Yes. Ren has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 The Perfect Girl (Speed), Summertime Sadness (Techno Sped Up), Softcore (Speed)

Listed under the artist name 150 songs in LAION-DISCO-12M

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

The Perfect Girl (Speed)

Listed as Ren – The Perfect Girl (Speed) (The Perfect Girl (Speed)) · Watch on YouTube

youtube_video -A1_MrSsFoA · row -A1_MrSsFoA

LAION-DISCO-12M

Summertime Sadness (Techno Sped Up)

Listed as TEKKNO, Ren – Summertime Sadness (Techno Sped Up) (TEKKNO x Ren (Sped Up Techno)) · Watch on YouTube

youtube_video -P-dSAvl1Zc · row -P-dSAvl1Zc

LAION-DISCO-12M

Softcore (Speed)

Listed as Ren – Softcore (Speed) (Softcore (Speed)) · Watch on YouTube

youtube_video 1UTuVmg9dEk · row 1UTuVmg9dEk

LAION-DISCO-12M

Can't Get You Out Of My Head (Speed)

Listed as Ren – Can't Get You Out Of My Head (Speed) (Can't Get You Out Of My Head (Speed)) · Watch on YouTube

youtube_video 2LjHdNNWVgY · row 2LjHdNNWVgY

LAION-DISCO-12M

Bumble bee (Speed)

Listed as Ren – Bumble bee (Speed) (Bumble bee (Speed)) · Watch on YouTube

youtube_video 2TRJSCkJt2k · row 2TRJSCkJt2k

LAION-DISCO-12M

Swim (Speed)

Listed as Ren – Swim (Speed) (Swim (Speed)) · Watch on YouTube

youtube_video 8PACFBW4ZIs · row 8PACFBW4ZIs

LAION-DISCO-12M

Agora Hills (Cover)

Listed as Ren – Agora Hills (Cover) (Agora Hills (Cover)) · Watch on YouTube

youtube_video 8w_rTzovH84 · row 8w_rTzovH84

LAION-DISCO-12M

Black Out Days (Speed)

Listed as Ren – Black Out Days (Speed) (Black Out Days (Speed)) · Watch on YouTube

youtube_video 9UfALt5phf8 · row 9UfALt5phf8

LAION-DISCO-12M

Vamos A La Playa (Speed)

Listed as Ren – Vamos A La Playa (Speed) (Vamos A La Playa) · Watch on YouTube

youtube_video BKoJa_qhqYE · row BKoJa_qhqYE

LAION-DISCO-12M

I Wanna Be Yours (Speed)

Listed as Ren – I Wanna Be Yours (Speed) (I Wanna Be Yours (Speed)) · Watch on YouTube

youtube_video Bkycd1mdV5k · row Bkycd1mdV5k

LAION-DISCO-12M

Collide (Speed)

Listed as Ren – Collide (Speed) (Collide (Speed)) · Watch on YouTube

youtube_video CR-G5b_rv48 · row CR-G5b_rv48

LAION-DISCO-12M

Set Fire to the Rain (Tekkno - Sped Up)

Listed as TEKKNO, Ren – Set Fire to the Rain (Tekkno - Sped Up) (Bulletproof (Tekkno - Sped Up)) · Watch on YouTube

youtube_video C_CDrOH9ZVk · row C_CDrOH9ZVk

LAION-DISCO-12M

Last Friday Night - Speed

Listed as Annabelle Amélia, Ren, life illustrated – Last Friday Night - Speed (Last Friday Night - Speed) · Watch on YouTube

youtube_video EGiBbHN4D-g · row EGiBbHN4D-g

LAION-DISCO-12M

One Of The Girls (TikTok Remix)

Listed as Ren – One Of The Girls (TikTok Remix) (One Of The Girls (TikTok Remix)) · Watch on YouTube

youtube_video FaaXwxyYIoU · row FaaXwxyYIoU

LAION-DISCO-12M

Heartbeat (Speed)

Listed as Ren – Heartbeat (Speed) (Heartbeat (Speed)) · Watch on YouTube

youtube_video HljO518T9EU · row HljO518T9EU

LAION-DISCO-12M

Last Friday Night (Speed)

Listed as Ren – Last Friday Night (Speed) (Last Friday Night (Speed)) · Watch on YouTube

youtube_video Ic5EOuZ_LlA · row Ic5EOuZ_LlA

LAION-DISCO-12M

Under The Influence (Sped Up)

Listed as Ren – Under The Influence (Sped Up) (Under The Influence (Sped Up)) · Watch on YouTube

youtube_video MIHJ7FoXems · row MIHJ7FoXems

LAION-DISCO-12M

older (TikTok Remix)

Listed as Ren – older (TikTok Remix) (older (TikTok Remix)) · Watch on YouTube

youtube_video NxHJNll3bWw · row NxHJNll3bWw

LAION-DISCO-12M

don't stop (sped up)

Listed as Ren, CYPARISS, Puhf – don't stop (sped up) (don't stop (sped up)) · Watch on YouTube

youtube_video OTmq6hy8HDY · row OTmq6hy8HDY

LAION-DISCO-12M

We Don't Talk Anymore - TikTok Remix

Listed as Ren – We Don't Talk Anymore - TikTok Remix (We Don't Talk Anymore - TikTok Remix) · Watch on YouTube

youtube_video Ocq0hOfb1NI · row Ocq0hOfb1NI

LAION-DISCO-12M

sdp interlude (TikTok Remix)

Listed as Ren – sdp interlude (TikTok Remix) (sdp interlude (TikTok Remix)) · Watch on YouTube

youtube_video RNnARP-jJPw · row RNnARP-jJPw

LAION-DISCO-12M

Dark Horse (Slowed)

Listed as Ren – Dark Horse (Slowed) (Dark Horse) · Watch on YouTube

youtube_video SsisPMxWOyQ · row SsisPMxWOyQ

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Sweater Weather Speed

Listed as Ren – Sweater Weather Speed (Sweater Weather Speed) · Watch on YouTube

youtube_video Uj_LV2UZVCY · row Uj_LV2UZVCY

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Halo (Speed)

Listed as Ren – Halo (Speed) (Halo (Speed)) · Watch on YouTube

youtube_video Xg_V-KTBvdc · row Xg_V-KTBvdc

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Cocaina (Sped Up)

Listed as Ren, Zusebi – Cocaina (Sped Up) (Cocaina (Sped Up)) · Watch on YouTube

youtube_video Xj0D5CbzbWs · row Xj0D5CbzbWs

LAION-DISCO-12M

Happier Speed

Listed as Ren – Happier Speed (Happier Speed) · Watch on YouTube

youtube_video Y86F5n_1Pyk · row Y86F5n_1Pyk

LAION-DISCO-12M

One Of The Girls (TikTok Remix)

Listed as Khlaws, Ren – One Of The Girls (TikTok Remix) (One Of The Girls (TikTok Remix)) · Watch on YouTube

youtube_video _IUVK99ixrc · row _IUVK99ixrc

LAION-DISCO-12M

Tattoo (Speed)

Listed as Ren – Tattoo (Speed) (Tattoo (Speed)) · Watch on YouTube

youtube_video bLZHoFIALs4 · row bLZHoFIALs4

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Unforgettable (Cover)

Listed as Ren – Unforgettable (Cover) (Unforgettable (Cover)) · Watch on YouTube

youtube_video cgcFmZf1pKc · row cgcFmZf1pKc

LAION-DISCO-12M

Industry Baby (Speed)

Listed as Ren – Industry Baby (Speed) (Industry Baby (Speed)) · Watch on YouTube

youtube_video dv1M2jvvz0I · row dv1M2jvvz0I

LAION-DISCO-12M

Pray For Me (Cover)

Listed as Ren – Pray For Me (Cover) (Pray For Me (Cover)) · Watch on YouTube

youtube_video fzb9MVHwVMI · row fzb9MVHwVMI

LAION-DISCO-12M

greedy (Speed)

Listed as Ren – greedy (Speed) (greedy (Speed)) · Watch on YouTube

youtube_video hNaoPvJE-A8 · row hNaoPvJE-A8

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Genius (Speed)

Listed as Ren – Genius (Speed) (Genius (Speed)) · Watch on YouTube

youtube_video irDnDyGqU5I · row irDnDyGqU5I

LAION-DISCO-12M

Honeypie (Speed)

Listed as Ren – Honeypie (Speed) (Honeypie (Speed)) · Watch on YouTube

youtube_video kS4sKbRDNJs · row kS4sKbRDNJs

LAION-DISCO-12M

I Kissed a Girl (Speed)

Listed as Ren – I Kissed a Girl (Speed) (I Kissed a Girl (Speed)) · Watch on YouTube

youtube_video lysJf8OZzBQ · row lysJf8OZzBQ

LAION-DISCO-12M

Outside (TikTok Remix)

Listed as Ren – Outside (TikTok Remix) (Outside (TikTok Remix)) · Watch on YouTube

youtube_video mZxNC2SdaRI · row mZxNC2SdaRI

LAION-DISCO-12M

Sick Bitch (Speed)

Listed as Ren – Sick Bitch (Speed) (Sick Bitch (Speed)) · Watch on YouTube

youtube_video mt4Us8tc2Co · row mt4Us8tc2Co

LAION-DISCO-12M

Broken Angel (Speed)

Listed as Ren – Broken Angel (Speed) (Broken Angel (Speed)) · Watch on YouTube

youtube_video n4JfS7rhUlA · row n4JfS7rhUlA

LAION-DISCO-12M

Outside (Sped Up)

Listed as Ren – Outside (Sped Up) (Outside (Sped Up)) · Watch on YouTube

youtube_video n7MbxLB-l7c · row n7MbxLB-l7c

LAION-DISCO-12M

Often (Speed)

Listed as Ren – Often (Speed) (Often (Speed)) · Watch on YouTube

youtube_video nP0qZ0OFmec · row nP0qZ0OFmec

LAION-DISCO-12M

Devil Eyes (Speed)

Listed as Ren – Devil Eyes (Speed) (Devil Eyes (Speed)) · Watch on YouTube

youtube_video opc5YyO5_Mo · row opc5YyO5_Mo

LAION-DISCO-12M

Daddy Issues (Cover)

Listed as Ren – Daddy Issues (Cover) (Daddy Issues (Cover)) · Watch on YouTube

youtube_video qJNeuQZX45E · row qJNeuQZX45E

LAION-DISCO-12M

addicted to you tekkno (Sped Up)

Listed as TEKKNO, Ren – addicted to you tekkno (Sped Up) (addicted to you tekkno (Sped Up)) · Watch on YouTube

youtube_video rZKkzuii9Mw · row rZKkzuii9Mw

LAION-DISCO-12M

Отпускай (Speed)

Listed as Ren – Отпускай (Speed) (Отпускай (Speed)) · Watch on YouTube

youtube_video te-IRG3eERU · row te-IRG3eERU

LAION-DISCO-12M

THE BOSS (Speed)

Listed as Ren – THE BOSS (Speed) (THE BOSS (Speed)) · Watch on YouTube

youtube_video vYpQxivxn7E · row vYpQxivxn7E

LAION-DISCO-12M

Moonlight (Speed)

Listed as Ren – Moonlight (Speed) (Moonlight (Speed)) · Watch on YouTube

youtube_video wvqBUuJ4wfo · row wvqBUuJ4wfo

LAION-DISCO-12M

Moves Like Jagger (Speed)

Listed as Ren – Moves Like Jagger (Speed) (Moves Like Jagger (Speed)) · Watch on YouTube

youtube_video xpZI_LYCxR0 · row xpZI_LYCxR0

LAION-DISCO-12M

One Kiss (Speed)

Listed as Ren – One Kiss (Speed) (One Kiss (Speed)) · Watch on YouTube

youtube_video xzRmKRw0Aas · row xzRmKRw0Aas

LAION-DISCO-12M

Locked Out Of Heaven (Speed)

Listed as Ren – Locked Out Of Heaven (Speed) (Locked Out Of Heaven (Speed)) · Watch on YouTube

youtube_video yVrLdoA7Rx8 · row yVrLdoA7Rx8

LAION-DISCO-12M

Nun id change (Daycore)

Listed as Ren – Nun id change (Daycore) (Nun id change (Daycore)) · Watch on YouTube

youtube_video yr6qpRRC804 · row yr6qpRRC804

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.