Yes. Deborah De Luca has 154 songs listed in a dataset used to train AI music models.

Used for training 154

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 Words Thorns, Understanding (Luix Spectrum, Cristian Glitch Remix), Because

Listed under the artist name 154 songs in LAION-DISCO-12M

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

Words Thorns

Listed as Deborah De Luca – Words Thorns (Words Thorns) · Watch on YouTube

youtube_video -oz_k8lAjjc · row -oz_k8lAjjc

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Understanding (Luix Spectrum, Cristian Glitch Remix)

Listed as Deborah De Luca, F-rontal – Understanding (Luix Spectrum, Cristian Glitch Remix) (Understanding) · Watch on YouTube

youtube_video 1_OfG2ql5Eo · row 1_OfG2ql5Eo

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Because

Listed as Deborah De Luca, Marika Rossa – Because (Because EP) · Watch on YouTube

youtube_video 1feBtHJcsBE · row 1feBtHJcsBE

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Megre (Citizen Kain Remix)

Listed as Deborah De Luca – Megre (Citizen Kain Remix) (Megre) · Watch on YouTube

youtube_video 1gR1-ZgeY7I · row 1gR1-ZgeY7I

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Chain Reaction

Listed as Deborah De Luca, Giorgio Rusconi – Chain Reaction (Chain Reaction) · Watch on YouTube

youtube_video 39tSAxdPsjA · row 39tSAxdPsjA

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Notting Hill

Listed as Deborah De Luca – Notting Hill (Spend More Time With Me) · Watch on YouTube

youtube_video 3dmqrKH0xkw · row 3dmqrKH0xkw

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In Hypnose (Alberto Ruiz Remix)

Listed as Deborah De Luca, Marika Rossa – In Hypnose (Alberto Ruiz Remix) (In Hypnose) · Watch on YouTube

youtube_video 46LVgeBTZEw · row 46LVgeBTZEw

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Indiff (feat. Veronica Simioli)

Listed as Deborah De Luca – Indiff (feat. Veronica Simioli) (Ten) · Watch on YouTube

youtube_video 6uOLZPmruC4 · row 6uOLZPmruC4

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Born Again (feat. M:ck)

Listed as Ricky L, Deborah De Luca – Born Again (feat. M:ck) (Born Again) · Watch on YouTube

youtube_video 9YEWq8VETs4 · row 9YEWq8VETs4

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Reality

Listed as Deborah De Luca – Reality (Adrenaline) · Watch on YouTube

youtube_video ApL_vFEK2IY · row ApL_vFEK2IY

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Evolution

Listed as Deborah De Luca – Evolution (Maybe I'm Wrong) · Watch on YouTube

youtube_video BNuRWdmLShg · row BNuRWdmLShg

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Sugar

Listed as Deborah De Luca – Sugar (She Sleeps) · Watch on YouTube

youtube_video ClxL2h19wBI · row ClxL2h19wBI

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12 DAYS LEFT

Listed as Deborah De Luca, F-rontal – 12 DAYS LEFT (12 DAYS LEFT) · Watch on YouTube

youtube_video D7y0KqPn9-E · row D7y0KqPn9-E

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Come Get It

Listed as Deborah De Luca – Come Get It (Come Get It) · Watch on YouTube

youtube_video E13YVEXg0tk · row E13YVEXg0tk

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Niharra (Phon De Replay Version)

Listed as Deborah De Luca, D.Mongelos – Niharra (Phon De Replay Version) (Stay With Us) · Watch on YouTube

youtube_video EEMxOK2zEB0 · row EEMxOK2zEB0

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Acid Promises

Listed as Deborah De Luca – Acid Promises (She Sleeps) · Watch on YouTube

youtube_video EnLv8M8yiW0 · row EnLv8M8yiW0

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Magdalena

Listed as Deborah De Luca – Magdalena (Nina) · Watch on YouTube

youtube_video ExY5wCpTmlE · row ExY5wCpTmlE

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21 Days

Listed as Deborah De Luca – 21 Days (She Sleeps) · Watch on YouTube

youtube_video Fxmrr1qQEas · row Fxmrr1qQEas

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Guitar

Listed as Deborah de Luca – Guitar (Guitar) · Watch on YouTube

youtube_video Hs0gdEPhnKU · row Hs0gdEPhnKU

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Chain Reaction (D-Unity Remix)

Listed as Deborah De Luca, Giorgio Rusconi – Chain Reaction (D-Unity Remix) (Chain Reaction) · Watch on YouTube

youtube_video LKik4imnnPE · row LKik4imnnPE

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12 DAYS LEFT (I AM BAM Remix)

Listed as Deborah De Luca, F-rontal – 12 DAYS LEFT (I AM BAM Remix) (12 DAYS LEFT) · Watch on YouTube

youtube_video L_yHltTjIV8 · row L_yHltTjIV8

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Atom

Listed as Alex Mine, Deborah De Luca – Atom (Atom) · Watch on YouTube

youtube_video OHFndoUuMZI · row OHFndoUuMZI

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Give Me Back

Listed as David Temessi, Deborah De Luca – Give Me Back (FAZE pres. This Is Techno, Vol. 2) · Watch on YouTube

youtube_video ObbvyY43YLg · row ObbvyY43YLg

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Last Time

Listed as Deborah De Luca, F-Rontal – Last Time (Last Time) · Watch on YouTube

youtube_video PKvRAyJU1qk · row PKvRAyJU1qk

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Young And Beautiful Voice

Listed as Deborah De Luca – Young And Beautiful Voice (Maybe I'm Wrong) · Watch on YouTube

youtube_video PrsQwmlo700 · row PrsQwmlo700

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Understanding

Listed as Deborah De Luca, F-rontal – Understanding (Understanding) · Watch on YouTube

youtube_video XWBhIdpyfNo · row XWBhIdpyfNo

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Inspirations

Listed as Deborah De Luca – Inspirations (Ten) · Watch on YouTube

youtube_video YxzCA5VNZxY · row YxzCA5VNZxY

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Abraxas

Listed as Deborah De Luca, F-Rontal – Abraxas (Last Time) · Watch on YouTube

youtube_video YzpMwlannr4 · row YzpMwlannr4

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Deeper

Listed as Deborah De Luca – Deeper (She Sleeps) · Watch on YouTube

youtube_video Zs441VUEb_0 · row Zs441VUEb_0

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Vogue

Listed as Deborah De Luca,Alessandro Spaiani – Vogue (Vogue) · Watch on YouTube

youtube_video a_H2aaQ08sA · row a_H2aaQ08sA

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Let Your Body Move

Listed as Deborah De Luca – Let Your Body Move (Ten) · Watch on YouTube

youtube_video ao-65IyAJiA · row ao-65IyAJiA

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Bang

Listed as Deborah De Luca – Bang (Goodmorning Clorophilla) · Watch on YouTube

youtube_video b18--ULxhuE · row b18--ULxhuE

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Room 3375 (Marika Rossa Remix)

Listed as Deborah De Luca – Room 3375 (Marika Rossa Remix) (Room 3375) · Watch on YouTube

youtube_video dAH0BiHvPgw · row dAH0BiHvPgw

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Ahno

Listed as Deborah De Luca – Ahno (Ahno) · Watch on YouTube

youtube_video dYrGgvCwKcs · row dYrGgvCwKcs

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Fuori

Listed as Deborah De Luca – Fuori (Fuori (Carl Cox Remix)) · Watch on YouTube

youtube_video dw8Wu6q3cY0 · row dw8Wu6q3cY0

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Room 3375

Listed as Deborah De Luca – Room 3375 (Room 3375) · Watch on YouTube

youtube_video g6bAiccqo8M · row g6bAiccqo8M

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Remain

Listed as Deborah De Luca – Remain (Spend More Time With Me) · Watch on YouTube

youtube_video kExqn_oqh1k · row kExqn_oqh1k

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Blow To The Heart

Listed as Deborah De Luca – Blow To The Heart (Blow To The Heart) · Watch on YouTube

youtube_video kxT99BgvdQc · row kxT99BgvdQc

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12 DAYS LEFT (Hell Driver Remix)

Listed as Deborah De Luca, F-rontal – 12 DAYS LEFT (Hell Driver Remix) (12 DAYS LEFT) · Watch on YouTube

youtube_video lX_Qw2dq3VM · row lX_Qw2dq3VM

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White Dark

Listed as Deborah De Luca – White Dark (White Dark EP) · Watch on YouTube

youtube_video m3uvg63bwXU · row m3uvg63bwXU

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La Espina de la Flor en Tu Costado (Remix) (feat. Xoel López)

Listed as Deborah de Luca – La Espina de la Flor en Tu Costado (Remix) (feat. Xoel López) (La Espina de la Flor en Tu Costado (Remix)) · Watch on YouTube

youtube_video nPRsai1c0Sc · row nPRsai1c0Sc

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Fixed In My Brain

Listed as Deborah De Luca – Fixed In My Brain (Last song for you) · Watch on YouTube

youtube_video oTG8Ac4adyQ · row oTG8Ac4adyQ

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Fuori

Listed as Deborah De Luca – Fuori (She Sleeps) · Watch on YouTube

youtube_video qB_xCXhhTrQ · row qB_xCXhhTrQ

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Every Body Knows That Song

Listed as Deborah De Luca – Every Body Knows That Song (Ten) · Watch on YouTube

youtube_video qLDapvPqKqc · row qLDapvPqKqc

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On My Skin

Listed as Deborah De Luca – On My Skin (On My Skin) · Watch on YouTube

youtube_video rRNYxGhpSic · row rRNYxGhpSic

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No One Needs To Cry

Listed as Deborah De Luca – No One Needs To Cry (Ten) · Watch on YouTube

youtube_video sGiy0mtQQGo · row sGiy0mtQQGo

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Whatever

Listed as Deborah De Luca – Whatever (She Sleeps) · Watch on YouTube

youtube_video tMTQ5E0L-cw · row tMTQ5E0L-cw

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Megre

Listed as Deborah De Luca – Megre (Megre) · Watch on YouTube

youtube_video u_cMWidw6lo · row u_cMWidw6lo

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Under The Pyramid

Listed as Giorgio Rusconi, Deborah De Luca – Under The Pyramid (Under The Pyramid EP) · Watch on YouTube

youtube_video x8UsAIfnSeA · row x8UsAIfnSeA

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You Don't Know

Listed as Deborah De Luca – You Don't Know (You Don't Know) · Watch on YouTube

youtube_video zW0z1kn3DR8 · row zW0z1kn3DR8

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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.