Yes. Ab-Soul has 133 songs listed in a dataset used to train AI music models.

Used for training 133

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 Moonshooter, Huey Knew THEN (feat. Da$H), Bohemian Grove

Listed under the artist name 133 songs in LAION-DISCO-12M

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

Moonshooter

Listed as Ab-Soul – Moonshooter (Moonshooter) · Watch on YouTube

youtube_video -3vePS_m1hg · row -3vePS_m1hg

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Huey Knew THEN (feat. Da$H)

Listed as Ab-Soul – Huey Knew THEN (feat. Da$H) (Do What Thou Wilt.) · Watch on YouTube

youtube_video -MEHD4hEXdE · row -MEHD4hEXdE

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Bohemian Grove

Listed as Ab-Soul – Bohemian Grove (Control System) · Watch on YouTube

youtube_video 3gDoFH_4v3w · row 3gDoFH_4v3w

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Gang'Nem (feat. Fre$H)

Listed as Ab-Soul – Gang'Nem (feat. Fre$H) (Gang'Nem) · Watch on YouTube

youtube_video 4WX6YCm8En4 · row 4WX6YCm8En4

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Do Better

Listed as Ab-Soul, Zacari – Do Better (Do Better) · Watch on YouTube

youtube_video 4df3en_ut1M · row 4df3en_ut1M

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Just Have Fun

Listed as Ab-Soul – Just Have Fun (These Days...) · Watch on YouTube

youtube_video 509ozEXi9xI · row 509ozEXi9xI

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NO REPORT CARD

Listed as Ab-Soul – NO REPORT CARD (HERBERT) · Watch on YouTube

youtube_video 5inYNVeJdWA · row 5inYNVeJdWA

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Gone Insane

Listed as Ab-Soul – Gone Insane (Longterm Mentality) · Watch on YouTube

youtube_video 5w3QJ3t-kpY · row 5w3QJ3t-kpY

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I'M NOT PERFECT

Listed as SiR, Ab-Soul – I'M NOT PERFECT (HEAVY) · Watch on YouTube

youtube_video 6-A0p_O2rMg · row 6-A0p_O2rMg

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Double Standards (feat. Anna Wise)

Listed as Ab-Soul – Double Standards (feat. Anna Wise) (Control System) · Watch on YouTube

youtube_video 60PaB386RIo · row 60PaB386RIo

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Hunnid Stax

Listed as Ab-Soul – Hunnid Stax (These Days...) · Watch on YouTube

youtube_video 6dFAzv7n2zU · row 6dFAzv7n2zU

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Empathy (feat. Ab-Soul & Alori Joh)

Listed as Ab-Soul – Empathy (feat. Ab-Soul & Alori Joh) (Control System) · Watch on YouTube

youtube_video 6pZbIF1KiH0 · row 6pZbIF1KiH0

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Shadow Of Death (feat. Kendrick Lamar & Schoolboy Q)

Listed as Ab-soul, Jay Rock – Shadow Of Death (feat. Kendrick Lamar & Schoolboy Q) (Two Black Hippy) · Watch on YouTube

youtube_video 80FaLxWscGU · row 80FaLxWscGU

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Turn Me Up (feat. Kendrick Lamar)

Listed as Ab-Soul – Turn Me Up (feat. Kendrick Lamar) (Long Term 1 & 2) · Watch on YouTube

youtube_video 9J9Js1Y-2nQ · row 9J9Js1Y-2nQ

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The Recipe (feat. Kendrick Lamar & Schoolboy Q)

Listed as Ab-soul, Jay Rock – The Recipe (feat. Kendrick Lamar & Schoolboy Q) (Two Black Hippy) · Watch on YouTube

youtube_video A8tCPR7CpuM · row A8tCPR7CpuM

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U.O.E.N.O. (feat. Kendrick Lamar & Schoolboy Q)

Listed as Ab-soul, Jay Rock – U.O.E.N.O. (feat. Kendrick Lamar & Schoolboy Q) (Two Black Hippy) · Watch on YouTube

youtube_video AyO4QtAEQUU · row AyO4QtAEQUU

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Drift Away

Listed as Ab-Soul – Drift Away (Long Term 1 & 2) · Watch on YouTube

youtube_video EU922eeZyDs · row EU922eeZyDs

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Pineal Gland

Listed as Ab-Soul – Pineal Gland (Control System) · Watch on YouTube

youtube_video FFd5m2KMPZc · row FFd5m2KMPZc

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GOODMAN

Listed as Ab-Soul, Punch – GOODMAN (HERBERT) · Watch on YouTube

youtube_video FTYSewIp5_0 · row FTYSewIp5_0

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ART OF SEDUCTION

Listed as Ab-Soul, Ambré – ART OF SEDUCTION (HERBERT) · Watch on YouTube

youtube_video IHUaOyIrFgc · row IHUaOyIrFgc

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Soulo Ho3 (feat. Jhene Aiko)

Listed as Ab-Soul – Soulo Ho3 (feat. Jhene Aiko) (Control System) · Watch on YouTube

youtube_video Inu3ej_uQUk · row Inu3ej_uQUk

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Terrorist Threats (feat. Jhené Aiko & Danny Brown)

Listed as Ab-Soul – Terrorist Threats (feat. Jhené Aiko & Danny Brown) (Control System) · Watch on YouTube

youtube_video J3Xki6VvPJ0 · row J3Xki6VvPJ0

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YMF

Listed as Ab-Soul – YMF (Do What Thou Wilt.) · Watch on YouTube

youtube_video JCM8GmkIbEI · row JCM8GmkIbEI

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Illuminate (feat. Kendrick Lamar)

Listed as Ab-Soul – Illuminate (feat. Kendrick Lamar) (Control System) · Watch on YouTube

youtube_video JpJzfWzkDHo · row JpJzfWzkDHo

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Braille (feat. Bas)

Listed as Ab-Soul – Braille (feat. Bas) (Do What Thou Wilt.) · Watch on YouTube

youtube_video PCcEWVcqLzI · row PCcEWVcqLzI

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Soul Cry

Listed as Ab-Soul – Soul Cry (Long Term 1 & 2) · Watch on YouTube

youtube_video PpRnc5cdAGI · row PpRnc5cdAGI

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RAW (backwards) (feat. Zacari)

Listed as Ab-Soul – RAW (backwards) (feat. Zacari) (Do What Thou Wilt.) · Watch on YouTube

youtube_video Q8mmjxlrMP0 · row Q8mmjxlrMP0

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Bloody Waters

Listed as Ab-Soul, Anderson .Paak, James Blake – Bloody Waters (Black Panther The Album Music From And Inspired By) · Watch on YouTube

youtube_video UWusPC5zYC0 · row UWusPC5zYC0

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Swimming Pools (feat. Kendrick Lamar & Schoolboy Q)

Listed as Ab-soul, Jay Rock – Swimming Pools (feat. Kendrick Lamar & Schoolboy Q) (Two Black Hippy) · Watch on YouTube

youtube_video VKEMuHgmQtM · row VKEMuHgmQtM

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HOLLANDAISE

Listed as Ab-Soul – HOLLANDAISE (HERBERT) · Watch on YouTube

youtube_video WXWFNZzjBAc · row WXWFNZzjBAc

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Moscato

Listed as Ab-Soul – Moscato (Longterm Mentality) · Watch on YouTube

youtube_video WrHSdtaCezc · row WrHSdtaCezc

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HERBERT

Listed as Ab-Soul – HERBERT (HERBERT) · Watch on YouTube

youtube_video WtXhumQeXIU · row WtXhumQeXIU

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GOTTA RAP

Listed as Ab-Soul – GOTTA RAP (HERBERT) · Watch on YouTube

youtube_video Yc1JsiXR2U8 · row Yc1JsiXR2U8

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Track Two

Listed as Ab-Soul – Track Two (Control System) · Watch on YouTube

youtube_video ZRoG_y1jNXo · row ZRoG_y1jNXo

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Control (feat. Kendrick Lamar, Big Sean & Jay Electronica)

Listed as Ab-soul, Jay Rock – Control (feat. Kendrick Lamar, Big Sean & Jay Electronica) (Two Black Hippy) · Watch on YouTube

youtube_video bhQzWbyw0VI · row bhQzWbyw0VI

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FOMF

Listed as Ab-Soul – FOMF (HERBERT) · Watch on YouTube

youtube_video dtVGQo0L_RU · row dtVGQo0L_RU

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Sandcastles

Listed as Ray Vaughn, Ab-Soul – Sandcastles (Sandcastles) · Watch on YouTube

youtube_video hSS5jpfe-vI · row hSS5jpfe-vI

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Can Anybody Hear Me (feat. Punch)

Listed as Ab-Soul – Can Anybody Hear Me (feat. Punch) (Long Term 1 & 2) · Watch on YouTube

youtube_video hdjJg6K1K3o · row hdjJg6K1K3o

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Blowfly

Listed as Jay Rock, Ab-Soul – Blowfly (Blowfly) · Watch on YouTube

youtube_video icM30LO4I3w · row icM30LO4I3w

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MESSAGE IN A BOTTLE

Listed as Ab-Soul, Lance Skiiiwalker – MESSAGE IN A BOTTLE (HERBERT) · Watch on YouTube

youtube_video j1rcZrcCp4E · row j1rcZrcCp4E

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Who Wants What

Listed as Russ & Ab-Soul, Ab-Soul – Who Wants What (Who Wants What) · Watch on YouTube

youtube_video je2mhotLerA · row je2mhotLerA

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IT BE LIKE THAT

Listed as Ab-Soul, SiR – IT BE LIKE THAT (HERBERT) · Watch on YouTube

youtube_video lan8C08OSWc · row lan8C08OSWc

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Black Lip Bastard (Rmx) (feat. Black Hippy)

Listed as Ab-Soul – Black Lip Bastard (Rmx) (feat. Black Hippy) (Control System) · Watch on YouTube

youtube_video lxZIKVITjDY · row lxZIKVITjDY

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The Book of Soul

Listed as Ab-Soul – The Book of Soul (Control System) · Watch on YouTube

youtube_video qA3L6_l3RUo · row qA3L6_l3RUo

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Mixed Emotions

Listed as Ab-Soul – Mixed Emotions (Control System) · Watch on YouTube

youtube_video qzf9wzV6B7M · row qzf9wzV6B7M

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Gods Reign

Listed as Ab-Soul – Gods Reign (These Days...) · Watch on YouTube

youtube_video txxPZlkkNLs · row txxPZlkkNLs

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D.R.U.G.S.

Listed as Ab-Soul – D.R.U.G.S. (Do What Thou Wilt.) · Watch on YouTube

youtube_video usyB3JA0euI · row usyB3JA0euI

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2013 Pt. 1

Listed as Ab-soul, Jay Rock, Schoolboy Q – 2013 Pt. 1 (The Hip Hop Awards: The Cyphers) · Watch on YouTube

youtube_video w2bYMC-0a9A · row w2bYMC-0a9A

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The Law (feat. Mac Miller & Rapsody)

Listed as Ab-Soul – The Law (feat. Mac Miller & Rapsody) (Do What Thou Wilt.) · Watch on YouTube

youtube_video wlwYB_-5qU0 · row wlwYB_-5qU0

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GO OFF

Listed as Ab-Soul, Russ, Big Sean – GO OFF (HERBERT) · Watch on YouTube

youtube_video xefOKV_1B4E · row xefOKV_1B4E

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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.