Yes. Skalpel has 97 songs listed in a dataset used to train AI music models.

Used for training 97

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, Wonderland In Alice (Big Band Live), Break In (Skalpel Remix)

Listed under the artist name 97 songs in LAION-DISCO-12M

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

Roots

Listed as Skalpel – Roots (Origins) · Watch on YouTube

youtube_video -5k-tiPu-9Q · row -5k-tiPu-9Q

LAION-DISCO-12M

Wonderland In Alice (Big Band Live)

Listed as Skalpel – Wonderland In Alice (Big Band Live) (Wonderland In Alice (Big Band Live)) · Watch on YouTube

youtube_video -skNMrcvKHU · row -skNMrcvKHU

LAION-DISCO-12M

Break In (Skalpel Remix)

Listed as Skalpel – Break In (Skalpel Remix) (Cut-Outs (EP)) · Watch on YouTube

youtube_video 2aELNwtrPl8 · row 2aELNwtrPl8

LAION-DISCO-12M

Break In (J's remix)

Listed as Skalpel – Break In (J's remix) (Break Out) · Watch on YouTube

youtube_video 2z24R-MJKHE · row 2z24R-MJKHE

LAION-DISCO-12M

Behind The Curtain (Big Band Live)

Listed as Skalpel – Behind The Curtain (Big Band Live) (Big Band Live) · Watch on YouTube

youtube_video 5b1KUYVeX-s · row 5b1KUYVeX-s

LAION-DISCO-12M

Konfusion

Listed as Skalpel, Big Band – Konfusion (Konfusion) · Watch on YouTube

youtube_video 62mW_LLqoMI · row 62mW_LLqoMI

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Sea

Listed as Skalpel – Sea (Transit) · Watch on YouTube

youtube_video 6EwDGdDZyzU · row 6EwDGdDZyzU

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Environmental Sounds

Listed as Skalpel – Environmental Sounds (Sculpture) · Watch on YouTube

youtube_video 6yeMi-UG250 · row 6yeMi-UG250

LAION-DISCO-12M

Laboratorium

Listed as Skalpel – Laboratorium (Konfusion) · Watch on YouTube

youtube_video 7HaOqaUWug8 · row 7HaOqaUWug8

LAION-DISCO-12M

Surround

Listed as Skalpel – Surround (Transit) · Watch on YouTube

youtube_video 7cf3BjTkFEs · row 7cf3BjTkFEs

LAION-DISCO-12M

Konfusion (Big Band Live)

Listed as Skalpel – Konfusion (Big Band Live) (Big Band Live) · Watch on YouTube

youtube_video 7oC2QIGxgng · row 7oC2QIGxgng

LAION-DISCO-12M

Form

Listed as Skalpel – Form (Origins) · Watch on YouTube

youtube_video 8gGjczXQgnw · row 8gGjczXQgnw

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Together (Skalpel Remix)

Listed as Skalpel – Together (Skalpel Remix) (Cut-Outs (EP)) · Watch on YouTube

youtube_video BUgJ0-pEtm0 · row BUgJ0-pEtm0

LAION-DISCO-12M

Escape (Hatti Vatti Remix)

Listed as Skalpel, Hatti Vatti – Escape (Hatti Vatti Remix) (Escape Remixes) · Watch on YouTube

youtube_video CaJ9WZHQhqE · row CaJ9WZHQhqE

LAION-DISCO-12M

Low (Big Band Live)

Listed as Skalpel – Low (Big Band Live) (Big Band Live) · Watch on YouTube

youtube_video CpUINe6_uNg · row CpUINe6_uNg

LAION-DISCO-12M

Break Out (Skalpel remix)

Listed as Skalpel – Break Out (Skalpel remix) (Konfusion) · Watch on YouTube

youtube_video CqRkqh0Kw38 · row CqRkqh0Kw38

LAION-DISCO-12M

Break In (Paradowski remix)

Listed as Skalpel – Break In (Paradowski remix) (Konfusion) · Watch on YouTube

youtube_video D6uN8dZ-10o · row D6uN8dZ-10o

LAION-DISCO-12M

Test Drive (Big Band Live)

Listed as Skalpel – Test Drive (Big Band Live) (Big Band Live) · Watch on YouTube

youtube_video DlmzvDfbYgo · row DlmzvDfbYgo

LAION-DISCO-12M

Past And Future

Listed as Skalpel – Past And Future (Origins) · Watch on YouTube

youtube_video GYRqjZbjgvQ · row GYRqjZbjgvQ

LAION-DISCO-12M

Sigma

Listed as Skalpel – Sigma (Transit) · Watch on YouTube

youtube_video JNYqNcOjurM · row JNYqNcOjurM

LAION-DISCO-12M

Night

Listed as Skalpel – Night (Origins) · Watch on YouTube

youtube_video MbV-cFmUW8c · row MbV-cFmUW8c

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Saragossa

Listed as Skalpel – Saragossa (Transit) · Watch on YouTube

youtube_video OFWKgtqzEAc · row OFWKgtqzEAc

LAION-DISCO-12M

Break In (Dr. Rubberfunk 'Live A No. 10A' Remix)

Listed as Skalpel – Break In (Dr. Rubberfunk 'Live A No. 10A' Remix) (Break Out) · Watch on YouTube

youtube_video P5U1ZvAWKHg · row P5U1ZvAWKHg

LAION-DISCO-12M

On the Road

Listed as Skalpel – On the Road (Simple EP) · Watch on YouTube

youtube_video PENMtsjhty0 · row PENMtsjhty0

LAION-DISCO-12M

Switch

Listed as Skalpel – Switch (Transit) · Watch on YouTube

youtube_video QAyGId9QqKg · row QAyGId9QqKg

LAION-DISCO-12M

Low

Listed as Skalpel – Low (Konfusion) · Watch on YouTube

youtube_video RHkxyCsiSqk · row RHkxyCsiSqk

LAION-DISCO-12M

Sigma (Big Band Live)

Listed as Skalpel – Sigma (Big Band Live) (Big Band Live) · Watch on YouTube

youtube_video RYenj96ROaE · row RYenj96ROaE

LAION-DISCO-12M

Sunset

Listed as Skalpel, Big Band – Sunset (Sunset) · Watch on YouTube

youtube_video SLH3ZS3PlPA · row SLH3ZS3PlPA

LAION-DISCO-12M

Ping

Listed as Skalpel – Ping (Origins) · Watch on YouTube

youtube_video TyTsrbg7VuI · row TyTsrbg7VuI

LAION-DISCO-12M

Flying Officer (Big Band Live)

Listed as Skalpel – Flying Officer (Big Band Live) (Big Band Live) · Watch on YouTube

youtube_video VKAEsfiwOjI · row VKAEsfiwOjI

LAION-DISCO-12M

Sunset (Big Band Live)

Listed as Skalpel – Sunset (Big Band Live) (Big Band Live) · Watch on YouTube

youtube_video VkVPcaRG2xg · row VkVPcaRG2xg

LAION-DISCO-12M

High (Big Band Live)

Listed as Skalpel – High (Big Band Live) (Big Band Live) · Watch on YouTube

youtube_video WVLQ6wzaSI4 · row WVLQ6wzaSI4

LAION-DISCO-12M

Simple (Big Band Live)

Listed as Skalpel – Simple (Big Band Live) (Big Band Live) · Watch on YouTube

youtube_video Yw_fqg1v6YY · row Yw_fqg1v6YY

LAION-DISCO-12M

Break In (Big Band Live)

Listed as Skalpel – Break In (Big Band Live) (Big Band Live) · Watch on YouTube

youtube_video ZluZm5Swhsc · row ZluZm5Swhsc

LAION-DISCO-12M

Escape (Skalpel Remix)

Listed as Skalpel – Escape (Skalpel Remix) (Escape Remixes) · Watch on YouTube

youtube_video c_Tjy2l4WaM · row c_Tjy2l4WaM

LAION-DISCO-12M

Transit

Listed as Skalpel – Transit (Transit) · Watch on YouTube

youtube_video dzP2R015Tag · row dzP2R015Tag

LAION-DISCO-12M

Jan Tajemnik (Big Band Live)

Listed as Skalpel – Jan Tajemnik (Big Band Live) (Big Band Live) · Watch on YouTube

youtube_video eNTkFXuU8uk · row eNTkFXuU8uk

LAION-DISCO-12M

Connection

Listed as Skalpel – Connection (Origins) · Watch on YouTube

youtube_video f-L4ihY2yjA · row f-L4ihY2yjA

LAION-DISCO-12M

Escape (Catz ’n Dogz Remix)

Listed as Skalpel, Catz 'n Dogz – Escape (Catz ’n Dogz Remix) (Escape (Catz 'n Dogz Remix)) · Watch on YouTube

youtube_video fPLfoD4NQp0 · row fPLfoD4NQp0

LAION-DISCO-12M

Sculpture (Big Band Live)

Listed as Skalpel – Sculpture (Big Band Live) (Big Band Live) · Watch on YouTube

youtube_video mrMYQhFRQ_U · row mrMYQhFRQ_U

LAION-DISCO-12M

Simple (Version)

Listed as Skalpel – Simple (Version) (Simple EP) · Watch on YouTube

youtube_video nQ58_NdqFlU · row nQ58_NdqFlU

LAION-DISCO-12M

Sunset

Listed as Skalpel – Sunset (Transit) · Watch on YouTube

youtube_video pof28k92kOk · row pof28k92kOk

LAION-DISCO-12M

Snow

Listed as Skalpel – Snow (Transit) · Watch on YouTube

youtube_video qQepFpEc4lw · row qQepFpEc4lw

LAION-DISCO-12M

Fog

Listed as Skalpel – Fog (Origins) · Watch on YouTube

youtube_video rbHhcdBKgJI · row rbHhcdBKgJI

LAION-DISCO-12M

Sombrio (Big Band Live)

Listed as Skalpel – Sombrio (Big Band Live) (Big Band Live) · Watch on YouTube

youtube_video yXeo5qxyQeo · row yXeo5qxyQeo

LAION-DISCO-12M

Origin

Listed as Skalpel – Origin (Origins) · Watch on YouTube

youtube_video y_3tKyRbZ_Y · row y_3tKyRbZ_Y

LAION-DISCO-12M

Syntetik

Listed as Skalpel – Syntetik (Syntetik) · Watch on YouTube

youtube_video zE2usvVOcG0 · row zE2usvVOcG0

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.