Yes. Yung Ralph has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 Never Goin' broke (feat. Solo Lucci & Ferrari Ferrel), Realest, Still Looking

Listed under the artist name 149 songs in LAION-DISCO-12M

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

Never Goin' broke (feat. Solo Lucci & Ferrari Ferrel)

Listed as Yung Ralph – Never Goin' broke (feat. Solo Lucci & Ferrari Ferrel) (I Am Juugman 2) · Watch on YouTube

youtube_video 0FPD_DPdzLg · row 0FPD_DPdzLg

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Realest

Listed as Yung Ralph – Realest (I Am Juugman 2) · Watch on YouTube

youtube_video 2EhHHkyHSW8 · row 2EhHHkyHSW8

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Still Looking

Listed as Yung Ralph – Still Looking (Jugg The City) · Watch on YouTube

youtube_video 2_qRARMoDv4 · row 2_qRARMoDv4

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Yung Ralph Intro

Listed as Yung Ralph Feat. DJ Scream – Yung Ralph Intro (DJ Scream Presents the Juug Man) · Watch on YouTube

youtube_video 3CKvWtkVVo8 · row 3CKvWtkVVo8

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Strapped Up

Listed as Yung Ralph Feat. DJ Scream – Strapped Up (DJ Scream Presents the Juug Man) · Watch on YouTube

youtube_video 5AgEFPgigMU · row 5AgEFPgigMU

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On My Way Feat. Parlae of Dfb (feat. Parlae of Dfb)

Listed as Yung Ralph Feat. DJ Scream – On My Way Feat. Parlae of Dfb (feat. Parlae of Dfb) (DJ Scream Presents the Juug Man) · Watch on YouTube

youtube_video 82vI9sXMc7g · row 82vI9sXMc7g

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An Other Hoe

Listed as Yung Ralph – An Other Hoe (Back 2 Bizness) · Watch on YouTube

youtube_video 8ZTNGqY_J0M · row 8ZTNGqY_J0M

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Stay Down (feat. Nixta)

Listed as Yung Ralph – Stay Down (feat. Nixta) (I Am Juugman 3) · Watch on YouTube

youtube_video 8mAizmUMGn8 · row 8mAizmUMGn8

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Five Deep

Listed as Yung Ralph – Five Deep (Five Deep) · Watch on YouTube

youtube_video 8ydk1w_NNp4 · row 8ydk1w_NNp4

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My Rims

Listed as Yung Ralph Feat. DJ Scream – My Rims (DJ Scream Presents the Juug Man) · Watch on YouTube

youtube_video 9OdLyvCVtIc · row 9OdLyvCVtIc

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Cost Of Fame (feat. Solo Lucci)

Listed as Yung Ralph – Cost Of Fame (feat. Solo Lucci) (I Am Juugman 3) · Watch on YouTube

youtube_video D3hBeGdw9Qc · row D3hBeGdw9Qc

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Take a Trip

Listed as Yung Ralph – Take a Trip (Back 2 Bizness) · Watch on YouTube

youtube_video FQ9D610RUyc · row FQ9D610RUyc

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Moma Told Me

Listed as Yung Ralph – Moma Told Me (I Am Juugman 3) · Watch on YouTube

youtube_video GCh0x8mq5Jk · row GCh0x8mq5Jk

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Movie

Listed as Yung Ralph – Movie (I Am Juugman) · Watch on YouTube

youtube_video Gjy4HijxeVE · row Gjy4HijxeVE

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Intro

Listed as Yung Ralph – Intro (I Am Juugman 3) · Watch on YouTube

youtube_video GkKKNltwWxs · row GkKKNltwWxs

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Where is my homie

Listed as Yung Ralph – Where is my homie (Where is my homie) · Watch on YouTube

youtube_video HGnhVEoA04s · row HGnhVEoA04s

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Saint Laurent (feat. Lil Swiipe)

Listed as Yung Ralph – Saint Laurent (feat. Lil Swiipe) (I Am Juugman 3) · Watch on YouTube

youtube_video If3zhDEpIyE · row If3zhDEpIyE

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Trimm

Listed as Parlae, Yung Ralph – Trimm (Trimm) · Watch on YouTube

youtube_video JTyT7cP3rE8 · row JTyT7cP3rE8

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I Am Juugman

Listed as Yung Ralph – I Am Juugman (I Am Juugman) · Watch on YouTube

youtube_video JngMvM6pgf8 · row JngMvM6pgf8

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Never

Listed as Yung Ralph – Never (DJ Scream Presents the Juug Man 2) · Watch on YouTube

youtube_video L1ro8s3oZtQ · row L1ro8s3oZtQ

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Mo Hands

Listed as Yung Ralph – Mo Hands (I Am Juugman) · Watch on YouTube

youtube_video MOkwU9kKGz8 · row MOkwU9kKGz8

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Rich Forever

Listed as Yung Ralph – Rich Forever (Rich Forever) · Watch on YouTube

youtube_video Nv7QBFQlia0 · row Nv7QBFQlia0

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The Long Way

Listed as Yung Ralph – The Long Way (Back 2 Bizness) · Watch on YouTube

youtube_video SMOlh4BxpFM · row SMOlh4BxpFM

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Anchor Man

Listed as Yung Ralph – Anchor Man (Back 2 Bizness) · Watch on YouTube

youtube_video SP6bVvm2KQk · row SP6bVvm2KQk

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Where I Be Interlude

Listed as Yung Ralph Feat. DJ Scream – Where I Be Interlude (DJ Scream Presents the Juug Man) · Watch on YouTube

youtube_video VLAsQHm3sKg · row VLAsQHm3sKg

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Too Easy

Listed as Yung Ralph – Too Easy (I Am Juugman 2) · Watch on YouTube

youtube_video _m5emAY6CZc · row _m5emAY6CZc

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Ran Up Dem Racks (feat. Fetty Wap)

Listed as Yung Ralph – Ran Up Dem Racks (feat. Fetty Wap) (Ran Up Dem Racks) · Watch on YouTube

youtube_video arp1EakNNMA · row arp1EakNNMA

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She Suprised

Listed as Yung Ralph Feat. DJ Scream – She Suprised (DJ Scream Presents the Juug Man) · Watch on YouTube

youtube_video ayBgh8mdZck · row ayBgh8mdZck

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IM HIM

Listed as Yung Ralph – IM HIM (Pain vs Pleasure) · Watch on YouTube

youtube_video clsLpakBqAE · row clsLpakBqAE

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Campaign

Listed as Yung Ralph – Campaign (DJ Scream Presents the Juug Man 2) · Watch on YouTube

youtube_video dx95Tiwo7SQ · row dx95Tiwo7SQ

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Paperchase Feat. Bloodraw (feat. Bloodraw)

Listed as Yung Ralph Feat. DJ Scream – Paperchase Feat. Bloodraw (feat. Bloodraw) (DJ Scream Presents the Juug Man) · Watch on YouTube

youtube_video i4VDQ_9Sbz8 · row i4VDQ_9Sbz8

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Top Shelf

Listed as Yung Ralph – Top Shelf (I Am Juugman 3) · Watch on YouTube

youtube_video j5uQf1FkIF0 · row j5uQf1FkIF0

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Balling

Listed as Yung Ralph – Balling (Street Juug) · Watch on YouTube

youtube_video jBcNpdkLZ9s · row jBcNpdkLZ9s

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Everybody

Listed as Yung Ralph – Everybody (Zaytoven Classics) · Watch on YouTube

youtube_video k-m6Yj6xJwc · row k-m6Yj6xJwc

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Streets

Listed as Yung Ralph – Streets (Back 2 Bizness) · Watch on YouTube

youtube_video kge0F-oVcrg · row kge0F-oVcrg

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F.Y.I

Listed as Yung Ralph, Nard & B – F.Y.I (Forever in That Mode) · Watch on YouTube

youtube_video kzC-X8h3x8s · row kzC-X8h3x8s

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Everything

Listed as Yung Ralph – Everything (Jugg The City) · Watch on YouTube

youtube_video l2jLY9OlP0c · row l2jLY9OlP0c

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Road Runner

Listed as Yung Ralph – Road Runner (Pain vs Pleasure) · Watch on YouTube

youtube_video mits3ZhDKRo · row mits3ZhDKRo

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Fade Away (feat. E Tuk & B La B)

Listed as Yung Ralph – Fade Away (feat. E Tuk & B La B) (I Am Juugman 2) · Watch on YouTube

youtube_video nASdlJmnMPY · row nASdlJmnMPY

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“What” Ask Bout Me

Listed as Yung Ralph – “What” Ask Bout Me (Jugg The City) · Watch on YouTube

youtube_video nuy1cIFocw0 · row nuy1cIFocw0

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Swag Automatic

Listed as Yung Ralph – Swag Automatic (DJ Scream Presents the Juug Man 2) · Watch on YouTube

youtube_video pbXeT1mimxU · row pbXeT1mimxU

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All of My Niggaz (feat. E Tuk)

Listed as Yung Ralph – All of My Niggaz (feat. E Tuk) (I Am Juugman) · Watch on YouTube

youtube_video segTXLbUDWA · row segTXLbUDWA

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Paparazzi

Listed as Yung Ralph – Paparazzi (DJ Scream Presents the Juug Man 2) · Watch on YouTube

youtube_video tNdxQ7bqer8 · row tNdxQ7bqer8

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In My Dayz

Listed as Yung Ralph – In My Dayz (I Am Juugman 3) · Watch on YouTube

youtube_video tnuTWHmhW58 · row tnuTWHmhW58

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Show Stopper Freestyle

Listed as Yung Ralph – Show Stopper Freestyle (DJ Scream Presents the Juug Man 2) · Watch on YouTube

youtube_video u9h9r18dhFQ · row u9h9r18dhFQ

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Bought Dat (feat. Zaytoven)

Listed as Yung Ralph – Bought Dat (feat. Zaytoven) (Swagganomics 101: Class Is In Session) · Watch on YouTube

youtube_video uxPKSkGyyag · row uxPKSkGyyag

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You Slippin (feat. Young Scooter & Big Bank)

Listed as Yung Ralph – You Slippin (feat. Young Scooter & Big Bank) (I Am Juugman 2) · Watch on YouTube

youtube_video v-HF7fWPjQE · row v-HF7fWPjQE

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Kno The Hustle

Listed as Yung Ralph – Kno The Hustle (Street Juug) · Watch on YouTube

youtube_video yqH1-HXhzVY · row yqH1-HXhzVY

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Get Gangsta (feat. Double O)

Listed as Yung Ralph – Get Gangsta (feat. Double O) (I Am Juugman 3) · Watch on YouTube

youtube_video zp_v9ZVsvnc · row zp_v9ZVsvnc

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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.