Yes. Nostalgix has 40 songs listed in a dataset used to train AI music models.

Used for training 40

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 Look At Me, WAR (CHYL Remix) (feat. Rico Nasty), Real Girls (feat. DEV)

Listed under the artist name 40 songs in LAION-DISCO-12M

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

Look At Me

Listed as Nostalgix – Look At Me (Look At Me) · Watch on YouTube

youtube_video 0LRUU868s0M · row 0LRUU868s0M

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WAR (CHYL Remix) (feat. Rico Nasty)

Listed as Nostalgix – WAR (CHYL Remix) (feat. Rico Nasty) (WAR (CHYL Remix)) · Watch on YouTube

youtube_video 1YK-S9MLdXs · row 1YK-S9MLdXs

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Real Girls (feat. DEV)

Listed as Nostalgix – Real Girls (feat. DEV) (Star City) · Watch on YouTube

youtube_video 5oRF7MqpIso · row 5oRF7MqpIso

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Run It Up

Listed as Nostalgix, Makla – Run It Up (Act Out) · Watch on YouTube

youtube_video 6Ein-uyBsXM · row 6Ein-uyBsXM

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The Plug (feat. NOISES)

Listed as Nostalgix – The Plug (feat. NOISES) (The Plug) · Watch on YouTube

youtube_video 7EihknX3r3k · row 7EihknX3r3k

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Boom (feat. Daaron Anthony)

Listed as Nostalgix – Boom (feat. Daaron Anthony) (Boom) · Watch on YouTube

youtube_video 99J7o1iffSQ · row 99J7o1iffSQ

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DEMONS (feat. Southside Diddy)

Listed as Nostalgix – DEMONS (feat. Southside Diddy) (Star City) · Watch on YouTube

youtube_video A5wtpRwthao · row A5wtpRwthao

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Hold Up (Nostalgix Remix) (feat. Big Freedia & UNIIQU3)

Listed as WHIPPED CREAM, Moore Kismet, Nostalgix – Hold Up (Nostalgix Remix) (feat. Big Freedia & UNIIQU3) (Hold Up (Remixes)) · Watch on YouTube

youtube_video CL2vwUmaIks · row CL2vwUmaIks

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Rebellion

Listed as Nostalgix, FSHN – Rebellion (Ghetto Ghetto Miami II) · Watch on YouTube

youtube_video Eim4159esuI · row Eim4159esuI

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Need You

Listed as Nostalgix – Need You (Star City) · Watch on YouTube

youtube_video F29JPj4oxHk · row F29JPj4oxHk

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Lockdown

Listed as Nostalgix, Scrufizzer – Lockdown (Lockdown) · Watch on YouTube

youtube_video F3H67SEL8Zo · row F3H67SEL8Zo

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Heat Rush (feat. Dyer)

Listed as Nostalgix – Heat Rush (feat. Dyer) (Heat Rush) · Watch on YouTube

youtube_video H2MUj6yPg88 · row H2MUj6yPg88

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Downtown (feat. Way)

Listed as Nostalgix – Downtown (feat. Way) (Act Out) · Watch on YouTube

youtube_video IQlk-JtH1dU · row IQlk-JtH1dU

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Gimme Bass

Listed as Moksi, Nostalgix – Gimme Bass (Gimme Bass) · Watch on YouTube

youtube_video IznHOy1Pi7M · row IznHOy1Pi7M

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Don’t Keep Me Waiting (feat. Mila Falls)

Listed as Nostalgix – Don’t Keep Me Waiting (feat. Mila Falls) (Don’t Keep Me Waiting) · Watch on YouTube

youtube_video JcsusLQoSOo · row JcsusLQoSOo

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Stop Calling

Listed as Nostalgix – Stop Calling (We Are OKNF, Vol. 12) · Watch on YouTube

youtube_video K77dzmVjOwU · row K77dzmVjOwU

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My Type

Listed as Nostalgix – My Type (My Type) · Watch on YouTube

youtube_video KT_hLQYyyxI · row KT_hLQYyyxI

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Mind Your Biz

Listed as Nostalgix, Sophiegrophy – Mind Your Biz (Unlocked Vol. 1) · Watch on YouTube

youtube_video NDJm1lWjMyk · row NDJm1lWjMyk

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Chat

Listed as NuBass, Nostalgix – Chat (Countdown) · Watch on YouTube

youtube_video QB-Nuwgtkm8 · row QB-Nuwgtkm8

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Nostalgix Stops By

Listed as Austin Kramer, Nostalgix – Nostalgix Stops By (Nostalgix on UNreleased) · Watch on YouTube

youtube_video QpG7bFjaYgQ · row QpG7bFjaYgQ

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Party All Night (feat. Chi City)

Listed as Nostalgix – Party All Night (feat. Chi City) (Supah Fly) · Watch on YouTube

youtube_video SOxYV7YTBaA · row SOxYV7YTBaA

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Bad For Me

Listed as Nostalgix – Bad For Me (OG Sins) · Watch on YouTube

youtube_video U6OH-bclNg8 · row U6OH-bclNg8

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Options (feat. Lano Bandz)

Listed as Nostalgix – Options (feat. Lano Bandz) (Options) · Watch on YouTube

youtube_video WTL5uAqoaNo · row WTL5uAqoaNo

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Badman

Listed as Nostalgix – Badman (Badman) · Watch on YouTube

youtube_video WZtcByrph4Y · row WZtcByrph4Y

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Supah Fly

Listed as Nostalgix, Michael Sparks – Supah Fly (Supah Fly) · Watch on YouTube

youtube_video XVIoaGVtcCA · row XVIoaGVtcCA

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Famous

Listed as Nostalgix – Famous (Famous) · Watch on YouTube

youtube_video YuGwbXaVMJ4 · row YuGwbXaVMJ4

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OG Sins

Listed as Nostalgix – OG Sins (OG Sins) · Watch on YouTube

youtube_video Z9kXef5nSk8 · row Z9kXef5nSk8

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Act Out

Listed as Nostalgix – Act Out (Act Out) · Watch on YouTube

youtube_video aF_1cvVj2YI · row aF_1cvVj2YI

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Snitches

Listed as Nostalgix – Snitches (Confession X Night Bass: The Album) · Watch on YouTube

youtube_video aUNmx4sgDmw · row aUNmx4sgDmw

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Dangerous

Listed as Nostalgix, AC Slater – Dangerous (Act Out) · Watch on YouTube

youtube_video cRdb6NPa8ng · row cRdb6NPa8ng

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Brat

Listed as Nostalgix, Vouti – Brat (Brat) · Watch on YouTube

youtube_video ftfEe4OpssQ · row ftfEe4OpssQ

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Heist

Listed as Nostalgix – Heist (OG Sins) · Watch on YouTube

youtube_video hcsZrdgj7J8 · row hcsZrdgj7J8

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Bassline Drip

Listed as Nostalgix, Dread MC – Bassline Drip (Famous) · Watch on YouTube

youtube_video khhVJoHvRP8 · row khhVJoHvRP8

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Bust It

Listed as BIJOU, Nostalgix – Bust It (Bust It) · Watch on YouTube

youtube_video nUB4Ggdfsw0 · row nUB4Ggdfsw0

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Mind Tricks (feat. Way)

Listed as Nostalgix – Mind Tricks (feat. Way) (Night Bass Freshmen Vol 3) · Watch on YouTube

youtube_video oyb5-6RHiPw · row oyb5-6RHiPw

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WAR

Listed as Nostalgix, Rico Nasty – WAR (WAR) · Watch on YouTube

youtube_video uO2O54v_es4 · row uO2O54v_es4

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I AM A GOD

Listed as WHIPPED CREAM, Nostalgix – I AM A GOD (I AM A GOD) · Watch on YouTube

youtube_video w8n3P56QPI8 · row w8n3P56QPI8

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Low Key

Listed as MNNR, Nostalgix – Low Key (This is Night Bass: Vol. 12) · Watch on YouTube

youtube_video wrxqXDZmeys · row wrxqXDZmeys

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Friends (feat. AMY MIYÚ)

Listed as Nostalgix – Friends (feat. AMY MIYÚ) (Friends) · Watch on YouTube

youtube_video wtTdJMptIdY · row wtTdJMptIdY

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Black Mirror

Listed as Nostalgix, Wasiu – Black Mirror (Black Mirror) · Watch on YouTube

youtube_video y_2l21_1bvM · row y_2l21_1bvM

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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.