXC9FJSzioM · row VXC9FJSzioM

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Magnify the Feeling

Listed as Saul Williams – Magnify the Feeling (Encrypted & Vulnerable) · Watch on YouTube

youtube_video VnE0XETcFK8 · row VnE0XETcFK8

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Infinite

Listed as Saul Williams – Infinite (Encrypted & Vulnerable) · Watch on YouTube

youtube_video XcmXWtyU4hw · row XcmXWtyU4hw

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Listed as Saul Williams – Telegram (Saul Williams Live at Double Door 11/08/2004) · Watch on YouTube

youtube_video YY2-in1o0oE · row YY2-in1o0oE

LAION-DISCO-12M

Ubujiji Nemera (Down For Some Ignorance)

Listed as Saul Williams – Ubujiji Nemera (Down For Some Ignorance) (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video _ftn6CasF9Q · row _ftn6CasF9Q

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Digitaria (Encrypted & Vulnerable)

Listed as Saul Williams – Digitaria (Encrypted & Vulnerable) (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video _hq0swYqQg0 · row _hq0swYqQg0

LAION-DISCO-12M

Beyond The Firewalls

Listed as Saul Williams – Beyond The Firewalls (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video _xCjKB-I6xs · row _xCjKB-I6xs

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Act III Scene II

Listed as Saul Williams – Act III Scene II (Saul Williams Live at Double Door 11/08/2004) · Watch on YouTube

youtube_video asX_OON6VqI · row asX_OON6VqI

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All Coltrane Solos At Once (Digitaria)

Listed as Saul Williams – All Coltrane Solos At Once (Digitaria) (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video awqMwX0kcu0 · row awqMwX0kcu0

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Thought About It

Listed as Saul Williams – Thought About It (Encrypted & Vulnerable) · Watch on YouTube

youtube_video b7XZ84btmLE · row b7XZ84btmLE

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, said the shotgun to the head.: Unbound she made her residence

Listed as Saul Williams – , said the shotgun to the head.: Unbound she made her residence (Thomas Kessler: ", said the shotgun to the head.", Drum Control & Is It?) · Watch on YouTube

youtube_video bEy-Foqjgmo · row bEy-Foqjgmo

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Mbere y'Intambara (Before The War)

Listed as Saul Williams – Mbere y'Intambara (Before The War) (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video cqk-iWfz_QE · row cqk-iWfz_QE

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Terambere Ry'igihugu

Listed as Saul Williams – Terambere Ry'igihugu (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video d38x-V3ptDU · row d38x-V3ptDU

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Elohim (1972)

Listed as Saul Williams – Elohim (1972) (Black Whole Styles) · Watch on YouTube

youtube_video eY2ps-b2FoI · row eY2ps-b2FoI

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Down For Some Ignorance (Remix) (feat. John Forté)

Listed as Saul Williams – Down For Some Ignorance (Remix) (feat. John Forté) (These Mthrfckrs: MartyrLoserKing - Remixes, B-Sides & Demos) · Watch on YouTube

youtube_video fNxFaKSZ298 · row fNxFaKSZ298

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Horn Of The Clock-Bike (GMX)

Listed as Saul Williams – Horn Of The Clock-Bike (GMX) (These Mthrfckrs: MartyrLoserKing - Remixes, B-Sides & Demos) · Watch on YouTube

youtube_video gfsbZlQoWyw · row gfsbZlQoWyw

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Playing House

Listed as Slimkid3, Saul Williams – Playing House (Playing House) · Watch on YouTube

youtube_video hwY5nUSZU18 · row hwY5nUSZU18

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Burundi Theme

Listed as Saul Williams – Burundi Theme (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video jZ9-XPl8vOM · row jZ9-XPl8vOM

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Bloodletting

Listed as Saul Williams – Bloodletting (Saul Williams Live at Double Door 11/08/2004) · Watch on YouTube

youtube_video lgcnuVfEMp0 · row lgcnuVfEMp0

LAION-DISCO-12M

, said the shotgun to the head.: Have you ever been

Listed as Saul Williams – , said the shotgun to the head.: Have you ever been (Thomas Kessler: ", said the shotgun to the head.", Drum Control & Is It?) · Watch on YouTube

youtube_video nWO6azkE7lU · row nWO6azkE7lU

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Cukura

Listed as Saul Williams – Cukura (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video tkjIOVRufQA · row tkjIOVRufQA

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, said the shotgun to the head.: I came to know her

Listed as Saul Williams – , said the shotgun to the head.: I came to know her (Thomas Kessler: ", said the shotgun to the head.", Drum Control & Is It?) · Watch on YouTube

youtube_video u9Ox_N4PF1c · row u9Ox_N4PF1c

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Control Freak

Listed as Saul Williams – Control Freak (Saul Williams Live at Double Door 11/08/2004) · Watch on YouTube

youtube_video vgiqzBYNYiY · row vgiqzBYNYiY

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Surrender

Listed as Saul Williams – Surrender (Saul Williams Live at Double Door 11/08/2004) · Watch on YouTube

youtube_video x_o4WkdUCl0 · row x_o4WkdUCl0

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Matalusa's Dream

Listed as Saul Williams – Matalusa's Dream (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video yviSXHodJ1k · row yviSXHodJ1k

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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.