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 Encrypted & Vulnerable (feat. Christian Scott aTunde Adjua), Before the War, Give It Up

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.

Encrypted & Vulnerable (feat. Christian Scott aTunde Adjua)

Listed as Saul Williams, Christian Scott aTunde Adjua – Encrypted & Vulnerable (feat. Christian Scott aTunde Adjua) (Encrypted & Vulnerable) · Watch on YouTube

youtube_video -WOd-MnJXdE · row -WOd-MnJXdE

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Before the War

Listed as Saul Williams – Before the War (Encrypted & Vulnerable) · Watch on YouTube

youtube_video -btqMyYYEwQ · row -btqMyYYEwQ

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Give It Up

Listed as Saul Williams – Give It Up (Volcanic Sunlight) · Watch on YouTube

youtube_video 0p--w6uiToQ · row 0p--w6uiToQ

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Mr. Google

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

youtube_video 1L4kPj1DU3A · row 1L4kPj1DU3A

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Untimely Meditations

Listed as Saul Williams – Untimely Meditations (Amethyst Rock Star) · Watch on YouTube

youtube_video 3Ys5YAKGuvo · row 3Ys5YAKGuvo

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Rocket

Listed as Saul Williams – Rocket (Volcanic Sunlight) · Watch on YouTube

youtube_video 3rTrHLnQtLo · row 3rTrHLnQtLo

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Le paradis il est chinois

Listed as Arthur H, Saul Williams – Le paradis il est chinois (Baba Love) · Watch on YouTube

youtube_video 5elGEsnddso · row 5elGEsnddso

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Volcanic Sunlight

Listed as Saul Williams – Volcanic Sunlight (Volcanic Sunlight) · Watch on YouTube

youtube_video 8250A4JfTfM · row 8250A4JfTfM

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Black Stacey

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

youtube_video 9WMrC12BNY4 · row 9WMrC12BNY4

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Hatutarudi Nyuma (Coronation as Harness)

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

youtube_video AducGDsFo54 · row AducGDsFo54

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Coronation as Harness

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

youtube_video AocdmAIw5Ao · row AocdmAIw5Ao

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Can't Hide Love

Listed as Saul Williams – Can't Hide Love (The Inevitable Rise And Liberation Of Niggy Tardust) · Watch on YouTube

youtube_video BMbvlW3ovPo · row BMbvlW3ovPo

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Patience

Listed as Saul Williams – Patience (Volcanic Sunlight) · Watch on YouTube

youtube_video D0fLmIdM6Z8 · row D0fLmIdM6Z8

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Dare

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

youtube_video ESBouHwDP8I · row ESBouHwDP8I

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Underground

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

youtube_video FKpdtHualBc · row FKpdtHualBc

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The Bear / Coltan As Cotton

Listed as Saul Williams – The Bear / Coltan As Cotton (MartyrLoserKing) · Watch on YouTube

youtube_video JLFzLi8Xxkw · row JLFzLi8Xxkw

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1987

Listed as Saul Williams – 1987 (Amethyst Rock Star) · Watch on YouTube

youtube_video JZiX2lZRE5g · row JZiX2lZRE5g

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Girls on Saturn

Listed as Saul Williams – Girls on Saturn (Volcanic Sunlight) · Watch on YouTube

youtube_video KKXxDLmt_cM · row KKXxDLmt_cM

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No Different

Listed as Saul Williams – No Different (MartyrLoserKing) · Watch on YouTube

youtube_video LQdjRSK5Dcs · row LQdjRSK5Dcs

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Seaweed

Listed as Saul Williams – Seaweed (Saul Williams) · Watch on YouTube

youtube_video LmWtr7UNqSo · row LmWtr7UNqSo

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Basquiat

Listed as Arthur H, Saul Williams – Basquiat (Baba Love) · Watch on YouTube

youtube_video P7Xo9aro36g · row P7Xo9aro36g

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Niberyeye Mw'ibuye (Underground)

Listed as Saul Williams – Niberyeye Mw'ibuye (Underground) (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video SH4BF7Q4tJU · row SH4BF7Q4tJU

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Triumph

Listed as Saul Williams – Triumph (Volcanic Sunlight) · Watch on YouTube

youtube_video ShwjKqyAmqQ · row ShwjKqyAmqQ

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Pensent Comme Leurs Livres Disent (Think Like They Book Say)

Listed as Saul Williams – Pensent Comme Leurs Livres Disent (Think Like They Book Say) (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video Tbw2oSj0Z8g · row Tbw2oSj0Z8g

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Innocence

Listed as Saul Williams – Innocence (Volcanic Sunlight) · Watch on YouTube

youtube_video Xo6hj3mZUww · row Xo6hj3mZUww

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Dance (King Britt Remix)

Listed as Saul Williams – Dance (King Britt Remix) (Volcanic Sunlight) · Watch on YouTube

youtube_video Y-y6n24JrNM · row Y-y6n24JrNM

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Control Freak

Listed as Saul Williams – Control Freak (Saul Williams) · Watch on YouTube

youtube_video YRJBiV8Cp1M · row YRJBiV8Cp1M

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The Flaw You Worship

Listed as Saul Williams – The Flaw You Worship (The Flaw You Worship) · Watch on YouTube

youtube_video ZB8of_z8Qqo · row ZB8of_z8Qqo

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Ijoro ni Iranjye (I Own the Night)

Listed as Saul Williams – Ijoro ni Iranjye (I Own the Night) (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video ZKIu-5C5RhM · row ZKIu-5C5RhM

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Notice Of Eviction

Listed as Saul Williams – Notice Of Eviction (Saul Williams) · Watch on YouTube

youtube_video _OzQ6j2v3d8 · row _OzQ6j2v3d8

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Groundwork

Listed as Saul Williams – Groundwork (MartyrLoserKing) · Watch on YouTube

youtube_video aGLTWG_oHYk · row aGLTWG_oHYk

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Fall Up

Listed as Saul Williams – Fall Up (Volcanic Sunlight) · Watch on YouTube

youtube_video bhE4oXb324I · row bhE4oXb324I

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Ashes

Listed as Saul Williams – Ashes (MartyrLoserKing) · Watch on YouTube

youtube_video dZU1PtM4NRE · row dZU1PtM4NRE

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The Noise Came From Here (Masego Remix)

Listed as Saul Williams – The Noise Came From Here (Masego Remix) (These Mthrfckrs: MartyrLoserKing - Remixes, B-Sides & Demos) · Watch on YouTube

youtube_video gYb7fZ_j1AI · row gYb7fZ_j1AI

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Time (Jungle) (feat. Wax Poetic featuring Saul Williams)

Listed as Wax Poetic featuring Saul Williams, Saul Williams – Time (Jungle) (feat. Wax Poetic featuring Saul Williams) (Nublu Sessions) · Watch on YouTube

youtube_video hn9w2oCzTCE · row hn9w2oCzTCE

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All Coltrane Solos At Once (feat. Haleek Maul)

Listed as Saul Williams – All Coltrane Solos At Once (feat. Haleek Maul) (MartyrLoserKing) · Watch on YouTube

youtube_video iHzxZJAyY4s · row iHzxZJAyY4s

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Fight Everything

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

youtube_video iyiy62qlvUk · row iyiy62qlvUk

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Roach Eggs

Listed as Saul Williams – Roach Eggs (MartyrLoserKing) · Watch on YouTube

youtube_video jNuliy6OLP0 · row jNuliy6OLP0

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African Student Movement

Listed as Saul Williams – African Student Movement (Saul Williams) · Watch on YouTube

youtube_video odS9Lh73WHo · row odS9Lh73WHo

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World On Wheels

Listed as Saul Williams – World On Wheels (The Inevitable Rise And Liberation Of Niggy Tardust) · Watch on YouTube

youtube_video pPvtwQY_NcA · row pPvtwQY_NcA

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23rd Year

Listed as Saul Williams – 23rd Year (Unanimous Goldmine (The Original Soundtrack of “Neptune Frost”)) · Watch on YouTube

youtube_video pbsqXY-BHCE · row pbsqXY-BHCE

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Ubutaka (Groundwork)

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

youtube_video qukBCVSfD9o · row qukBCVSfD9o

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Look to the Sun

Listed as Saul Williams – Look to the Sun (Volcanic Sunlight) · Watch on YouTube

youtube_video sLVgf8aPpWw · row sLVgf8aPpWw

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I Own the Night (Sufi Vision)

Listed as Saul Williams – I Own the Night (Sufi Vision) (Encrypted & Vulnerable) · Watch on YouTube

youtube_video tGGlpQ9Q38Y · row tGGlpQ9Q38Y

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Homes/Drones/Poems/Drums

Listed as Saul Williams – Homes/Drones/Poems/Drums (MartyrLoserKing) · Watch on YouTube

youtube_video vmo7QbOQ-Z8 · row vmo7QbOQ-Z8

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Experiment

Listed as Saul Williams – Experiment (Experiment) · Watch on YouTube

youtube_video w5Qru4O9G38 · row w5Qru4O9G38

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Diagram

Listed as Saul Williams – Diagram (Volcanic Sunlight) · Watch on YouTube

youtube_video wGkzm-G_8dM · row wGkzm-G_8dM

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New Day

Listed as Saul Williams – New Day (Volcanic Sunlight) · Watch on YouTube

youtube_video xuAmbLnelyA · row xuAmbLnelyA

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These Mthrfckrs

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

youtube_video yug4pXioGpo · row yug4pXioGpo

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People Above the Moon

Listed as Saul Williams – People Above the Moon (Encrypted & Vulnerable) · Watch on YouTube

youtube_video zGByo_twv8I · row zGByo_twv8I

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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.