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 More Of A Euphoria, Beat the Case / / / Straight Crooked (feat. ScHoolboy Q), POSITIVE VIBES ONLY

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.

More Of A Euphoria

Listed as Ab-Soul – More Of A Euphoria (Longterm Mentality) · Watch on YouTube

youtube_video -FGrrnfydjo · row -FGrrnfydjo

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Beat the Case / / / Straight Crooked (feat. ScHoolboy Q)

Listed as Ab-Soul – Beat the Case / / / Straight Crooked (feat. ScHoolboy Q) (Do What Thou Wilt.) · Watch on YouTube

youtube_video 50yetfTFuv4 · row 50yetfTFuv4

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POSITIVE VIBES ONLY

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

youtube_video 5UECiGCpUp0 · row 5UECiGCpUp0

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Day in the Life

Listed as Ab-Soul – Day in the Life (Long Term 1 & 2) · Watch on YouTube

youtube_video 5tupv4UiAKE · row 5tupv4UiAKE

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THE WILD SIDE

Listed as Ab-Soul, Jhené Aiko – THE WILD SIDE (HERBERT) · Watch on YouTube

youtube_video 6YblTH6sL7Q · row 6YblTH6sL7Q

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Rush

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

youtube_video 7hOwkMqgLhE · row 7hOwkMqgLhE

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CHURCH ON THE MOVE

Listed as Ab-Soul – CHURCH ON THE MOVE (HERBERT) · Watch on YouTube

youtube_video 8g9BJm-8GIo · row 8g9BJm-8GIo

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Lust Demons (feat. Jay Rock & BJ the Chicago Kid)

Listed as Ab-Soul – Lust Demons (feat. Jay Rock & BJ the Chicago Kid) (Control System) · Watch on YouTube

youtube_video DB0285yVN2s · row DB0285yVN2s

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Evil Genius (feat. Teedra Moses & JaVonté)

Listed as Ab-Soul – Evil Genius (feat. Teedra Moses & JaVonté) (Do What Thou Wilt.) · Watch on YouTube

youtube_video DK3B1xePr24 · row DK3B1xePr24

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Dangerookipawaa Freestyle

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

youtube_video EA8M5sM9km8 · row EA8M5sM9km8

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Mayday

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

youtube_video HgxIr5uhNC4 · row HgxIr5uhNC4

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INvocation (feat. Kokane)

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

youtube_video JOLSbACdSbo · row JOLSbACdSbo

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Beautiful Death (feat. Punch & Ashtrobot)

Listed as Ab-Soul – Beautiful Death (feat. Punch & Ashtrobot) (Control System) · Watch on YouTube

youtube_video NZtjoHFQazg · row NZtjoHFQazg

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Kendrick Lamar's Interlude

Listed as Ab-Soul – Kendrick Lamar's Interlude (These Days...) · Watch on YouTube

youtube_video PZVVqIEhuKc · row PZVVqIEhuKc

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Womanogamy

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

youtube_video Q60mK_428Mo · row Q60mK_428Mo

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Real Thinkers

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

youtube_video QLaTMNVxDXg · row QLaTMNVxDXg

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Never Know (feat. Nipsey Hussle & Terrace Martin)

Listed as Ab-soul, Jay Rock – Never Know (feat. Nipsey Hussle & Terrace Martin) (Two Black Hippy) · Watch on YouTube

youtube_video QMxk3AGCKm4 · row QMxk3AGCKm4

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Stigmata

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

youtube_video SR2BGkieEqU · row SR2BGkieEqU

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Wifey vs. WiFi / / / P.M.S. (feat. BR3)

Listed as Ab-Soul – Wifey vs. WiFi / / / P.M.S. (feat. BR3) (Do What Thou Wilt.) · Watch on YouTube

youtube_video Sinm8pzmm24 · row Sinm8pzmm24

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FALLACY

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

youtube_video Tv-PKGrVRpk · row Tv-PKGrVRpk

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Tree of Life

Listed as Ab-Soul – Tree of Life (These Days...) · Watch on YouTube

youtube_video U0ldj9GLRiI · row U0ldj9GLRiI

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Still a Regular Nigga (feat. Javonte)

Listed as Ab-Soul – Still a Regular Nigga (feat. Javonte) (Long Term 1 & 2) · Watch on YouTube

youtube_video Uz-koZ932ns · row Uz-koZ932ns

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Portishead in the Morning / / / HER World

Listed as Ab-Soul – Portishead in the Morning / / / HER World (Do What Thou Wilt.) · Watch on YouTube

youtube_video Xeghayxp8lw · row Xeghayxp8lw

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Nothing New

Listed as Ab-Soul – Nothing New (Longterm Mentality) · Watch on YouTube

youtube_video Z4IlmTma4zI · row Z4IlmTma4zI

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Nevermind That

Listed as Ab-Soul – Nevermind That (These Days...) · Watch on YouTube

youtube_video _T2hwecBmYI · row _T2hwecBmYI

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Sopa (feat. Schoolboy Q)

Listed as Ab-Soul – Sopa (feat. Schoolboy Q) (Control System) · Watch on YouTube

youtube_video akN-JzQ-Fgo · row akN-JzQ-Fgo

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Livin Like (feat. Rapper Big Pooh)

Listed as Ab-Soul – Livin Like (feat. Rapper Big Pooh) (Long Term 1 & 2) · Watch on YouTube

youtube_video arwpONTXkC0 · row arwpONTXkC0

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Be a Man

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

youtube_video bncZ5CK6z3w · row bncZ5CK6z3w

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Feelin Us

Listed as Ab-Soul – Feelin Us (These Days...) · Watch on YouTube

youtube_video c1YvlcD3aic · row c1YvlcD3aic

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God's a Girl?

Listed as Ab-Soul – God's a Girl? (Do What Thou Wilt.) · Watch on YouTube

youtube_video c9VWLA5HR8I · row c9VWLA5HR8I

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World Runners

Listed as Ab-Soul – World Runners (These Days...) · Watch on YouTube

youtube_video jQzPbz_GPZ8 · row jQzPbz_GPZ8

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Showin' love

Listed as Ab-Soul – Showin' love (Control System) · Watch on YouTube

youtube_video joUnqV3Ebc4 · row joUnqV3Ebc4

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Pass the Blunt (feat. Schoolboy Q)

Listed as Ab-Soul – Pass the Blunt (feat. Schoolboy Q) (Long Term 1 & 2) · Watch on YouTube

youtube_video jsO-h5aOj6k · row jsO-h5aOj6k

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BUCKET

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

youtube_video kLiDzQzcNI4 · row kLiDzQzcNI4

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House Party 5

Listed as Ab-Soul – House Party 5 (Long Term 1 & 2) · Watch on YouTube

youtube_video kdMC86wCr8U · row kdMC86wCr8U

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Loosen My Tie

Listed as Ab-Soul – Loosen My Tie (Longterm Mentality) · Watch on YouTube

youtube_video moDE-aUc7f8 · row moDE-aUc7f8

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Top Dawg Under Dawg

Listed as Ab-Soul – Top Dawg Under Dawg (Longterm Mentality) · Watch on YouTube

youtube_video nlwJW6kzeHo · row nlwJW6kzeHo

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Lonely Soul (feat. Punch) / / / The Law (Prelude) (feat. Punch & SZA)

Listed as Ab-Soul – Lonely Soul (feat. Punch) / / / The Law (Prelude) (feat. Punch & SZA) (Do What Thou Wilt.) · Watch on YouTube

youtube_video nzkQKH9yExU · row nzkQKH9yExU

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A Rebellion (feat. Alori Joh)

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

youtube_video oWSwsApmTDM · row oWSwsApmTDM

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Nothing's Something

Listed as Ab-Soul – Nothing's Something (Control System) · Watch on YouTube

youtube_video sd45EurKriQ · row sd45EurKriQ

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Trouble (feat. Aloe Blacc)

Listed as Ab-Soul – Trouble (feat. Aloe Blacc) (The Alchemist and Oh No Present Welcome to Los Santos) · Watch on YouTube

youtube_video sr46dnZhnq8 · row sr46dnZhnq8

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Bankrupt

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

youtube_video tU3Y9FO4jjI · row tU3Y9FO4jjI

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Now You Know

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

youtube_video tv2WmqvFnRg · row tv2WmqvFnRg

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Ride Slow

Listed as Ab-Soul – Ride Slow (These Days...) · Watch on YouTube

youtube_video u2USXXUEXVE · row u2USXXUEXVE

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3rd Eye (feat. Twista)

Listed as Ab-soul, Jay Rock – 3rd Eye (feat. Twista) (Two Black Hippy) · Watch on YouTube

youtube_video uNnsa3Ibf84 · row uNnsa3Ibf84

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Threatening Nature

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

youtube_video uw8PvMT6tHY · row uw8PvMT6tHY

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Hell Yeah

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

youtube_video vEkoL1-tSqU · row vEkoL1-tSqU

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Cut From A Different Cloth (feat. Joe Budden)

Listed as Ab-soul, Jay Rock – Cut From A Different Cloth (feat. Joe Budden) (Two Black Hippy) · Watch on YouTube

youtube_video wE5glcH7Puo · row wE5glcH7Puo

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Time Is Of The Essence

Listed as Ab-Soul – Time Is Of The Essence (Longterm Mentality) · Watch on YouTube

youtube_video wYL7Qi9-Xbw · row wYL7Qi9-Xbw

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Dub Sac

Listed as Ab-Soul – Dub Sac (These Days...) · Watch on YouTube

youtube_video yKyWYQiUYNE · row yKyWYQiUYNE

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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.