Yes. Arp has 114 songs listed in a dataset used to train AI music models.

Used for training 114

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 Mamma Makossa, Fat Up And Buff, Mr Joe (feat. Daville & Roger Grant)

Listed under the artist name 114 songs in LAION-DISCO-12M

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

Mamma Makossa

Listed as A.R.P – Mamma Makossa (Mercury) · Watch on YouTube

youtube_video 0FaD0yTp_Bo · row 0FaD0yTp_Bo

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Fat Up And Buff

Listed as Arp – Fat Up And Buff (Reggae Hot) · Watch on YouTube

youtube_video 0H-9vLYUj1g · row 0H-9vLYUj1g

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Mr Joe (feat. Daville & Roger Grant)

Listed as ARP – Mr Joe (feat. Daville & Roger Grant) (Paradise) · Watch on YouTube

youtube_video 1tEurXcYHFQ · row 1tEurXcYHFQ

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Give Me Your Body

Listed as A.R.P. – Give Me Your Body (Cell Block Delite "Vol. 1") · Watch on YouTube

youtube_video 42518I0rFuo · row 42518I0rFuo

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Why

Listed as Arp – Why (Reggae Hits 2001) · Watch on YouTube

youtube_video 4jdFJTUljcg · row 4jdFJTUljcg

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Grapefruit

Listed as Arp – Grapefruit (The Soft Wave) · Watch on YouTube

youtube_video 5atIcXixhWg · row 5atIcXixhWg

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Traitor (Dub)

Listed as Arp – Traitor (Dub) (New Pleasures) · Watch on YouTube

youtube_video 72lt32Tp77s · row 72lt32Tp77s

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Cupid

Listed as A.R.P – Cupid (Cell Block Unchallenged Vol.1) · Watch on YouTube

youtube_video 7S1w4BH28mE · row 7S1w4BH28mE

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17th Daydream

Listed as Arp – 17th Daydream (More) · Watch on YouTube

youtube_video 7aTCKFS-EMA · row 7aTCKFS-EMA

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Fireflies on the Water

Listed as Arp – Fireflies on the Water (In Light) · Watch on YouTube

youtube_video 8yJq38lqJcw · row 8yJq38lqJcw

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Catch Wave

Listed as Arp – Catch Wave (The Soft Wave) · Watch on YouTube

youtube_video 9WHf083eeR4 · row 9WHf083eeR4

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East of Sun, West of Moon

Listed as Arp – East of Sun, West of Moon (Inversions) · Watch on YouTube

youtube_video Ap4ZLrWnE5E · row Ap4ZLrWnE5E

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Silver Clouds

Listed as Arp – Silver Clouds (The Soft Wave) · Watch on YouTube

youtube_video B6twCiG4rIo · row B6twCiG4rIo

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The Visitor (Prologue)

Listed as Arp – The Visitor (Prologue) (Don't Look Now: Aural Apparitions from the Geographic North) · Watch on YouTube

youtube_video C4TgqKvzVEs · row C4TgqKvzVEs

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Gas All Clear

Listed as A.R.P. – Gas All Clear (Sprigs of Time) · Watch on YouTube

youtube_video CiThrEfmdcM · row CiThrEfmdcM

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Baby Your Love

Listed as A.R.P. – Baby Your Love (Finatic Compilation of Hip Hop & R&B) · Watch on YouTube

youtube_video Cy9Kog3Bom8 · row Cy9Kog3Bom8

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High Life

Listed as Arp – High Life (The Soft Wave) · Watch on YouTube

youtube_video FErBGCaouzY · row FErBGCaouzY

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Row Fisherman

Listed as DaVille, A.R.P – Row Fisherman (Roots& Culture Unite) · Watch on YouTube

youtube_video IOgll9PWA94 · row IOgll9PWA94

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Whip Trip

Listed as A.R.P. – Whip Trip (Finatic Compilation of Hip Hop & R&B) · Watch on YouTube

youtube_video KB-OV4rRM7o · row KB-OV4rRM7o

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Never Let Me Go

Listed as ARP – Never Let Me Go (Record Box: Shocking Vibes) · Watch on YouTube

youtube_video L8Zyi4YX9yw · row L8Zyi4YX9yw

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Cloud Storage

Listed as Arp – Cloud Storage (New Pleasures) · Watch on YouTube

youtube_video LBlBRTLMxb0 · row LBlBRTLMxb0

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Ozu

Listed as Arp – Ozu (Ensemble – Live!) · Watch on YouTube

youtube_video LY3Z7RC0kpk · row LY3Z7RC0kpk

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Tell Me

Listed as A.R.P – Tell Me (Cell Block Vinyl Prime Cuts Vol.1) · Watch on YouTube

youtube_video LoqaAr9x6-M · row LoqaAr9x6-M

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The Lion Sleep Tonight Accapella

Listed as A.R.P – The Lion Sleep Tonight Accapella (Cell Block Covers) · Watch on YouTube

youtube_video MAOD3PS40-s · row MAOD3PS40-s

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Premonition of the Sculptor Steiner

Listed as Arp – Premonition of the Sculptor Steiner (In Light) · Watch on YouTube

youtube_video MoYCR-pGyRQ · row MoYCR-pGyRQ

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Pepper Sauce

Listed as A.R.P – Pepper Sauce (Cell Block Singles Series Vol, 2) · Watch on YouTube

youtube_video OHSrpphFCF8 · row OHSrpphFCF8

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A Tiger In The Hall At Versailles

Listed as Arp – A Tiger In The Hall At Versailles (More) · Watch on YouTube

youtube_video OaaAV3ss2_s · row OaaAV3ss2_s

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Persuasion (Le Révélateur Mix)

Listed as Arp – Persuasion (Le Révélateur Mix) (Out There in the Dark - A Mexican Summer Compilation) · Watch on YouTube

youtube_video OqkV8i-ip4U · row OqkV8i-ip4U

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Persuasion

Listed as Arp – Persuasion (More) · Watch on YouTube

youtube_video QZ9--Abdsrw · row QZ9--Abdsrw

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Potentialities Ii

Listed as Arp – Potentialities Ii (In Light) · Watch on YouTube

youtube_video Qq_k7bAHt2k · row Qq_k7bAHt2k

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Hey Little Girl

Listed as ARP – Hey Little Girl (Shades of Blue, Vol. 2) · Watch on YouTube

youtube_video RJ1p8x4c1O8 · row RJ1p8x4c1O8

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Summer Girl

Listed as Arp – Summer Girl (The Soft Wave) · Watch on YouTube

youtube_video RPNSoPU7-tc · row RPNSoPU7-tc

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Autumn Piece (For Jiri Kovanda)

Listed as Arp – Autumn Piece (For Jiri Kovanda) (Ensemble – Live!) · Watch on YouTube

youtube_video RSUtwlGwZSg · row RSUtwlGwZSg

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No Guns

Listed as Delly Ranks, A.R.P – No Guns (Cell Block Singles Series Vol, 2) · Watch on YouTube

youtube_video S8I5tMujqao · row S8I5tMujqao

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More Than That

Listed as ARP – More Than That (Spirit of Nature (Yellow Birds)) · Watch on YouTube

youtube_video SNRVSYO_zmM · row SNRVSYO_zmM

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Lion Sleeps

Listed as Arp – Lion Sleeps (Strictly Dancehall) · Watch on YouTube

youtube_video THkwFKFVi5k · row THkwFKFVi5k

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A Raw Perspective

Listed as A.R.P – A Raw Perspective (Cell Block Presents the New Generations) · Watch on YouTube

youtube_video TIghFVYTrqw · row TIghFVYTrqw

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Emphasis

Listed as Arp – Emphasis (Re-Synthesist) · Watch on YouTube

youtube_video YuacS_t-yzA · row YuacS_t-yzA

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After a Wonderful (Paul Twin Remix)

Listed as ARP – After a Wonderful (Paul Twin Remix) (Technoid Projection Issue 11) · Watch on YouTube

youtube_video _MmIMm47Y4A · row _MmIMm47Y4A

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From a Balcony Overlooking the Sea

Listed as Arp – From a Balcony Overlooking the Sea (On Fire - Smalltown Supersound) · Watch on YouTube

youtube_video aFIg0kX-wr8 · row aFIg0kX-wr8

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Embassy Disco

Listed as Arp – Embassy Disco (New Pleasures) · Watch on YouTube

youtube_video dYeenlbOVsM · row dYeenlbOVsM

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V2 Slight Return

Listed as Arp – V2 Slight Return (More) · Watch on YouTube

youtube_video fUufdfSLNGo · row fUufdfSLNGo

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Black Plum

Listed as Arp – Black Plum (Black Plum) · Watch on YouTube

youtube_video gpqoYJD4hKw · row gpqoYJD4hKw

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Soon

Listed as Arp – Soon (Reggae Vibes) · Watch on YouTube

youtube_video hkj-EKVipFk · row hkj-EKVipFk

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Daphne & Chloe

Listed as Arp – Daphne & Chloe (More) · Watch on YouTube

youtube_video owskwa-qiP0 · row owskwa-qiP0

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Reading A Wave

Listed as Arp – Reading A Wave (Ensemble – Live!) · Watch on YouTube

youtube_video st1LzkVWe90 · row st1LzkVWe90

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After All

Listed as A.R.P – After All (Cell Block Covers) · Watch on YouTube

youtube_video uGWxLMUf4_s · row uGWxLMUf4_s

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Just a Word

Listed as ARP – Just a Word (Spirit of Nature (Green Trees)) · Watch on YouTube

youtube_video wHHqMQnSVik · row wHHqMQnSVik

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Light+Sound

Listed as Arp – Light+Sound (More) · Watch on YouTube

youtube_video xCmVdefc8Y8 · row xCmVdefc8Y8

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Life

Listed as A.R.P. – Life (Germain Presents Party Mix) · Watch on YouTube

youtube_video zE2dwBb43oQ · row zE2dwBb43oQ

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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.