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 My Ride, Headz Up (Refried), Po' Folks (feat. Anthony Hamilton)

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.

My Ride

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

youtube_video -FogEgoGYFk · row -FogEgoGYFk

LAION-DISCO-12M

Headz Up (Refried)

Listed as Nappy Roots – Headz Up (Refried) (Watermelon, Chicken & Gritz) · Watch on YouTube

youtube_video 1usikYKMVwU · row 1usikYKMVwU

LAION-DISCO-12M

Po' Folks (feat. Anthony Hamilton)

Listed as Nappy Roots – Po' Folks (feat. Anthony Hamilton) (Watermelon, Chicken & Gritz) · Watch on YouTube

youtube_video 4WGpCQWCVzc · row 4WGpCQWCVzc

LAION-DISCO-12M

Roun' the Globe

Listed as Nappy Roots – Roun' the Globe (Wooden Leather (Explicit Content U.S. Version)) · Watch on YouTube

youtube_video 9eDaZsqPzE0 · row 9eDaZsqPzE0

LAION-DISCO-12M

Nappy Roots Day

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

youtube_video BYcxj4J0N8o · row BYcxj4J0N8o

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Blowin' Trees

Listed as Nappy Roots – Blowin' Trees (Kentucky Fried Hip Hop) · Watch on YouTube

youtube_video ETroVzycNx8 · row ETroVzycNx8

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Random Thoughts (feat. Svnday)

Listed as Nappy Roots – Random Thoughts (feat. Svnday) (Random Thoughts) · Watch on YouTube

youtube_video FUOplHMr7X4 · row FUOplHMr7X4

LAION-DISCO-12M

Headz Up

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

youtube_video F_zqUfJQAuM · row F_zqUfJQAuM

LAION-DISCO-12M

Ho Down

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

youtube_video Feg18eTxd44 · row Feg18eTxd44

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Swerve and Lean

Listed as Nappy Roots – Swerve and Lean (The Humdinger) · Watch on YouTube

youtube_video GqhobsFq3Lk · row GqhobsFq3Lk

LAION-DISCO-12M

Start It Over

Listed as Nappy Roots – Start It Over (Watermelon, Chicken & Gritz) · Watch on YouTube

youtube_video I9wXaIxfni0 · row I9wXaIxfni0

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Hazy

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

youtube_video L44rXB7FijI · row L44rXB7FijI

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Work in Progress

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

youtube_video Lkqb61ZcIss · row Lkqb61ZcIss

LAION-DISCO-12M

Box of Chocolates

Listed as Nappy Roots – Box of Chocolates (Box of Chocolates) · Watch on YouTube

youtube_video MIxs9RlwK7s · row MIxs9RlwK7s

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Good Day

Listed as Nappy Roots – Good Day (The Humdinger) · Watch on YouTube

youtube_video R3J3YmS8_wg · row R3J3YmS8_wg

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Rise & Grind (feat. Backbone)

Listed as Nappy Roots – Rise & Grind (feat. Backbone) (NAPPY4LIFE, Pt. 1) · Watch on YouTube

youtube_video RSJ8knaQWU0 · row RSJ8knaQWU0

LAION-DISCO-12M

Down 'N Out (feat. Anthony Hamilton)

Listed as Nappy Roots – Down 'N Out (feat. Anthony Hamilton) (The Humdinger) · Watch on YouTube

youtube_video S49XZ-MY-kE · row S49XZ-MY-kE

LAION-DISCO-12M

Home Fried

Listed as Nappy Roots, Benji. – Home Fried (Home Fried) · Watch on YouTube

youtube_video S6ZaiJhgFUs · row S6ZaiJhgFUs

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Kiss The Sky

Listed as Nappy Roots – Kiss The Sky (Kiss The Sky) · Watch on YouTube

youtube_video SFyrc1fSors · row SFyrc1fSors

LAION-DISCO-12M

No Static (feat. Greg Nice)

Listed as Nappy Roots – No Static (feat. Greg Nice) (The Humdinger) · Watch on YouTube

youtube_video V9RX5WkIXpQ · row V9RX5WkIXpQ

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Slums

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

youtube_video VC_rwb8wihs · row VC_rwb8wihs

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Awnaw

Listed as Jazze Pha & Nappy Roots, Nappy Roots – Awnaw (Summertime Hip-Hop) · Watch on YouTube

youtube_video VY9xPREzRbk · row VY9xPREzRbk

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Awnaw [Rock Remix] (feat. Marcos)

Listed as Nappy Roots – Awnaw [Rock Remix] (feat. Marcos) (Watermelon, Chicken & Gritz) · Watch on YouTube

youtube_video VaYuKEwCla0 · row VaYuKEwCla0

LAION-DISCO-12M

Pete Rose

Listed as Nappy Roots, Khujo Goodie – Pete Rose (Nappy Dot Org) · Watch on YouTube

youtube_video XfA3C1ajd44 · row XfA3C1ajd44

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Hustla

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

youtube_video XwmDY3qiUWQ · row XwmDY3qiUWQ

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Lemme Tell You Bout It

Listed as Nappy Roots – Lemme Tell You Bout It (40RTY) · Watch on YouTube

youtube_video ZW0C9vvFPAs · row ZW0C9vvFPAs

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Do Better (feat. Andrew Weaver)

Listed as Nappy Roots – Do Better (feat. Andrew Weaver) (Do Better) · Watch on YouTube

youtube_video _gPEY5m9Tfc · row _gPEY5m9Tfc

LAION-DISCO-12M

Awnaw (All Hooks up Version) (feat. Jazze Pha)

Listed as Nappy Roots – Awnaw (All Hooks up Version) (feat. Jazze Pha) (Watermelon, Chicken & Gritz) · Watch on YouTube

youtube_video aa7dbKNTz0Q · row aa7dbKNTz0Q

LAION-DISCO-12M

How I Feel (feat. Elevator Jay)

Listed as Nappy Roots – How I Feel (feat. Elevator Jay) (40RTY+ (Deluxe)) · Watch on YouTube

youtube_video bk_t_YIQDa4 · row bk_t_YIQDa4

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Muddin'

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

youtube_video caWfDzEvUK4 · row caWfDzEvUK4

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Dime, Quarter, Nickel, Penny

Listed as Nappy Roots – Dime, Quarter, Nickel, Penny (Watermelon, Chicken & Gritz) · Watch on YouTube

youtube_video eO2h1tdHELY · row eO2h1tdHELY

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Set It Out

Listed as Nappy Roots – Set It Out (Watermelon, Chicken & Gritz) · Watch on YouTube

youtube_video fmzYhUqoPcs · row fmzYhUqoPcs

LAION-DISCO-12M

Leave This Morning (feat. Raphael Saadiq)

Listed as Nappy Roots – Leave This Morning (feat. Raphael Saadiq) (Wooden Leather (Explicit Content U.S. Version)) · Watch on YouTube

youtube_video gYulcIg0RME · row gYulcIg0RME

LAION-DISCO-12M

Waste Some Time

Listed as Colt Ford, Nappy Roots – Waste Some Time (Every Chance I Get) · Watch on YouTube

youtube_video giNLtdjeCtE · row giNLtdjeCtE

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Country Boyz

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

youtube_video h7HeZgWTWB8 · row h7HeZgWTWB8

LAION-DISCO-12M

Kentucky Mud

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

youtube_video hOPUruubWOw · row hOPUruubWOw

LAION-DISCO-12M

Sholiz

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

youtube_video hP2n3b2YcFQ · row hP2n3b2YcFQ

LAION-DISCO-12M

Push On (feat. Anthony Hamilton)

Listed as Nappy Roots – Push On (feat. Anthony Hamilton) (Wooden Leather (Explicit Content U.S. Version)) · Watch on YouTube

youtube_video iRJ-8FrOgXg · row iRJ-8FrOgXg

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Hands of Time (feat. Shaun Rose)

Listed as Nappy Roots – Hands of Time (feat. Shaun Rose) (Hands of Time) · Watch on YouTube

youtube_video kJtNJUbGRxw · row kJtNJUbGRxw

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Back Roads

Listed as Nappy Roots – Back Roads (Back Roads) · Watch on YouTube

youtube_video mG1J_zp0jQo · row mG1J_zp0jQo

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Come My Way (Remix)

Listed as Nappy Roots, Jason Michael Carroll – Come My Way (Remix) (Nappy Dot Org (Deluxe)) · Watch on YouTube

youtube_video mIOycchAQnk · row mIOycchAQnk

LAION-DISCO-12M

Window

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

youtube_video nJOjHZXhAVg · row nJOjHZXhAVg

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One Forty (New Vocal up Version)

Listed as Nappy Roots – One Forty (New Vocal up Version) (Watermelon, Chicken & Gritz) · Watch on YouTube

youtube_video oplWkqUAVBw · row oplWkqUAVBw

LAION-DISCO-12M

Tokyo

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

youtube_video qJwfjrPRucs · row qJwfjrPRucs

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Ballin' on a Budget (Tight Vocal up Version)

Listed as Nappy Roots – Ballin' on a Budget (Tight Vocal up Version) (Watermelon, Chicken & Gritz) · Watch on YouTube

youtube_video r-bACGyGQX4 · row r-bACGyGQX4

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Play Clothes

Listed as Nappy Roots – Play Clothes (Play Clothes) · Watch on YouTube

youtube_video uM-Wed-a7_c · row uM-Wed-a7_c

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Floatin With The Wind

Listed as Nappy Roots – Floatin With The Wind (Floatin With The Wind) · Watch on YouTube

youtube_video vNag-jRyQhw · row vNag-jRyQhw

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Sick & Tired

Listed as Nappy Roots – Sick & Tired (Kentucky Fried Hip Hop) · Watch on YouTube

youtube_video vkRjAJtJI8A · row vkRjAJtJI8A

LAION-DISCO-12M

Little Miss Crazyhot (Remix)

Listed as LOCASH, Nappy Roots – Little Miss Crazyhot (Remix) (Mud Digger Presents: Mud in the Club 2) · Watch on YouTube

youtube_video wd7LP8wtmPo · row wd7LP8wtmPo

LAION-DISCO-12M

Life's a Bitch (New Vox up Version)

Listed as Nappy Roots – Life's a Bitch (New Vox up Version) (Watermelon, Chicken & Gritz) · Watch on YouTube

youtube_video z-PAPX7lqQE · row z-PAPX7lqQE

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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.