Yes. REFS has 29 songs listed in a dataset used to train AI music models.

Used for training 29

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 Roots, Running My Mouth, Nice (feat. Jonah Mutono)

Listed under the artist name 29 songs in LAION-DISCO-12M

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

Roots

Listed as REFS – Roots (Stories) · Watch on YouTube

youtube_video 0DnvuHa5deo · row 0DnvuHa5deo

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Running My Mouth

Listed as Refs, Rich, Dessauer – Running My Mouth (New Religion) · Watch on YouTube

youtube_video BLpR4O9IMuw · row BLpR4O9IMuw

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Nice (feat. Jonah Mutono)

Listed as REFS – Nice (feat. Jonah Mutono) (Nice) · Watch on YouTube

youtube_video HmzS4INMaFE · row HmzS4INMaFE

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Castle

Listed as Refs, Rich, Dessauer – Castle (New Religion) · Watch on YouTube

youtube_video N3TNNJJDL-M · row N3TNNJJDL-M

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Normal Too

Listed as REFS – Normal Too (Stories) · Watch on YouTube

youtube_video Q6ncVynukB8 · row Q6ncVynukB8

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Never Gonna Get Away

Listed as REFS – Never Gonna Get Away (Never Gonna Get Away) · Watch on YouTube

youtube_video TXK37AIEmMY · row TXK37AIEmMY

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Run

Listed as REFS – Run (Run) · Watch on YouTube

youtube_video UrmV8JIC26o · row UrmV8JIC26o

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Play God

Listed as REFS – Play God (Stories) · Watch on YouTube

youtube_video Zj10PTNWX_8 · row Zj10PTNWX_8

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Milk

Listed as REFS – Milk (Stories) · Watch on YouTube

youtube_video hCNSLehGkZA · row hCNSLehGkZA

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What a Shame

Listed as REFS – What a Shame (Now) · Watch on YouTube

youtube_video ismBy3ZxwXg · row ismBy3ZxwXg

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Fool

Listed as REFS – Fool (Stories) · Watch on YouTube

youtube_video jpfeflDdnpc · row jpfeflDdnpc

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Pain Goes Away

Listed as REFS – Pain Goes Away (Stories) · Watch on YouTube

youtube_video l8-uZzA6dXM · row l8-uZzA6dXM

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Breeze (Com Truise Remix)

Listed as REFS – Breeze (Com Truise Remix) (Breeze (Com Truise Remix)) · Watch on YouTube

youtube_video mknXqAzu6RU · row mknXqAzu6RU

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Boarding It Up

Listed as REFS – Boarding It Up (Stories) · Watch on YouTube

youtube_video mlQSP5xTy0k · row mlQSP5xTy0k

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Breeze

Listed as REFS – Breeze (Stories) · Watch on YouTube

youtube_video mxpMdgR7eEI · row mxpMdgR7eEI

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Little Late

Listed as REFS – Little Late (Now) · Watch on YouTube

youtube_video nz9z_bQFH-U · row nz9z_bQFH-U

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Saudade

Listed as Refs, Rich, Dessauer – Saudade (New Religion) · Watch on YouTube

youtube_video p0fxGm5h86k · row p0fxGm5h86k

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Forever

Listed as REFS – Forever (Stories) · Watch on YouTube

youtube_video pGZXfHEvNLA · row pGZXfHEvNLA

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New Religion

Listed as Refs, Rich, Dessauer – New Religion (New Religion) · Watch on YouTube

youtube_video ptcd3E05-8U · row ptcd3E05-8U

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Turn Around

Listed as REFS – Turn Around (Stories) · Watch on YouTube

youtube_video qF-Ed0LORaU · row qF-Ed0LORaU

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Stories

Listed as REFS – Stories (Stories) · Watch on YouTube

youtube_video qHWEZwVfgd0 · row qHWEZwVfgd0

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Spotlight

Listed as REFS – Spotlight (Stories) · Watch on YouTube

youtube_video qifrrwrhfGY · row qifrrwrhfGY

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Bones

Listed as REFS – Bones (Now) · Watch on YouTube

youtube_video rN3T5MYBJFw · row rN3T5MYBJFw

LAION-DISCO-12M

Night Low

Listed as Refs, Rich, Dessauer – Night Low (New Religion) · Watch on YouTube

youtube_video sNRVXBXpavw · row sNRVXBXpavw

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Shadow Temple (feat. Baren Abel)

Listed as Refs, Rich, Dessauer – Shadow Temple (feat. Baren Abel) (New Religion) · Watch on YouTube

youtube_video sZy7Zn-rydA · row sZy7Zn-rydA

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New York

Listed as REFS – New York (Now) · Watch on YouTube

youtube_video tAt3zUggo7E · row tAt3zUggo7E

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Bound to Lose

Listed as REFS – Bound to Lose (Stories) · Watch on YouTube

youtube_video wnmnlFk0yT8 · row wnmnlFk0yT8

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Crying

Listed as REFS – Crying (Stories) · Watch on YouTube

youtube_video xumMWg_JjbE · row xumMWg_JjbE

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Every Other Night

Listed as Refs, Rich, Dessauer – Every Other Night (New Religion) · Watch on YouTube

youtube_video yBHSm_pC9gI · row yBHSm_pC9gI

LAION-DISCO-12M

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.