Yes. 21 Savage has 159 songs listed in a dataset used to train AI music models.

Used for training 159

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 Niagara Falls (Foot or 2) (ChoppedNotSlopped), sneaky, Hours In Silence

Listed under the artist name 159 songs in LAION-DISCO-12M

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

Niagara Falls (Foot or 2) (ChoppedNotSlopped)

Listed as Metro Boomin, Travis Scott, 21 Savage – Niagara Falls (Foot or 2) (ChoppedNotSlopped) (HEROES & VILLAINS (Villains Version)) · Watch on YouTube

youtube_video 155DOWa1gH4 · row 155DOWa1gH4

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sneaky

Listed as 21 Savage – sneaky (american dream) · Watch on YouTube

youtube_video 1oX7rEBAo4A · row 1oX7rEBAo4A

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Hours In Silence

Listed as Drake, 21 Savage – Hours In Silence (Her Loss) · Watch on YouTube

youtube_video 2fmDzZD-ME4 · row 2fmDzZD-ME4

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Nonviolent Communication

Listed as Metro Boomin, James Blake, A$AP Rocky, 21 Savage – Nonviolent Communication (METRO BOOMIN PRESENTS SPIDER-MAN: ACROSS THE SPIDER-VERSE (SOUNDTRACK FROM AND INSPIRED BY THE MOTION PICTURE)) · Watch on YouTube

youtube_video 5LxucCAkPW8 · row 5LxucCAkPW8

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can't leave without it

Listed as 21 Savage – can't leave without it (i am > i was) · Watch on YouTube

youtube_video 6D6eXGRAbHo · row 6D6eXGRAbHo

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Yessirskiii

Listed as Lil Uzi Vert, 21 Savage – Yessirskiii (Eternal Atake (Deluxe) - LUV vs. The World 2) · Watch on YouTube

youtube_video 8pjoqEz-MgY · row 8pjoqEz-MgY

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Radar

Listed as 550, 21 Savage – Radar (HoodLum) · Watch on YouTube

youtube_video BzL3nxeYcBg · row BzL3nxeYcBg

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Privileged Rappers

Listed as Drake, 21 Savage – Privileged Rappers (Her Loss) · Watch on YouTube

youtube_video DRKVwgN040A · row DRKVwgN040A

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prove it

Listed as 21 Savage, Summer Walker – prove it (american dream) · Watch on YouTube

youtube_video FnyL8uYMAGY · row FnyL8uYMAGY

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Lazy Susan (feat. Warren Hue & Masiwei)

Listed as 21 Savage, Rich Brian – Lazy Susan (feat. Warren Hue & Masiwei) (Shang-Chi and The Legend of The Ten Rings: The Album) · Watch on YouTube

youtube_video Fu44-YoaoCM · row Fu44-YoaoCM

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6AM in Havendale

Listed as The Paradise, 21 Savage – 6AM in Havendale (6AM in Havendale) · Watch on YouTube

youtube_video Gr30daF_6s0 · row Gr30daF_6s0

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dangerous (nightcore version)

Listed as 21 Savage, Lil Durk, Metro Boomin – dangerous (nightcore version) (american dream (nightcore version)) · Watch on YouTube

youtube_video I4HtVX9wVzE · row I4HtVX9wVzE

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née-nah

Listed as 21 Savage, Travis Scott, Metro Boomin – née-nah (american dream) · Watch on YouTube

youtube_video JO040F_LCG0 · row JO040F_LCG0

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should've wore a bonnet

Listed as 21 Savage, Brent Faiyaz – should've wore a bonnet (american dream) · Watch on YouTube

youtube_video JdkK3wHqOsQ · row JdkK3wHqOsQ

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née-nah (slowed down)

Listed as 21 Savage, Travis Scott, Metro Boomin – née-nah (slowed down) (american dream (slowed down)) · Watch on YouTube

youtube_video Jts4Kz7uKak · row Jts4Kz7uKak

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BOTH (David Guetta & Seth Hills Remix)

Listed as Tiësto, 21 Savage, BIA – BOTH (David Guetta & Seth Hills Remix) (BOTH (David Guetta & Seth Hills Remix)) · Watch on YouTube

youtube_video KGeieObsszo · row KGeieObsszo

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Cash In Cash Out

Listed as Pharrell Williams, 21 Savage, Tyler, The Creator – Cash In Cash Out (Cash In Cash Out) · Watch on YouTube

youtube_video KcihkHvPopM · row KcihkHvPopM

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Creepin'

Listed as Metro Boomin, The Weeknd, 21 Savage – Creepin' (HEROES & VILLAINS) · Watch on YouTube

youtube_video LOqGYF0oFIg · row LOqGYF0oFIg

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Runnin

Listed as 21 Savage, Metro Boomin – Runnin (SAVAGE MODE II) · Watch on YouTube

youtube_video LunG13WXTPk · row LunG13WXTPk

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redrum

Listed as 21 Savage – redrum (american dream) · Watch on YouTube

youtube_video OCY9vN4QzqY · row OCY9vN4QzqY

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pop ur shit

Listed as 21 Savage, Young Thug, Metro Boomin – pop ur shit (american dream) · Watch on YouTube

youtube_video Onl8JAP4Vfk · row Onl8JAP4Vfk

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dark days (sped up)

Listed as 21 Savage, Mariah the Scientist – dark days (sped up) (american dream (sped up)) · Watch on YouTube

youtube_video PyxoS-k6dS4 · row PyxoS-k6dS4

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thought i was playing

Listed as Gunna, 21 Savage – thought i was playing (DS4EVER) · Watch on YouTube

youtube_video Q2C_naBHN30 · row Q2C_naBHN30

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No Heart

Listed as 21 Savage, Metro Boomin – No Heart (Savage Mode) · Watch on YouTube

youtube_video RySu1PXKyik · row RySu1PXKyik

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Niagara Falls (Foot or 2)

Listed as Metro Boomin, Travis Scott, 21 Savage – Niagara Falls (Foot or 2) (HEROES & VILLAINS) · Watch on YouTube

youtube_video SFMCCPX5TM4 · row SFMCCPX5TM4

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Creepin'

Listed as Metro Boomin, The Weeknd, 21 Savage – Creepin' (HEROES & VILLAINS) · Watch on YouTube

youtube_video VYsr8v1jMHI · row VYsr8v1jMHI

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Creepin'

Listed as Metro Boomin, The Weeknd, 21 Savage – Creepin' (Megahits 2023 - Die Zweite) · Watch on YouTube

youtube_video VsciB-lOYt8 · row VsciB-lOYt8

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Circo Loco

Listed as Drake, 21 Savage – Circo Loco (Her Loss) · Watch on YouTube

youtube_video Yv0QHcalyGU · row Yv0QHcalyGU

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X (feat. Future)

Listed as 21 Savage, Metro Boomin – X (feat. Future) (Savage Mode) · Watch on YouTube

youtube_video aEtqFWKKbbM · row aEtqFWKKbbM

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Major Distribution

Listed as Drake, 21 Savage – Major Distribution (Her Loss) · Watch on YouTube

youtube_video b-UsFrol25Y · row b-UsFrol25Y

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ball w/o you

Listed as 21 Savage – ball w/o you (i am > i was) · Watch on YouTube

youtube_video cxRH_d4IpK4 · row cxRH_d4IpK4

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dark days

Listed as 21 Savage, Mariah the Scientist – dark days (american dream) · Watch on YouTube

youtube_video dPhqgTApPCk · row dPhqgTApPCk

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Bank Account

Listed as 21 Savage – Bank Account (Issa Album) · Watch on YouTube

youtube_video eCK772REqw0 · row eCK772REqw0

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Creepin' (Remix)

Listed as Diddy, Metro Boomin, The Weeknd, 21 Savage – Creepin' (Remix) (The Love Album: Off The Grid (Extended)) · Watch on YouTube

youtube_video euWQMlvXI2o · row euWQMlvXI2o

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Cocky (feat. London On Da Track)

Listed as A$AP Rocky, Gucci Mane, 21 Savage – Cocky (feat. London On Da Track) (Cocky) · Watch on YouTube

youtube_video gq5qGctRf7c · row gq5qGctRf7c

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Rich Nigga Shit (feat. Young Thug)

Listed as 21 Savage, Metro Boomin – Rich Nigga Shit (feat. Young Thug) (SAVAGE MODE II) · Watch on YouTube

youtube_video jyNU8NjgtAc · row jyNU8NjgtAc

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Glock In My Lap

Listed as 21 Savage, Metro Boomin – Glock In My Lap (SAVAGE MODE II) · Watch on YouTube

youtube_video m9Fbp02qBcw · row m9Fbp02qBcw

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Peru (Remix)

Listed as Fireboy DML, 21 Savage, Blxst – Peru (Remix) (Peru (Remix)) · Watch on YouTube

youtube_video mfsnVsnvsoU · row mfsnVsnvsoU

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Slidin

Listed as 21 Savage, Metro Boomin – Slidin (SAVAGE MODE II) · Watch on YouTube

youtube_video pIJLYyn4yh4 · row pIJLYyn4yh4

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dark days (nightcore version)

Listed as 21 Savage, Mariah the Scientist – dark days (nightcore version) (american dream (nightcore version)) · Watch on YouTube

youtube_video qT0IjqOPfL0 · row qT0IjqOPfL0

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Spin Bout U

Listed as Drake, 21 Savage – Spin Bout U (Her Loss) · Watch on YouTube

youtube_video qUfyX83py2E · row qUfyX83py2E

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a lot

Listed as 21 Savage – a lot (i am > i was) · Watch on YouTube

youtube_video qkDqCSgbluI · row qkDqCSgbluI

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On BS

Listed as Drake, 21 Savage – On BS (Her Loss) · Watch on YouTube

youtube_video slLiMz8Wxsg · row slLiMz8Wxsg

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Rich Flex

Listed as Drake, 21 Savage – Rich Flex (Her Loss) · Watch on YouTube

youtube_video sllmR3TJd_w · row sllmR3TJd_w

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née-nah (nightcore version)

Listed as 21 Savage, Travis Scott, Metro Boomin – née-nah (nightcore version) (american dream (nightcore version)) · Watch on YouTube

youtube_video stBXQAP_sB8 · row stBXQAP_sB8

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Run (feat. BIA)

Listed as YG, Tyga, 21 Savage – Run (feat. BIA) (Run) · Watch on YouTube

youtube_video tJTHPt4ZuHc · row tJTHPt4ZuHc

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It’s Up

Listed as Drake, Young Thug, 21 Savage – It’s Up (100 GIGS) · Watch on YouTube

youtube_video ufCoLHEvsmk · row ufCoLHEvsmk

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n.h.i.e. (nightcore version)

Listed as 21 Savage, Doja Cat – n.h.i.e. (nightcore version) (american dream (nightcore version)) · Watch on YouTube

youtube_video v1wwKVDOHOo · row v1wwKVDOHOo

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Good Good

Listed as USHER, 21 Savage, Summer Walker – Good Good (COMING HOME) · Watch on YouTube

youtube_video v6XchHfBdK4 · row v6XchHfBdK4

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dark days (slowed down)

Listed as 21 Savage, Mariah the Scientist – dark days (slowed down) (american dream (slowed down)) · Watch on YouTube

youtube_video yeVRhIz_rkE · row yeVRhIz_rkE

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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.