Yes. Nappy Roots has 135 songs listed in a dataset used to train AI music models.

Used for training 135

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 Come My Way, Kalifornia Dreamin' (feat. Rose & Slick), Feeling Like

Listed under the artist name 135 songs in LAION-DISCO-12M

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

Come My Way

Listed as Nappy Roots – Come My Way (Jay & Silent Bob Reboot (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video --LiNPM2goI · row --LiNPM2goI

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Kalifornia Dreamin' (feat. Rose & Slick)

Listed as Nappy Roots – Kalifornia Dreamin' (feat. Rose & Slick) (The Humdinger) · Watch on YouTube

youtube_video 01xgZJtRLuY · row 01xgZJtRLuY

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Feeling Like

Listed as Nappy Roots – Feeling Like (The 40 Akerz Project) · Watch on YouTube

youtube_video 1HTCQpraWls · row 1HTCQpraWls

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Toast (feat. Lando Ameen)

Listed as Nappy Roots – Toast (feat. Lando Ameen) (40RTY) · Watch on YouTube

youtube_video 58rJCw-YGYk · row 58rJCw-YGYk

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The Lounge

Listed as Nappy Roots – The Lounge (Watermelon, Chicken & Gritz) · Watch on YouTube

youtube_video 96m6YriktYw · row 96m6YriktYw

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Facts

Listed as Nappy Roots – Facts (The 40 Akerz Project) · Watch on YouTube

youtube_video 9tqueY0gDBw · row 9tqueY0gDBw

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Nappy Holidays

Listed as Nappy Roots – Nappy Holidays (An Average Joes Muddy Christmas) · Watch on YouTube

youtube_video AHKkc4WmJvg · row AHKkc4WmJvg

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Call the Cops

Listed as Nappy Roots – Call the Cops (The 40 Akerz Project) · Watch on YouTube

youtube_video AiTAj-pdILQ · row AiTAj-pdILQ

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SK8

Listed as Nappy Roots – SK8 (NAPPY4LIFE, Pt. 1) · Watch on YouTube

youtube_video Av1jbmZf9Io · row Av1jbmZf9Io

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No Good

Listed as Nappy Roots – No Good (Wooden Leather (Explicit Content U.S. Version)) · Watch on YouTube

youtube_video BYLaW9NAboU · row BYLaW9NAboU

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The Void (feat. Earthgang & Scotty ATL)

Listed as Nappy Roots – The Void (feat. Earthgang & Scotty ATL) (Another 40 Akerz) · Watch on YouTube

youtube_video Bl0BpqzWBIQ · row Bl0BpqzWBIQ

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Hey Love

Listed as Nappy Roots, Samuel Christian – Hey Love (Nappy Dot Org) · Watch on YouTube

youtube_video C7rbra26DtM · row C7rbra26DtM

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Doesn't Matter (feat. Micah Freeman)

Listed as Nappy Roots – Doesn't Matter (feat. Micah Freeman) (Doesn't Matter) · Watch on YouTube

youtube_video CKSoRBdpuY0 · row CKSoRBdpuY0

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These Walls (Dirty MC Edit)

Listed as Nappy Roots – These Walls (Dirty MC Edit) (Wooden Leather (Explicit Content U.S. Version)) · Watch on YouTube

youtube_video Cv6CX0me9mI · row Cv6CX0me9mI

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Light & Dark

Listed as Nappy Roots – Light & Dark (Wooden Leather) · Watch on YouTube

youtube_video GBuPQ59-lFg · row GBuPQ59-lFg

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Twang

Listed as Nappy Roots – Twang (Wooden Leather (Explicit Content U.S. Version)) · Watch on YouTube

youtube_video GgcxiyO7PP0 · row GgcxiyO7PP0

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Don't Cry (feat. Madison Laughridge)

Listed as Nappy Roots – Don't Cry (feat. Madison Laughridge) (NAPPY4LIFE, Pt. 1) · Watch on YouTube

youtube_video I2UyOXj7EDg · row I2UyOXj7EDg

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Superstar

Listed as Nappy Roots – Superstar (Superstar) · Watch on YouTube

youtube_video Iweh24aOAu8 · row Iweh24aOAu8

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The Intersection (feat. Quelly)

Listed as Nappy Roots – The Intersection (feat. Quelly) (NAPPY4LIFE, Pt. 1) · Watch on YouTube

youtube_video JCu1luaYI4M · row JCu1luaYI4M

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Country Boy Return

Listed as Nappy Roots – Country Boy Return (Nappy Dot Org) · Watch on YouTube

youtube_video TE4kz60ftA4 · row TE4kz60ftA4

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Lac Dogs & Hogs

Listed as Nappy Roots – Lac Dogs & Hogs (Wooden Leather (Explicit Content U.S. Version)) · Watch on YouTube

youtube_video V8Gwk7QrSyI · row V8Gwk7QrSyI

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Ms. Cleo

Listed as Nappy Roots – Ms. Cleo (The 40 Akerz Project) · Watch on YouTube

youtube_video VzWmJwKMUrY · row VzWmJwKMUrY

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Closer To My Dreams (feat. Gold Griffith)

Listed as Nappy Roots – Closer To My Dreams (feat. Gold Griffith) (NAPPY4LIFE, Pt. 1) · Watch on YouTube

youtube_video WY_EzemYyjI · row WY_EzemYyjI

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Trouble In, Trouble Out

Listed as Nappy Roots – Trouble In, Trouble Out (The Ladykillers (Music from The Motion Picture)) · Watch on YouTube

youtube_video WvXa5lishuQ · row WvXa5lishuQ

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Melting Pot

Listed as Nappy Roots – Melting Pot (The 40 Akerz Project) · Watch on YouTube

youtube_video YSjgtF86JXE · row YSjgtF86JXE

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Wings (feat. Emi Meyer)

Listed as Nappy Roots – Wings (feat. Emi Meyer) (Another 40 Akerz) · Watch on YouTube

youtube_video Z076C0wogro · row Z076C0wogro

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The Scene from Collateral (Skit)

Listed as Nappy Roots – The Scene from Collateral (Skit) (The 40 Akerz Project) · Watch on YouTube

youtube_video ZF0p0n2FZ3c · row ZF0p0n2FZ3c

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Small Town

Listed as Nappy Roots – Small Town (The Humdinger) · Watch on YouTube

youtube_video bG6bi-Ct-Xc · row bG6bi-Ct-Xc

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Rewind

Listed as Nappy Roots – Rewind (Rewind) · Watch on YouTube

youtube_video bdGYqwyEj_4 · row bdGYqwyEj_4

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Lately (feat. Gareth Asher)

Listed as Nappy Roots – Lately (feat. Gareth Asher) (40RTY) · Watch on YouTube

youtube_video cynKfT4Qkk8 · row cynKfT4Qkk8

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No Idea

Listed as Nappy Roots – No Idea (The 40 Akerz Project) · Watch on YouTube

youtube_video eB4_Ytti0LA · row eB4_Ytti0LA

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Good God Almighty Intro

Listed as Nappy Roots – Good God Almighty Intro (Wooden Leather) · Watch on YouTube

youtube_video etYMTdCUci4 · row etYMTdCUci4

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Til They Told Us

Listed as Nappy Roots – Til They Told Us (40RTY) · Watch on YouTube

youtube_video fYFuR1IRPlE · row fYFuR1IRPlE

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Looking Grown

Listed as Nappy Roots – Looking Grown (Looking Grown) · Watch on YouTube

youtube_video fat6pYVgBJs · row fat6pYVgBJs

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Jivin' and Schuckin'

Listed as Nappy Roots – Jivin' and Schuckin' (40RTY) · Watch on YouTube

youtube_video gStJStjkSdg · row gStJStjkSdg

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I Suppose (feat. Lando Ameen & Backwud Marc)

Listed as Nappy Roots – I Suppose (feat. Lando Ameen & Backwud Marc) (40RTY) · Watch on YouTube

youtube_video gz0dbrn5D68 · row gz0dbrn5D68

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Karma

Listed as Nappy Roots – Karma (Nappy Dot Org) · Watch on YouTube

youtube_video hFoNhHo-ToY · row hFoNhHo-ToY

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Sundown (feat. Svnday)

Listed as Nappy Roots – Sundown (feat. Svnday) (40RTY+ (Deluxe)) · Watch on YouTube

youtube_video hSw9JdXSkok · row hSw9JdXSkok

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Front Porch (feat. Madison Laughridge)

Listed as Nappy Roots – Front Porch (feat. Madison Laughridge) (Another 40 Akerz) · Watch on YouTube

youtube_video mPstu3vSK3w · row mPstu3vSK3w

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War / Peace

Listed as Nappy Roots – War / Peace (Wooden Leather) · Watch on YouTube

youtube_video mq6vx-bcj8k · row mq6vx-bcj8k

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Down This Road (feat. Gold Griffith)

Listed as Nappy Roots – Down This Road (feat. Gold Griffith) (40RTY) · Watch on YouTube

youtube_video mqiD3XwOlmI · row mqiD3XwOlmI

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Take a Deep Breath (feat. Micah Freeman & ForteBowie)

Listed as Nappy Roots – Take a Deep Breath (feat. Micah Freeman & ForteBowie) (Another 40 Akerz) · Watch on YouTube

youtube_video pdl9a7OUD-M · row pdl9a7OUD-M

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Roll Again

Listed as Nappy Roots – Roll Again (Wooden Leather (Explicit Content U.S. Version)) · Watch on YouTube

youtube_video r-VvxuYmVck · row r-VvxuYmVck

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Hotel Lobby (feat. Money Rabbit)

Listed as Nappy Roots – Hotel Lobby (feat. Money Rabbit) (NAPPY4LIFE, Pt. 1) · Watch on YouTube

youtube_video rV9boeLKs6U · row rV9boeLKs6U

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Footie Socks & Ice Cream (feat. Raven Richards)

Listed as Nappy Roots – Footie Socks & Ice Cream (feat. Raven Richards) (Footie Socks & Ice Cream) · Watch on YouTube

youtube_video sLb1fu23Lqs · row sLb1fu23Lqs

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Beads & Braids

Listed as Nappy Roots – Beads & Braids (The Humdinger) · Watch on YouTube

youtube_video u0Ty9_vxYD4 · row u0Ty9_vxYD4

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Photograph (feat. Emi Meyer)

Listed as Nappy Roots – Photograph (feat. Emi Meyer) (NAPPY4LIFE, Pt. 1) · Watch on YouTube

youtube_video uJtOttbgbZA · row uJtOttbgbZA

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Another Day, Another Dollar

Listed as Nappy Roots – Another Day, Another Dollar (The Ladykillers (Music from The Motion Picture)) · Watch on YouTube

youtube_video uMXiL4jECPE · row uMXiL4jECPE

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Blind Faith (feat. Lando Ameen)

Listed as Nappy Roots – Blind Faith (feat. Lando Ameen) (Blind Faith) · Watch on YouTube

youtube_video vG-d1yXjwBU · row vG-d1yXjwBU

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What Cha Gonna Do? (The Anthem)

Listed as Nappy Roots – What Cha Gonna Do? (The Anthem) (Wooden Leather (Explicit Content U.S. Version)) · Watch on YouTube

youtube_video zZ1YHMf1R9A · row zZ1YHMf1R9A

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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.