Yes. Ysa Ferrer has 128 songs listed in a dataset used to train AI music models.

Used for training 128

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 I am just innocent, Made in Japan (EspenG Tokyo Connection Club Remix), Sur La Balance

Listed under the artist name 128 songs in LAION-DISCO-12M

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

I am just innocent

Listed as Ysa Ferrer – I am just innocent (Ultra Ferrer) · Watch on YouTube

youtube_video -jAz2gOXtpg · row -jAz2gOXtpg

LAION-DISCO-12M

Made in Japan (EspenG Tokyo Connection Club Remix)

Listed as Ysa Ferrer – Made in Japan (EspenG Tokyo Connection Club Remix) (Made In Japan) · Watch on YouTube

youtube_video -rNmAZrV8V8 · row -rNmAZrV8V8

LAION-DISCO-12M

Sur La Balance

Listed as Ysa Ferrer – Sur La Balance (Kamikaze) · Watch on YouTube

youtube_video 09vkv2Oa2-Q · row 09vkv2Oa2-Q

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Tie Dye

Listed as Ysa Ferrer – Tie Dye (Kamikaze) · Watch on YouTube

youtube_video 2mejQvoyRTQ · row 2mejQvoyRTQ

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Hands up

Listed as Ysa Ferrer – Hands up (Ultra Ferrer) · Watch on YouTube

youtube_video 2pLodJXXYuY · row 2pLodJXXYuY

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Made in Japan (Radio Edit)

Listed as Ysa Ferrer – Made in Japan (Radio Edit) (Made In Japan) · Watch on YouTube

youtube_video 3KpObE6i9C8 · row 3KpObE6i9C8

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Je vois

Listed as Ysa Ferrer – Je vois (Ultra Ferrer) · Watch on YouTube

youtube_video 4scxq7p-IQo · row 4scxq7p-IQo

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Folle de vouloir continuer

Listed as Ysa Ferrer – Folle de vouloir continuer (Sanguine) · Watch on YouTube

youtube_video 5SN3IaW-af4 · row 5SN3IaW-af4

LAION-DISCO-12M

SENS INTERDIT - PARADIZE RADIO EDIT

Listed as Ysa Ferrer – SENS INTERDIT - PARADIZE RADIO EDIT (SENS INTERDIT) · Watch on YouTube

youtube_video 6S81bm_w_uQ · row 6S81bm_w_uQ

LAION-DISCO-12M

Pom pom girl

Listed as Ysa Ferrer – Pom pom girl (Ultra Ferrer) · Watch on YouTube

youtube_video 8eCsmoVo54E · row 8eCsmoVo54E

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Où l'on va

Listed as Ysa Ferrer – Où l'on va (XYZ) · Watch on YouTube

youtube_video BPWvYKGZpt8 · row BPWvYKGZpt8

LAION-DISCO-12M

LAST ZOOM (ALBUM VERSION)

Listed as Ysa Ferrer – LAST ZOOM (ALBUM VERSION) (LAST ZOOM - REMIXES) · Watch on YouTube

youtube_video EqMTrfAKxEQ · row EqMTrfAKxEQ

LAION-DISCO-12M

To bi or not to bi

Listed as Ysa Ferrer – To bi or not to bi (Imaginaire Pur) · Watch on YouTube

youtube_video G2D4bPp1kJM · row G2D4bPp1kJM

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Fumer tue

Listed as Ysa Ferrer – Fumer tue (Sanguine) · Watch on YouTube

youtube_video HNRX8NbX_l0 · row HNRX8NbX_l0

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Capsule hotel

Listed as Ysa Ferrer – Capsule hotel (Imaginaire Pur) · Watch on YouTube

youtube_video IgUzAdO74e8 · row IgUzAdO74e8

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Made in Japan (Tszpun's Honk Kong Darkrooms Remix)

Listed as Ysa Ferrer – Made in Japan (Tszpun's Honk Kong Darkrooms Remix) (Made In Japan) · Watch on YouTube

youtube_video IpZjl37Cjtg · row IpZjl37Cjtg

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Follow me - Club Mix

Listed as Ysa Ferrer – Follow me - Club Mix (Follow Me) · Watch on YouTube

youtube_video LK0DJlf7ohQ · row LK0DJlf7ohQ

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Les yeux dans les yeux

Listed as Ysa Ferrer – Les yeux dans les yeux (Kamikaze) · Watch on YouTube

youtube_video MIwYot_cYWE · row MIwYot_cYWE

LAION-DISCO-12M

La moitié de moi

Listed as Ysa Ferrer – La moitié de moi (XYZ Bonus Tracks) · Watch on YouTube

youtube_video MxbepvRoHxk · row MxbepvRoHxk

LAION-DISCO-12M

Seule avec moi-même

Listed as Ysa Ferrer – Seule avec moi-même (XYZ Bonus Tracks) · Watch on YouTube

youtube_video N5GK1u0KgsA · row N5GK1u0KgsA

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Ideal

Listed as Ysa Ferrer – Ideal (Kamikaze) · Watch on YouTube

youtube_video Om7w0hD89S4 · row Om7w0hD89S4

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LAST ZOOM (ZOMBIE COOKING REMIX)

Listed as Ysa Ferrer – LAST ZOOM (ZOMBIE COOKING REMIX) (LAST ZOOM - REMIXES) · Watch on YouTube

youtube_video TBwqGbLwQD4 · row TBwqGbLwQD4

LAION-DISCO-12M

Do it yourself

Listed as Ysa Ferrer – Do it yourself (XYZ Bonus Tracks) · Watch on YouTube

youtube_video UFfcVlHhFtE · row UFfcVlHhFtE

LAION-DISCO-12M

LAST ZOOM (DAVE AUDÉ RADIO EDIT)

Listed as Ysa Ferrer – LAST ZOOM (DAVE AUDÉ RADIO EDIT) (LAST ZOOM - REMIXES) · Watch on YouTube

youtube_video UMT4VsYx5eg · row UMT4VsYx5eg

LAION-DISCO-12M

Née Sous X

Listed as Ysa Ferrer – Née Sous X (Née Sous X) · Watch on YouTube

youtube_video WZUpPUu49Tk · row WZUpPUu49Tk

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To the world

Listed as Ysa Ferrer – To the world (XYZ) · Watch on YouTube

youtube_video Y_ZZFJEDLkU · row Y_ZZFJEDLkU

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Welcome to my Lovarium

Listed as Ysa Ferrer – Welcome to my Lovarium (Imaginaire Pur) · Watch on YouTube

youtube_video YuPDahSU1Q4 · row YuPDahSU1Q4

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J'explose en couleur

Listed as Ysa Ferrer – J'explose en couleur (Sanguine) · Watch on YouTube

youtube_video _DGiZggnTNw · row _DGiZggnTNw

LAION-DISCO-12M

Ultra (Interlude)

Listed as Ysa Ferrer – Ultra (Interlude) (Ultra Ferrer) · Watch on YouTube

youtube_video aDWOVABD8k0 · row aDWOVABD8k0

LAION-DISCO-12M

Je sortirai grandie

Listed as Ysa Ferrer – Je sortirai grandie (XYZ) · Watch on YouTube

youtube_video aTRz_-BeOIo · row aTRz_-BeOIo

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French Kiss (Chew Fu Radio Edit)

Listed as Ysa Ferrer – French Kiss (Chew Fu Radio Edit) (Ultra Ferrer) · Watch on YouTube

youtube_video hNv-ZXNOBLw · row hNv-ZXNOBLw

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SENS INTERDIT - ALBUM VERSION

Listed as Ysa Ferrer – SENS INTERDIT - ALBUM VERSION (SENS INTERDIT) · Watch on YouTube

youtube_video hndeNBBar5w · row hndeNBBar5w

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Tu Sais I Know

Listed as Ysa Ferrer – Tu Sais I Know (Kamikaze) · Watch on YouTube

youtube_video iQZeRYpCvSw · row iQZeRYpCvSw

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Follow me - Radio Edit

Listed as Ysa Ferrer – Follow me - Radio Edit (Follow Me) · Watch on YouTube

youtube_video kRclFcdp5V0 · row kRclFcdp5V0

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Pop

Listed as Ysa Ferrer – Pop (Sanguine) · Watch on YouTube

youtube_video kfOhxGaYTI4 · row kfOhxGaYTI4

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Made in Japan (FH+ Akihabara Remix)

Listed as Ysa Ferrer – Made in Japan (FH+ Akihabara Remix) (Made In Japan) · Watch on YouTube

youtube_video mpI8dTClCZE · row mpI8dTClCZE

LAION-DISCO-12M

On fait l'amour

Listed as Ysa Ferrer – On fait l'amour (Imaginaire Pur) · Watch on YouTube

youtube_video msBm-Edv-dQ · row msBm-Edv-dQ

LAION-DISCO-12M

Coupe l'image et le son

Listed as Ysa Ferrer – Coupe l'image et le son (XYZ) · Watch on YouTube

youtube_video oQkAJhBA-yk · row oQkAJhBA-yk

LAION-DISCO-12M

Made in Japan (E-Nature Zetsuchou French Club Remix)

Listed as Ysa Ferrer – Made in Japan (E-Nature Zetsuchou French Club Remix) (Made In Japan) · Watch on YouTube

youtube_video p_eXFgXW-4k · row p_eXFgXW-4k

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Ederlezi

Listed as Ysa Ferrer – Ederlezi (Kamikaze) · Watch on YouTube

youtube_video qhcycMYj8aY · row qhcycMYj8aY

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Circonstanciel

Listed as Ysa Ferrer – Circonstanciel (Kamikaze) · Watch on YouTube

youtube_video tYTgK5d9FxI · row tYTgK5d9FxI

LAION-DISCO-12M

To the World (Misha Zam Radio Edit)

Listed as Ysa Ferrer – To the World (Misha Zam Radio Edit) (To the world) · Watch on YouTube

youtube_video tpaVdxUEJ1w · row tpaVdxUEJ1w

LAION-DISCO-12M

Follow me - Remix Club

Listed as Ysa Ferrer – Follow me - Remix Club (Follow Me) · Watch on YouTube

youtube_video uFr6_6nfF_4 · row uFr6_6nfF_4

LAION-DISCO-12M

New robot generation

Listed as Ysa Ferrer – New robot generation (Imaginaire Pur) · Watch on YouTube

youtube_video vuv6JdW8LB8 · row vuv6JdW8LB8

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Mes rêves (Radio Edit)

Listed as Ysa Ferrer – Mes rêves (Radio Edit) (Kamikaze) · Watch on YouTube

youtube_video wN9by9UabDk · row wN9by9UabDk

LAION-DISCO-12M

Née sous X (Jaimy Jay Radio Edit)

Listed as Ysa Ferrer – Née sous X (Jaimy Jay Radio Edit) (XYZ Bonus Tracks) · Watch on YouTube

youtube_video wdezwhDfF1U · row wdezwhDfF1U

LAION-DISCO-12M

Demande à la poussière

Listed as Ysa Ferrer – Demande à la poussière (XYZ Bonus Tracks) · Watch on YouTube

youtube_video y5iRjLAZvSI · row y5iRjLAZvSI

LAION-DISCO-12M

SENS INTERDIT - THOMAS DORIAN

Listed as Ysa Ferrer – SENS INTERDIT - THOMAS DORIAN (SENS INTERDIT) · Watch on YouTube

youtube_video yOPEvwLSr88 · row yOPEvwLSr88

LAION-DISCO-12M

Motion Control

Listed as Ysa Ferrer – Motion Control (Kamikaze) · Watch on YouTube

youtube_video zRMoSr4qQSk · row zRMoSr4qQSk

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Made in Japan (K.O. French Deep Tribal Mix)

Listed as Ysa Ferrer – Made in Japan (K.O. French Deep Tribal Mix) (Made In Japan) · Watch on YouTube

youtube_video zh0ro2_SN5c · row zh0ro2_SN5c

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.