Yes. Asch has 13 songs listed in a dataset used to train AI music models.

Used for training 13

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 Milk Pearl Cola (feat. Kyl Aries & Miguel'S), Inspired (Instrumental), April

Listed under the artist name 13 songs in LAION-DISCO-12M

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

Milk Pearl Cola (feat. Kyl Aries & Miguel'S)

Listed as Asch – Milk Pearl Cola (feat. Kyl Aries & Miguel'S) (Milk Pearl Cola) · Watch on YouTube

youtube_video 1d7d1ps0z4g · row 1d7d1ps0z4g

LAION-DISCO-12M

Inspired (Instrumental)

Listed as Asch – Inspired (Instrumental) (For Two) · Watch on YouTube

youtube_video 4_-XvN_CRvQ · row 4_-XvN_CRvQ

LAION-DISCO-12M

April

Listed as Asch – April (Liliwanag Muli) · Watch on YouTube

youtube_video Bqo_i-YBEwU · row Bqo_i-YBEwU

LAION-DISCO-12M

Goldchau Imaginary (feat. Miguel'S)

Listed as Asch – Goldchau Imaginary (feat. Miguel'S) (Goldchau Imaginary) · Watch on YouTube

youtube_video CFEMs73v49w · row CFEMs73v49w

LAION-DISCO-12M

For Two (Instrumental)

Listed as Asch – For Two (Instrumental) (For Two) · Watch on YouTube

youtube_video GjPD_ZQo3NU · row GjPD_ZQo3NU

LAION-DISCO-12M

Intimacy

Listed as Asch – Intimacy (Buwanbuwan Collective) · Watch on YouTube

youtube_video LRQDH5fCuF0 · row LRQDH5fCuF0

LAION-DISCO-12M

Stand with Me

Listed as Asch – Stand with Me (Ocean Away) · Watch on YouTube

youtube_video MzswSBcuIa4 · row MzswSBcuIa4

LAION-DISCO-12M

Mobius

Listed as Asch – Mobius (Mobius) · Watch on YouTube

youtube_video NA_hpoLjmVM · row NA_hpoLjmVM

LAION-DISCO-12M

Why Though

Listed as Asch – Why Though (Why Though) · Watch on YouTube

youtube_video V7pki5uPfUE · row V7pki5uPfUE

LAION-DISCO-12M

This is Us (Instrumental)

Listed as Asch – This is Us (Instrumental) (For Two) · Watch on YouTube

youtube_video ZBQsF95PCSA · row ZBQsF95PCSA

LAION-DISCO-12M

Who Am I (Instrumental)

Listed as Asch – Who Am I (Instrumental) (For Two) · Watch on YouTube

youtube_video izTDQKOtYH4 · row izTDQKOtYH4

LAION-DISCO-12M

Ashes to Ashes

Listed as Asch – Ashes to Ashes (Ashes to Ashes) · Watch on YouTube

youtube_video tcBtaVV1KPA · row tcBtaVV1KPA

LAION-DISCO-12M

Trying

Listed as Asch – Trying (For Two) · Watch on YouTube

youtube_video vzbvA9Mw2Bk · row vzbvA9Mw2Bk

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.