Yes. E-Spectro has 74 songs listed in a dataset used to train AI music models.

Used for training 74

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 You Call It Magic (Nick Tomassetti Remix), Save Me (Dub), Save Me (Fyono Remix)

Listed under the artist name 74 songs in LAION-DISCO-12M

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

You Call It Magic (Nick Tomassetti Remix)

Listed as Trox, E-Spectro – You Call It Magic (Nick Tomassetti Remix) (You Call It Magic) · Watch on YouTube

youtube_video -cG8JTo7f3U · row -cG8JTo7f3U

LAION-DISCO-12M

Save Me (Dub)

Listed as E-Spectro – Save Me (Dub) (Save Me Remixes) · Watch on YouTube

youtube_video -nrigZSW0XI · row -nrigZSW0XI

LAION-DISCO-12M

Save Me (Fyono Remix)

Listed as E-Spectro – Save Me (Fyono Remix) (Save Me Remixes) · Watch on YouTube

youtube_video 9kfwVNH6jIw · row 9kfwVNH6jIw

LAION-DISCO-12M

You Call It Magic (Modeste Remix)

Listed as Trox, E-Spectro – You Call It Magic (Modeste Remix) (You Call It Magic The Remixes) · Watch on YouTube

youtube_video AJEhwHkf3LM · row AJEhwHkf3LM

LAION-DISCO-12M

Nine Shaft (Fran Von Vie Remix)

Listed as E-Spectro, Indeep – Nine Shaft (Fran Von Vie Remix) (Nine Shaft) · Watch on YouTube

youtube_video BCiWNnqkSso · row BCiWNnqkSso

LAION-DISCO-12M

Dawn On Sunset (Feri Remix)

Listed as E-Spectro – Dawn On Sunset (Feri Remix) (Dawn On Sunset (Remixes 2014)) · Watch on YouTube

youtube_video EvXXU756u0Y · row EvXXU756u0Y

LAION-DISCO-12M

Poltergeist (Beat Factory Remix)

Listed as E-Spectro – Poltergeist (Beat Factory Remix) (Poltergeist) · Watch on YouTube

youtube_video Hb0jf9sxqRY · row Hb0jf9sxqRY

LAION-DISCO-12M

You Call It Magic (Gabe Delisle Remix)

Listed as Trox, E-Spectro – You Call It Magic (Gabe Delisle Remix) (You Call It Magic The Remixes) · Watch on YouTube

youtube_video KntCXofd5zk · row KntCXofd5zk

LAION-DISCO-12M

Choice Feat. Escenda (Harry Parker Remix) (feat. Escenda)

Listed as E-Spectro, Escenda – Choice Feat. Escenda (Harry Parker Remix) (feat. Escenda) (Choice (The Remixes Part Deux)) · Watch on YouTube

youtube_video LLNqpi9zvO8 · row LLNqpi9zvO8

LAION-DISCO-12M

Blaster

Listed as E-Spectro – Blaster (Blaster) · Watch on YouTube

youtube_video MADn3CwclMo · row MADn3CwclMo

LAION-DISCO-12M

Agora (Mehmet Akar Remix)

Listed as E-Spectro, Hells Kitchen – Agora (Mehmet Akar Remix) (Agora) · Watch on YouTube

youtube_video QKuQTOPAd5I · row QKuQTOPAd5I

LAION-DISCO-12M

Poltergeist (Eddy Good Paranormal Activity Remix)

Listed as E-Spectro – Poltergeist (Eddy Good Paranormal Activity Remix) (Poltergeist) · Watch on YouTube

youtube_video S0vQLPL30r0 · row S0vQLPL30r0

LAION-DISCO-12M

I Can Describe (DP-6 Remix)

Listed as E-Spectro – I Can Describe (DP-6 Remix) (Venus) · Watch on YouTube

youtube_video TxbZzGe_MsY · row TxbZzGe_MsY

LAION-DISCO-12M

Collector

Listed as E-Spectro – Collector (Blaster) · Watch on YouTube

youtube_video UQpZZU-px2o · row UQpZZU-px2o

LAION-DISCO-12M

You Call It Magic (Oybek Remix)

Listed as Trox, E-Spectro – You Call It Magic (Oybek Remix) (You Call It Magic The Remixes) · Watch on YouTube

youtube_video VkqRnMlipM4 · row VkqRnMlipM4

LAION-DISCO-12M

Changes (Anders. Remix) (feat. anders.)

Listed as E-Spectro – Changes (Anders. Remix) (feat. anders.) (Changes) · Watch on YouTube

youtube_video YGRx-mjj6FQ · row YGRx-mjj6FQ

LAION-DISCO-12M

Changes (Mashk Remix)

Listed as E-Spectro – Changes (Mashk Remix) (Changes) · Watch on YouTube

youtube_video _WnKDnJKTbg · row _WnKDnJKTbg

LAION-DISCO-12M

Without You (10dens Remix) (feat. Escenda)

Listed as E-Spectro – Without You (10dens Remix) (feat. Escenda) (Without You (Remixes)) · Watch on YouTube

youtube_video kd051JQHmEQ · row kd051JQHmEQ

LAION-DISCO-12M

Dawn on Sunset (Haroun Omar Remix)

Listed as E-Spectro – Dawn on Sunset (Haroun Omar Remix) (Remix Showcase (Part One)) · Watch on YouTube

youtube_video oKvDwufpSYI · row oKvDwufpSYI

LAION-DISCO-12M

Black Light

Listed as E-Spectro – Black Light (We Stand Tall / Black Light) · Watch on YouTube

youtube_video pHHewm40x4k · row pHHewm40x4k

LAION-DISCO-12M

Dawn On Sunset (Digital Mess Remix)

Listed as E-Spectro – Dawn On Sunset (Digital Mess Remix) (Dawn On Sunset) · Watch on YouTube

youtube_video poYxosrQNoQ · row poYxosrQNoQ

LAION-DISCO-12M

Dawn On Sunset (Vla DSound Remix)

Listed as E-Spectro – Dawn On Sunset (Vla DSound Remix) (Dawn On Sunset (Remixes 2014)) · Watch on YouTube

youtube_video psZv98gD3dQ · row psZv98gD3dQ

LAION-DISCO-12M

You Call It Magic (Beat Factory Instrumental Remix)

Listed as Trox, E-Spectro – You Call It Magic (Beat Factory Instrumental Remix) (You Call It Magic) · Watch on YouTube

youtube_video xZp3r35yImM · row xZp3r35yImM

LAION-DISCO-12M

Dawn On Sunset (Fon.Leman Remix)

Listed as E-Spectro – Dawn On Sunset (Fon.Leman Remix) (Dawn On Sunset) · Watch on YouTube

youtube_video zZHdhHko1P4 · row zZHdhHko1P4

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.