Report Royce built from the datasets alone

Yes. Royce has 73 songs and 1 video listed in datasets used to train and test AI music models.

This page only knows about the videos the datasets list. To check every upload on the channel:

Used for training and testing 1

video in AudioSet

A list of about a million ten-second YouTube clips, each labelled with the sounds in it, that Google published in 2017. Labs use it to train and test general audio and music models.

Including Mighty to Save Israel and New Breed Guitar Tutorial part 2

Used for training 73

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 Allez hop, Etape 1 : Le Guetteur, Ryuk

Listed under the artist name 73 songs in LAION-DISCO-12M

Royce 47 songs

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Allez hop

Listed as Royce – Allez hop (Alien) · Watch on YouTube

youtube_video -nWdg1CIv4s · row -nWdg1CIv4s

LAION-DISCO-12M

Etape 1 : Le Guetteur

Listed as Royce – Etape 1 : Le Guetteur (Les Etapes) · Watch on YouTube

youtube_video 0OXuSJxuaH4 · row 0OXuSJxuaH4

LAION-DISCO-12M

Ryuk

Listed as Royce – Ryuk (Ryuk) · Watch on YouTube

youtube_video 1Bwx-DJSrNQ · row 1Bwx-DJSrNQ

LAION-DISCO-12M

Million

Listed as Royce – Million (Alien) · Watch on YouTube

youtube_video 1jAaiFqTKk8 · row 1jAaiFqTKk8

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Trahir

Listed as Royce – Trahir (Alien) · Watch on YouTube

youtube_video 3HeH3d_cCcM · row 3HeH3d_cCcM

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ITCP

Listed as Royce – ITCP (Ryuk) · Watch on YouTube

youtube_video 8_jBBHtwTwE · row 8_jBBHtwTwE

LAION-DISCO-12M

Etape 3 : Le Yencli

Listed as Royce – Etape 3 : Le Yencli (Les Etapes) · Watch on YouTube

youtube_video AbTeEbRveR0 · row AbTeEbRveR0

LAION-DISCO-12M

18Snvl

Listed as Royce – 18Snvl (18Snvl) · Watch on YouTube

youtube_video DUURMiBYrVQ · row DUURMiBYrVQ

LAION-DISCO-12M

Pti batards (feat. Noname)

Listed as Royce – Pti batards (feat. Noname) (Alien) · Watch on YouTube

youtube_video EPy8_CjgWEs · row EPy8_CjgWEs

LAION-DISCO-12M

Poney

Listed as Royce – Poney (Alien) · Watch on YouTube

youtube_video EnUOFF0-XgY · row EnUOFF0-XgY

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Birthday

Listed as Royce – Birthday (Alien) · Watch on YouTube

youtube_video FB6QDOAdYog · row FB6QDOAdYog

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PLPD

Listed as Royce – PLPD (PLPD) · Watch on YouTube

youtube_video Gb_HQgrsBeg · row Gb_HQgrsBeg

LAION-DISCO-12M

Cette année

Listed as Royce – Cette année (Alien) · Watch on YouTube

youtube_video IlEmO5zEYrI · row IlEmO5zEYrI

LAION-DISCO-12M

Gangster

Listed as Royce – Gangster (Gangster) · Watch on YouTube

youtube_video Ll20ZzVctD0 · row Ll20ZzVctD0

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Catalina

Listed as Royce – Catalina (Catalina) · Watch on YouTube

youtube_video MXfAwU3LRPc · row MXfAwU3LRPc

LAION-DISCO-12M

Harlem

Listed as Royce – Harlem (Avant-gardiste) · Watch on YouTube

youtube_video N1nWgCizjug · row N1nWgCizjug

LAION-DISCO-12M

J'oublierai pas (feat. Dabs)

Listed as Royce – J'oublierai pas (feat. Dabs) (J'oublierai pas) · Watch on YouTube

youtube_video NPwIteqLwMM · row NPwIteqLwMM

LAION-DISCO-12M

Roumpoumpoum

Listed as Royce – Roumpoumpoum (Alien) · Watch on YouTube

youtube_video ORKvIPLOh3s · row ORKvIPLOh3s

LAION-DISCO-12M

Etape 4 : Le Gérant

Listed as Royce – Etape 4 : Le Gérant (Les Etapes) · Watch on YouTube

youtube_video PvhraTF3XzA · row PvhraTF3XzA

LAION-DISCO-12M

SLANGENKUIL

Listed as RayValentino, Royce – SLANGENKUIL (SLANGENKUIL) · Watch on YouTube

youtube_video QEtlMUKiJKs · row QEtlMUKiJKs

LAION-DISCO-12M

Sadiola

Listed as Royce – Sadiola (Sadiola) · Watch on YouTube

youtube_video SCOhQWq_oio · row SCOhQWq_oio

LAION-DISCO-12M

Alien

Listed as Royce – Alien (Alien) · Watch on YouTube

youtube_video SMyAMqIbZL0 · row SMyAMqIbZL0

LAION-DISCO-12M

Touché

Listed as Royce – Touché (Avant-gardiste) · Watch on YouTube

youtube_video SOFBfv4h7E8 · row SOFBfv4h7E8

LAION-DISCO-12M

Plein les poches (feat. BRVMSOO)

Listed as Royce – Plein les poches (feat. BRVMSOO) (Alien) · Watch on YouTube

youtube_video SqflhAz0cOo · row SqflhAz0cOo

LAION-DISCO-12M

Baby Lova

Listed as Royce – Baby Lova (Alien) · Watch on YouTube

youtube_video TPSuJU_B5pE · row TPSuJU_B5pE

LAION-DISCO-12M

Nintendo

Listed as Royce – Nintendo (Nintendo) · Watch on YouTube

youtube_video XnqYmSxmN80 · row XnqYmSxmN80

LAION-DISCO-12M

Sommet

Listed as Royce – Sommet (Sommet) · Watch on YouTube

youtube_video Y69fADrvovA · row Y69fADrvovA

LAION-DISCO-12M

150BPM/2Cent

Listed as Royce – 150BPM/2Cent (Avant-gardiste) · Watch on YouTube

youtube_video _AkK_2TqBkw · row _AkK_2TqBkw

LAION-DISCO-12M

Un jour

Listed as Royce, BRVMSOO – Un jour (Un jour) · Watch on YouTube

youtube_video b7V-AN3bxLs · row b7V-AN3bxLs

LAION-DISCO-12M

X

Listed as Royce – X (Ryuk) · Watch on YouTube

youtube_video cpoREkH-Wzg · row cpoREkH-Wzg

LAION-DISCO-12M

Johanna

Listed as Royce – Johanna (Johanna) · Watch on YouTube

youtube_video dWkbsLU_s2I · row dWkbsLU_s2I

LAION-DISCO-12M

C'est mort

Listed as Royce – C'est mort (Alien) · Watch on YouTube

youtube_video gWpYakv5oQE · row gWpYakv5oQE

LAION-DISCO-12M

Paralysé

Listed as Royce – Paralysé (Avant-gardiste) · Watch on YouTube

youtube_video i-FzIAXgDEs · row i-FzIAXgDEs

LAION-DISCO-12M

C'est comme ça

Listed as Royce – C'est comme ça (Ryuk) · Watch on YouTube

youtube_video jjIKwtpP-T4 · row jjIKwtpP-T4

LAION-DISCO-12M

Etape 2 : Le Bosseur

Listed as Royce – Etape 2 : Le Bosseur (Les Etapes) · Watch on YouTube

youtube_video k4NVS6eANGQ · row k4NVS6eANGQ

LAION-DISCO-12M

Chérie Coco

Listed as Royce – Chérie Coco (Chérie Coco) · Watch on YouTube

youtube_video kK3wj-qoeac · row kK3wj-qoeac

LAION-DISCO-12M

Pas d'témoins

Listed as Royce, CG6 – Pas d'témoins (Pas d'témoins) · Watch on YouTube

youtube_video rMn4NgKhIts · row rMn4NgKhIts

LAION-DISCO-12M

Ailleurs

Listed as Royce – Ailleurs (Ailleurs) · Watch on YouTube

youtube_video sfNHoXc54Jk · row sfNHoXc54Jk

LAION-DISCO-12M

C'est pas assez

Listed as Royce – C'est pas assez (C'est pas assez) · Watch on YouTube

youtube_video tQF14XZisUA · row tQF14XZisUA

LAION-DISCO-12M

WTTP

Listed as Royce – WTTP (WTTP) · Watch on YouTube

youtube_video twJLj02Aehc · row twJLj02Aehc

LAION-DISCO-12M

Intro

Listed as Royce – Intro (Ryuk) · Watch on YouTube

youtube_video txtcDeb-ovw · row txtcDeb-ovw

LAION-DISCO-12M

CPLM

Listed as Royce – CPLM (Avant-gardiste) · Watch on YouTube

youtube_video vwvs5WoZUvs · row vwvs5WoZUvs

LAION-DISCO-12M

Déli Délo

Listed as Royce – Déli Délo (Déli Délo) · Watch on YouTube

youtube_video wNcy_h2mTwY · row wNcy_h2mTwY

LAION-DISCO-12M

Vérité

Listed as Royce – Vérité (Avant-gardiste) · Watch on YouTube

youtube_video wiOMBfuJTXc · row wiOMBfuJTXc

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TN

Listed as Royce – TN (TN) · Watch on YouTube

youtube_video wpfk4Ro92d4 · row wpfk4Ro92d4

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Bombe

Listed as Royce – Bombe (Alien) · Watch on YouTube

youtube_video xRDzcbLMtLM · row xRDzcbLMtLM

LAION-DISCO-12M

Mula

Listed as Royce – Mula (Alien) · Watch on YouTube

youtube_video zTPlFjZJhfA · row zTPlFjZJhfA

LAION-DISCO-12M

Royce 23 songs

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Gunman

Listed as Royce, Freesteppa – Gunman (The Steppasoundz Compilation (Compiled by Freesteppa)) · Watch on YouTube

youtube_video 9kEmdzksdJ8 · row 9kEmdzksdJ8

LAION-DISCO-12M

Girls On Bikes (feat. Robust)

Listed as Royce – Girls On Bikes (feat. Robust) (Destroying All Lines) · Watch on YouTube

youtube_video 9xi0WGutuCA · row 9xi0WGutuCA

LAION-DISCO-12M

Lions

Listed as Royce – Lions (Lions) · Watch on YouTube

youtube_video BozkoS1Csg8 · row BozkoS1Csg8

LAION-DISCO-12M

Kingly Karakta

Listed as Royce – Kingly Karakta (Ready For Playoffs) · Watch on YouTube

youtube_video GOiwptumcLQ · row GOiwptumcLQ

LAION-DISCO-12M

Fuck You (feat. G-Mo Skee & Seuss Mace)

Listed as Royce – Fuck You (feat. G-Mo Skee & Seuss Mace) (Fuck You) · Watch on YouTube

youtube_video H11PTXDGUX4 · row H11PTXDGUX4

LAION-DISCO-12M

Tonight

Listed as Royce, Freesteppa – Tonight (The Steppasoundz Compilation (Compiled by Freesteppa)) · Watch on YouTube

youtube_video HMCcBmpm_QQ · row HMCcBmpm_QQ

LAION-DISCO-12M

Out Of My Mind (feat. Aylius)

Listed as Royce – Out Of My Mind (feat. Aylius) (Better Luck Next Time) · Watch on YouTube

youtube_video KST6l5f08lc · row KST6l5f08lc

LAION-DISCO-12M

Mutiara

Listed as Royce, D'Awiras – Mutiara (Sinar) · Watch on YouTube

youtube_video KzjyubNAyZQ · row KzjyubNAyZQ

LAION-DISCO-12M

Royce Da 95

Listed as Royce – Royce Da 95 (The Hoods Gonna Bump It, Vol. 1) · Watch on YouTube

youtube_video MFrpgWyabLA · row MFrpgWyabLA

LAION-DISCO-12M

Le' Loon (JASC Remix)

Listed as Royce – Le' Loon (JASC Remix) (Le' Loon Ep) · Watch on YouTube

youtube_video MempYJ_FjZo · row MempYJ_FjZo

LAION-DISCO-12M

Galactica (VIP Remix)

Listed as Royce, Freesteppa – Galactica (VIP Remix) (Galactica) · Watch on YouTube

youtube_video Sqh8fa51Zl8 · row Sqh8fa51Zl8

LAION-DISCO-12M

The Golden Gel

Listed as Royce – The Golden Gel (Submerged State Tour 2g4) · Watch on YouTube

youtube_video ToUaNHSZOxI · row ToUaNHSZOxI

LAION-DISCO-12M

Le' Loon

Listed as Royce – Le' Loon (Le' Loon Ep) · Watch on YouTube

youtube_video VCjxHnd-y38 · row VCjxHnd-y38

LAION-DISCO-12M

Dear Mama 2 (feat. James Penley)

Listed as Royce – Dear Mama 2 (feat. James Penley) (Better Luck Next Time) · Watch on YouTube

youtube_video WbN2HRO0p-E · row WbN2HRO0p-E

LAION-DISCO-12M

Body Talk (Re-Wrub)

Listed as Walker, Royce – Body Talk (Re-Wrub) (Loulou Players Presents This Was Loulou Records 2012) · Watch on YouTube

youtube_video ZdxQchyIsvw · row ZdxQchyIsvw

LAION-DISCO-12M

Rush (Muffler Remix)

Listed as Royce, Freesteppa – Rush (Muffler Remix) (Rollercoaster) · Watch on YouTube

youtube_video awj2DvNxsVA · row awj2DvNxsVA

LAION-DISCO-12M

Galactica (Muffler Remix)

Listed as Royce, Freesteppa – Galactica (Muffler Remix) (The Steppasoundz Compilation (Compiled by Freesteppa)) · Watch on YouTube

youtube_video bQxC27GxwNs · row bQxC27GxwNs

LAION-DISCO-12M

Glass House (feat. Aylius)

Listed as Royce – Glass House (feat. Aylius) (Better Luck Next Time) · Watch on YouTube

youtube_video g59-fIPCsGk · row g59-fIPCsGk

LAION-DISCO-12M

Body Talk (Loulou Players Remix)

Listed as Walker, Royce – Body Talk (Loulou Players Remix) (Body Talk) · Watch on YouTube

youtube_video lgvDBOVoFI8 · row lgvDBOVoFI8

LAION-DISCO-12M

Rollercoaster

Listed as Royce, Freesteppa – Rollercoaster (Rollercoaster) · Watch on YouTube

youtube_video mMxAPESrTA8 · row mMxAPESrTA8

LAION-DISCO-12M

Le' Loon (Sammy W & Alex E Remix)

Listed as Royce – Le' Loon (Sammy W & Alex E Remix) (Le' Loon Ep) · Watch on YouTube

youtube_video o3zpw1TCxMQ · row o3zpw1TCxMQ

LAION-DISCO-12M

Body Talk

Listed as Walker, Royce – Body Talk (Body Talk) · Watch on YouTube

youtube_video pqRQ2hAdEJE · row pqRQ2hAdEJE

LAION-DISCO-12M

Body Talk (Meds Remix)

Listed as Walker, Royce – Body Talk (Meds Remix) (Body Talk) · Watch on YouTube

youtube_video pzleXSzmdNY · row pzleXSzmdNY

LAION-DISCO-12M

ROYCE 1 songs

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Amor Fati

Listed as mayxnor, ROYCE, FARID – Amor Fati (Amor Fati) · Watch on YouTube

youtube_video G0kHLXIvi94 · row G0kHLXIvi94

LAION-DISCO-12M

Royce 1 songs

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

You Are My Present

Listed as Luny Vũ Duy Anh, Royce – You Are My Present (You Are My Present) · Watch on YouTube

youtube_video ECfZwfhFiJ8 · row ECfZwfhFiJ8

LAION-DISCO-12M

Royce 1 songs

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

She's Got House

Listed as Walker, Royce – She's Got House (She's Got House) · Watch on YouTube

youtube_video aq1Z8OvJ900 · row aq1Z8OvJ900

LAION-DISCO-12M

AudioSet 1 videos, 1 rows

Mighty to Save Israel and New Breed Guitar Tutorial part 2

Clip 30s to 40s · Open clip on YouTube · Labels: Guitar, Music, Musical instrument, Strum, Speech, Plucked string instrument

youtube_video -JZGW4W-Jbg · row unbalanced_train:-JZGW4W-Jbg:30:40

AudioSetunbalanced_train

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

Keep a copy

Download the evidence (PDF) JSON Check another name

Share this page https://youtrained.com/r/royce-yt_UCtZ27KWppm3D1Ot_pMgmENg

Provenance

JSON export SHA-256 c151be89c8fd252a1a1b4190810a6f5ad4c3e7f961296701c63644c8e73218de

Dataset versions indexed

Dataset	File	Rows	Loaded	SHA-256
audioset	balanced_train_segments.csv	8,836	2026-09-24T10:30:36+00:00	`3b83e5ff9ed72cfd…`
audioset	eval_segments.csv	7,848	2026-09-24T10:30:36+00:00	`f7055f53935f70e7…`
audioset	unbalanced_train_segments.csv	1,063,333	2026-09-24T10:30:43+00:00	`bb2dfd5e4f1ced39…`
laion_disco_12m	train-00000-of-00005.parquet	2,464,184	2026-09-24T12:18:19+00:00	`f8b1f0034f8f1e94…`
laion_disco_12m	train-00001-of-00005.parquet	2,464,183	2026-09-24T12:32:29+00:00	`71d78ad14ee3f85d…`
laion_disco_12m	train-00002-of-00005.parquet	2,464,183	2026-09-24T12:49:06+00:00	`0feba570a0e8e73c…`
laion_disco_12m	train-00003-of-00005.parquet	2,464,183	2026-09-24T13:06:37+00:00	`21a77d99fd85ad2f…`
laion_disco_12m	train-00004-of-00005.parquet	2,464,183	2026-09-24T13:24:36+00:00	`6ac5f59958b6b813…`
musiccaps	musiccaps-public.csv	5,521	2026-09-24T10:29:42+00:00	`8cc109ac507b5e5a…`

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. This report is informational and is not legal advice. It shows that identifiers matching your work are present in the named public research datasets; it does not establish how any particular company used them. If you are the subject of this page and want it removed, see removals.