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 Picture That, Budget Ballin, GANG'NEM
Artist Ab-Soul on YouTube Music
Yes. Ab-Soul has 133 songs listed in a dataset used to train AI music models.
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.
Picture That
Listed as Ab-Soul – Picture That (Longterm Mentality) · Watch on YouTube
youtube_video 0nhU8ABrN7I · row 0nhU8ABrN7I
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Budget Ballin
Listed as Ab-Soul – Budget Ballin (Long Term 1 & 2) · Watch on YouTube
youtube_video 1vJdLkjxuCc · row 1vJdLkjxuCc
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GANG'NEM
Listed as Ab-Soul, Fre$H – GANG'NEM (HERBERT) · Watch on YouTube
youtube_video 8juIQSIwAnk · row 8juIQSIwAnk
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No Pressure (feat. Jay Rock)
Listed as Ab-Soul – No Pressure (feat. Jay Rock) (Long Term 1 & 2) · Watch on YouTube
youtube_video 9exTx1cXvz4 · row 9exTx1cXvz4
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We Running Things (feat. Tone Trump & Sen City)
Listed as Ab-soul, Jay Rock – We Running Things (feat. Tone Trump & Sen City) (Two Black Hippy) · Watch on YouTube
youtube_video 9uX7UiuBag0 · row 9uX7UiuBag0
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Long Term (feat. Lori Writes)
Listed as Ab-Soul – Long Term (feat. Lori Writes) (Long Term 1 & 2) · Watch on YouTube
youtube_video BRWjSY2nl8s · row BRWjSY2nl8s
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MOONSHOOTER
Listed as Ab-Soul, Joey Bada$$ – MOONSHOOTER (HERBERT) · Watch on YouTube
youtube_video Cf9WCBpr_Ww · row Cf9WCBpr_Ww
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100 Yard Dash
Listed as Ab-Soul – 100 Yard Dash (Long Term 1 & 2) · Watch on YouTube
youtube_video DVmCdkzq-Jw · row DVmCdkzq-Jw
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Gutter (feat. Jay Rock)
Listed as Ab-Soul – Gutter (feat. Jay Rock) (Long Term 1 & 2) · Watch on YouTube
youtube_video KMgSQRRlvmY · row KMgSQRRlvmY
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Back At It
Listed as Kembe X, Ab-Soul, Icecoldbishop – Back At It (Back At It) · Watch on YouTube
youtube_video MWyT-aJTaoY · row MWyT-aJTaoY
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Sapiosexual
Listed as Ab-Soul – Sapiosexual (These Days...) · Watch on YouTube
youtube_video OOx3GWTwPSg · row OOx3GWTwPSg
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Christopher Droner
Listed as Ab-soul, Jay Rock – Christopher Droner (Two Black Hippy) · Watch on YouTube
youtube_video OW4mLDBGv4k · row OW4mLDBGv4k
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Icarus Outro
Listed as Zacari, Ab-Soul – Icarus Outro (Bliss) · Watch on YouTube
youtube_video Q5u6j5x5Kpc · row Q5u6j5x5Kpc
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Passion (feat. Alori Joh)
Listed as Ab-Soul – Passion (feat. Alori Joh) (Long Term 1 & 2) · Watch on YouTube
youtube_video R0xvrdyg-lo · row R0xvrdyg-lo
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Mr. AB-SOULutely
Listed as Ab-Soul – Mr. AB-SOULutely (Long Term 1 & 2) · Watch on YouTube
youtube_video RcXejRic89E · row RcXejRic89E
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Donnie Brasco
Listed as Ab-Soul – Donnie Brasco (Treacherous Records Presents: The Mint Room) · Watch on YouTube
youtube_video TO_-nF9GnEM · row TO_-nF9GnEM
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Lyrically Speaking
Listed as Ab-Soul – Lyrically Speaking (Long Term 1 & 2) · Watch on YouTube
youtube_video WXYJEtD2P5c · row WXYJEtD2P5c
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Champagne Water (feat. Ab-Soul)
Listed as Nikki Jean, Ab-Soul – Champagne Water (feat. Ab-Soul) (Champagne Water EP) · Watch on YouTube
youtube_video _gq2Tb5CWvg · row _gq2Tb5CWvg
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My Dream Girl
Listed as Ab-Soul – My Dream Girl (Long Term 1 & 2) · Watch on YouTube
youtube_video bI-2rBTD7KY · row bI-2rBTD7KY
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Blowin Them Horns
Listed as Ab-Soul – Blowin Them Horns (Long Term 1 & 2) · Watch on YouTube
youtube_video bgK5cKA8Tlk · row bgK5cKA8Tlk
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Regular Nigga (feat. Rapper Big Pooh)
Listed as Ab-Soul – Regular Nigga (feat. Rapper Big Pooh) (Long Term 1 & 2) · Watch on YouTube
youtube_video e9Y1Mn5ZC0g · row e9Y1Mn5ZC0g
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Thought It Was Love (feat. SoreLosers)
Listed as Ab-Soul – Thought It Was Love (feat. SoreLosers) (Long Term 1 & 2) · Watch on YouTube
youtube_video f4um3aUMXGc · row f4um3aUMXGc
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Closure
Listed as Ab-Soul – Closure (These Days...) · Watch on YouTube
youtube_video gS5-GkCDj50 · row gS5-GkCDj50
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Big Payback
Listed as Ab-Soul – Big Payback (Longterm Mentality) · Watch on YouTube
youtube_video jBqMxAvqtsM · row jBqMxAvqtsM
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Run tha Show
Listed as Ab-Soul – Run tha Show (Long Term 1 & 2) · Watch on YouTube
youtube_video jLLDEABiiCI · row jLLDEABiiCI
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Watch Yo Lady (feat. Kendrick Lamar)
Listed as Ab-Soul – Watch Yo Lady (feat. Kendrick Lamar) (Long Term 1 & 2) · Watch on YouTube
youtube_video nFAMgPQ2MLQ · row nFAMgPQ2MLQ
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Long Term 2
Listed as Ab-Soul – Long Term 2 (Long Term 1 & 2) · Watch on YouTube
youtube_video nRqvmO7PiV4 · row nRqvmO7PiV4
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#LTM
Listed as Ab-Soul – #LTM (Longterm Mentality) · Watch on YouTube
youtube_video noM6UJVBIRs · row noM6UJVBIRs
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Ab-Soul
Listed as Ab-Soul – Ab-Soul (Long Term 1 & 2) · Watch on YouTube
youtube_video outgYWXpfCU · row outgYWXpfCU
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Constipation (feat. Black Hippy)
Listed as Ab-Soul – Constipation (feat. Black Hippy) (Long Term 1 & 2) · Watch on YouTube
youtube_video qX4Uvryxfjc · row qX4Uvryxfjc
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Twact
Listed as Ab-Soul – Twact (These Days...) · Watch on YouTube
youtube_video qj2X1g2aa-Y · row qj2X1g2aa-Y
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Almost There
Listed as Ab-Soul – Almost There (Longterm Mentality) · Watch on YouTube
youtube_video und-lZKE7B8 · row und-lZKE7B8
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Motherless Child
Listed as AB-Soul – Motherless Child (Bastards of the Party (Original Motion Picture Soundtrack)) · Watch on YouTube
youtube_video wK93CIzJv08 · row wK93CIzJv08
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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.
- DLA Piper: Creation of music with generative AI may be copyright infringement (GEMA v Suno, LG München I, 42 O 763/25), 2026-08-28
- Music Business Worldwide: Warner Music Group settles with Suno, strikes first-of-its-kind deal, 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
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.
- 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.
- 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.
Is this you?
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.