Yes. Caroline has 144 songs listed in a dataset used to train AI music models.

Used for training 144

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 Ask Me 'Bout My Past, Swimmer (Dead Waiter Remodel), Angin Bengi

Listed under the artist name 144 songs in LAION-DISCO-12M

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

Ask Me 'Bout My Past

Listed as Caroline – Ask Me 'Bout My Past (Ask Me 'Bout My Past) · Watch on YouTube

youtube_video 0L8ounR8snU · row 0L8ounR8snU

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Swimmer (Dead Waiter Remodel)

Listed as Caroline – Swimmer (Dead Waiter Remodel) (Verdugo Hills Remixes) · Watch on YouTube

youtube_video 0WEClOY9AMI · row 0WEClOY9AMI

LAION-DISCO-12M

Angin Bengi

Listed as Nanda Feraro, Caroline – Angin Bengi (Angin Bengi) · Watch on YouTube

youtube_video 0o9rBRMmRLU · row 0o9rBRMmRLU

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Waltz

Listed as Caroline – Waltz (Verdugo Hills) · Watch on YouTube

youtube_video 1-YMuF4qVIs · row 1-YMuF4qVIs

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Tu m'as écrit ces mots

Listed as Caroline – Tu m'as écrit ces mots (Mélodies de coeur) · Watch on YouTube

youtube_video 1_PsMegE5nQ · row 1_PsMegE5nQ

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Bicycle

Listed as Caroline – Bicycle (Murmurs) · Watch on YouTube

youtube_video 2YCG2U9CC1c · row 2YCG2U9CC1c

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Healthy

Listed as CAROLINE – Healthy (Healthy) · Watch on YouTube

youtube_video 33TFAL1zyIk · row 33TFAL1zyIk

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Smiling

Listed as CAROLINE – Smiling (Smiling) · Watch on YouTube

youtube_video 3DPLhWS91mc · row 3DPLhWS91mc

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Seesaw

Listed as Caroline – Seesaw (Verdugo Hills) · Watch on YouTube

youtube_video 8Vg7NhHu4Vs · row 8Vg7NhHu4Vs

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LUNA

Listed as TiSONE, CAROLINE – LUNA (LUNA) · Watch on YouTube

youtube_video 9DoicB7N74o · row 9DoicB7N74o

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Everylittlething

Listed as Caroline – Everylittlething (Murmurs) · Watch on YouTube

youtube_video BJfMhf2WG8A · row BJfMhf2WG8A

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Elizabeth's Song

Listed as CAROLINE – Elizabeth's Song (Oh, What A Ride) · Watch on YouTube

youtube_video FGtwAtTDhos · row FGtwAtTDhos

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I Know Better (John Remix)

Listed as Marcosd, Caroline – I Know Better (John Remix) (I Know Better (Club Mix)) · Watch on YouTube

youtube_video H6JKccIsZHs · row H6JKccIsZHs

LAION-DISCO-12M

Sunrise (Why Don't You Feel Loved Mix)

Listed as Caroline – Sunrise (Why Don't You Feel Loved Mix) (Murmurs Mixes) · Watch on YouTube

youtube_video JYemhQrodiw · row JYemhQrodiw

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I'll Leave My Heart Behind (Air Ballet Mix)

Listed as Caroline – I'll Leave My Heart Behind (Air Ballet Mix) (Murmurs Mixes) · Watch on YouTube

youtube_video NSRRNSGFgqo · row NSRRNSGFgqo

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You're Mine

Listed as Caroline, Paul Richard – You're Mine (You're Mine) · Watch on YouTube

youtube_video NYGbLHrvCKc · row NYGbLHrvCKc

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A nasty emotion

Listed as Caroline – A nasty emotion (Hair stylist) · Watch on YouTube

youtube_video OL1R7z5vctI · row OL1R7z5vctI

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Lullabye

Listed as Caroline – Lullabye (Verdugo Hills) · Watch on YouTube

youtube_video P9Uvo2ZyXy8 · row P9Uvo2ZyXy8

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Et si tu n'existais pas

Listed as Cäroline – Et si tu n'existais pas (Et si tu n'existais pas) · Watch on YouTube

youtube_video PN36p7pm8QA · row PN36p7pm8QA

LAION-DISCO-12M

Sunrise

Listed as Caroline – Sunrise (Murmurs) · Watch on YouTube

youtube_video PUvKauZJEC8 · row PUvKauZJEC8

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Gone

Listed as Caroline – Gone (Verdugo Hills) · Watch on YouTube

youtube_video QBL-niRaqR0 · row QBL-niRaqR0

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Words Flutter

Listed as Caroline – Words Flutter (Verdugo Hills) · Watch on YouTube

youtube_video R7i9siO-fFk · row R7i9siO-fFk

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Drove Me To The Wall

Listed as Caroline – Drove Me To The Wall (Murmurs) · Watch on YouTube

youtube_video RRT8iR2ynYQ · row RRT8iR2ynYQ

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Kapusan

Listed as Caroline – Kapusan (Kapusan) · Watch on YouTube

youtube_video SF-MWaCwIiU · row SF-MWaCwIiU

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I Know Better (Charruff Remix)

Listed as Marcosd, Caroline – I Know Better (Charruff Remix) (I Know Better (Club Mix)) · Watch on YouTube

youtube_video U0YJ94TPY2I · row U0YJ94TPY2I

LAION-DISCO-12M

Pretend

Listed as CAROLINE, Hoop Records – Pretend (Pretend) · Watch on YouTube

youtube_video UDeJD9-T024 · row UDeJD9-T024

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All I Need (Owen Vallis Mix)

Listed as Caroline – All I Need (Owen Vallis Mix) (Murmurs Mixes) · Watch on YouTube

youtube_video WPO3d1XsHsA · row WPO3d1XsHsA

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I'll Leave My Heart Behind

Listed as Caroline – I'll Leave My Heart Behind (Murmurs) · Watch on YouTube

youtube_video XDcO-Uzlodw · row XDcO-Uzlodw

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Where's My Love

Listed as Caroline – Where's My Love (Where's My Love) · Watch on YouTube

youtube_video Zc4gX9Masr4 · row Zc4gX9Masr4

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Balloon (Eluvium Remix)

Listed as Caroline – Balloon (Eluvium Remix) (Verdugo Hills Remixes) · Watch on YouTube

youtube_video bjhm3GvJPFE · row bjhm3GvJPFE

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I'm Here for You

Listed as CAROLINE – I'm Here for You (I'm Here for You) · Watch on YouTube

youtube_video cVAG_oehZGo · row cVAG_oehZGo

LAION-DISCO-12M

Swimmer

Listed as Caroline – Swimmer (Verdugo Hills) · Watch on YouTube

youtube_video cp1fHGC1UCA · row cp1fHGC1UCA

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Hope

Listed as CAROLINE – Hope (Hope) · Watch on YouTube

youtube_video cq1cwTd44ok · row cq1cwTd44ok

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Pink Gloom

Listed as Caroline – Pink Gloom (Verdugo Hills) · Watch on YouTube

youtube_video dAYW04phtgU · row dAYW04phtgU

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Where's My Love (Magical Mix)

Listed as Caroline – Where's My Love (Magical Mix) (Where's My Love) · Watch on YouTube

youtube_video fWplD1BXV1o · row fWplD1BXV1o

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That's Life

Listed as Caroline – That's Life (Sweet Sweet Rock n' Roll) · Watch on YouTube

youtube_video hUI9EuOgGW4 · row hUI9EuOgGW4

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Snow

Listed as Caroline – Snow (Verdugo Hills) · Watch on YouTube

youtube_video hxH2En5SJy4 · row hxH2En5SJy4

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Patiently For You (feat. Gatton)

Listed as Caroline – Patiently For You (feat. Gatton) (Patiently For You) · Watch on YouTube

youtube_video i1F5omt774A · row i1F5omt774A

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Moonlight

Listed as Caroline, Eli Walks – Moonlight (Moonlight) · Watch on YouTube

youtube_video iVk5o6uLah0 · row iVk5o6uLah0

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Pushed Down (Acoustic)

Listed as Caroline – Pushed Down (Acoustic) (Pushed Down (Acoustic)) · Watch on YouTube

youtube_video ioURLtqWAP4 · row ioURLtqWAP4

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All I Need

Listed as Caroline – All I Need (Murmurs) · Watch on YouTube

youtube_video jH0DQfUg8Ng · row jH0DQfUg8Ng

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Sleep

Listed as Caroline – Sleep (Verdugo Hills) · Watch on YouTube

youtube_video kUuRH3fi5hA · row kUuRH3fi5hA

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Pink & Black

Listed as Caroline – Pink & Black (Murmurs) · Watch on YouTube

youtube_video mx-h_hBhEKk · row mx-h_hBhEKk

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You're Mine

Listed as Caroline, Paul Richard – You're Mine (You're Mine) · Watch on YouTube

youtube_video nmntb3bOtws · row nmntb3bOtws

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Winter

Listed as Caroline – Winter (Murmurs) · Watch on YouTube

youtube_video p6fwLSAXaEA · row p6fwLSAXaEA

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Balloon

Listed as Caroline – Balloon (Verdugo Hills) · Watch on YouTube

youtube_video rt_6QPVGIoE · row rt_6QPVGIoE

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Trois anges sont venus ce soir (feat. Mario Bua et son orchestre) (feat. Mario Bua et son orchestre)

Listed as Caroline – Trois anges sont venus ce soir (feat. Mario Bua et son orchestre) (feat. Mario Bua et son orchestre) (Les plus beaux chants de Noël (Mono Version)) · Watch on YouTube

youtube_video saMfcqMI4hM · row saMfcqMI4hM

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Dans ma toute petite auto (feat. Orchestre Chambord, Julien Layat) (feat. Julien Layat & Orchestre Chambord)

Listed as Caroline – Dans ma toute petite auto (feat. Orchestre Chambord, Julien Layat) (feat. Julien Layat & Orchestre Chambord) (Dans ma toute petite auto (Mono version) [feat. Orchestre Chambord, Julien Layat]) · Watch on YouTube

youtube_video vB5GDwYWlYc · row vB5GDwYWlYc

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I Know Better

Listed as Marcosd, CAROLINE – I Know Better (I Know Better) · Watch on YouTube

youtube_video veCYPRCxk5A · row veCYPRCxk5A

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Bicycle (Lullatone Mix)

Listed as Caroline – Bicycle (Lullatone Mix) (Murmurs Mixes) · Watch on YouTube

youtube_video ysl-JH5GyNA · row ysl-JH5GyNA

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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.