Yes. Panini Brunch has 121 songs listed in a dataset used to train AI music models.

Used for training 121

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 'how do you break up (Instrumental), Come Back (Instrumental), Cherry Blossoms Come Out (Instrumental)

Listed under the artist name 121 songs in LAION-DISCO-12M

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

'how do you break up (Instrumental)

Listed as Panini Brunch – 'how do you break up (Instrumental) (how do you break up) · Watch on YouTube

youtube_video -hI0W--WNL8 · row -hI0W--WNL8

LAION-DISCO-12M

Come Back (Instrumental)

Listed as Panini Brunch – Come Back (Instrumental) (Come Back) · Watch on YouTube

youtube_video 3kPJxoCvG1I · row 3kPJxoCvG1I

LAION-DISCO-12M

Cherry Blossoms Come Out (Instrumental)

Listed as Panini Brunch – Cherry Blossoms Come Out (Instrumental) (Cherry Blossoms Come Out) · Watch on YouTube

youtube_video 3pi_sjqFgZM · row 3pi_sjqFgZM

LAION-DISCO-12M

Want To Do Something Nice (Instrumental)

Listed as Panini Brunch – Want To Do Something Nice (Instrumental) (Want To Do Something Nice) · Watch on YouTube

youtube_video 7Xper7FAPIk · row 7Xper7FAPIk

LAION-DISCO-12M

Please Don't Look So Pretty (Instrumental)

Listed as Panini Brunch – Please Don't Look So Pretty (Instrumental) (Please Don't Look So Pretty) · Watch on YouTube

youtube_video 7isY5AVDbMY · row 7isY5AVDbMY

LAION-DISCO-12M

Abyss of Sorrow (Inst.)

Listed as PANINI BRUNCH – Abyss of Sorrow (Inst.) (Coffee Fox Kim Sam Wol (Original Soundtrack), Pt.26) · Watch on YouTube

youtube_video DbwPfLXvYJY · row DbwPfLXvYJY

LAION-DISCO-12M

how do u do (Instrumental)

Listed as Panini Brunch – how do u do (Instrumental) (how do u do) · Watch on YouTube

youtube_video IWCYnDneb-0 · row IWCYnDneb-0

LAION-DISCO-12M

Can I Say I Love You? (Instrumental)

Listed as Panini Brunch – Can I Say I Love You? (Instrumental) (Can I Say I Love You?) · Watch on YouTube

youtube_video PYR58npdmJg · row PYR58npdmJg

LAION-DISCO-12M

Still today (Inst.)

Listed as PANINI BRUNCH – Still today (Inst.) (Oh, Boy! OST Part.20) · Watch on YouTube

youtube_video PebCBaAVu7k · row PebCBaAVu7k

LAION-DISCO-12M

I Didn't Know It Was So Hard For You (Instrumental)

Listed as Panini Brunch – I Didn't Know It Was So Hard For You (Instrumental) (I Didn't Know It Was So Hard For You) · Watch on YouTube

youtube_video QJA7Un8XPQE · row QJA7Un8XPQE

LAION-DISCO-12M

I Want To Confess First (Instrumental)

Listed as Panini Brunch – I Want To Confess First (Instrumental) (I Want To Confess First) · Watch on YouTube

youtube_video QmFTkmO-pTM · row QmFTkmO-pTM

LAION-DISCO-12M

The Night I Miss You (Instrumental)

Listed as Panini Brunch – The Night I Miss You (Instrumental) (The Night I Miss You) · Watch on YouTube

youtube_video TAj4BSdn004 · row TAj4BSdn004

LAION-DISCO-12M

When I Loved You (Instrumental)

Listed as Panini Brunch – When I Loved You (Instrumental) (When I Loved You) · Watch on YouTube

youtube_video YgIHE526NXI · row YgIHE526NXI

LAION-DISCO-12M

When the Cold Wind Blows (Instrumental)

Listed as Panini Brunch – When the Cold Wind Blows (Instrumental) (When the Cold Wind Blows) · Watch on YouTube

youtube_video Ysh8T654hIc · row Ysh8T654hIc

LAION-DISCO-12M

Do You Want To Meet Today (Instrumental)

Listed as Panini Brunch – Do You Want To Meet Today (Instrumental) (Do You Want To Meet Today) · Watch on YouTube

youtube_video _A0nWEWrQiU · row _A0nWEWrQiU

LAION-DISCO-12M

Already Been A Year (Instrumental)

Listed as Panini Brunch – Already Been A Year (Instrumental) (Already Been A Year) · Watch on YouTube

youtube_video duAuXnvKudg · row duAuXnvKudg

LAION-DISCO-12M

Beautiful Memories (Instrumental)

Listed as Panini Brunch – Beautiful Memories (Instrumental) (The Promise (Pt. 8; Original Soundtrack)) · Watch on YouTube

youtube_video e1NYufYe9u8 · row e1NYufYe9u8

LAION-DISCO-12M

More Than Usual (Instrumental)

Listed as Panini Brunch – More Than Usual (Instrumental) (More Than Usual) · Watch on YouTube

youtube_video pqRLKKV0XqM · row pqRLKKV0XqM

LAION-DISCO-12M

이별은 올 수조차 못하게 Instrumental

Listed as Panini Brunch – 이별은 올 수조차 못하게 Instrumental (베이비 드래곤 (Original Webtoon Soundtrack) Pt. 14) · Watch on YouTube

youtube_video rf2W58LwfHU · row rf2W58LwfHU

LAION-DISCO-12M

When I Loved You (feat. DJ Deborah)

Listed as Panini Brunch – When I Loved You (feat. DJ Deborah) (When I Loved You) · Watch on YouTube

youtube_video rffDWc1ggIA · row rffDWc1ggIA

LAION-DISCO-12M

Shy Glance (Instrumental)

Listed as Panini Brunch – Shy Glance (Instrumental) (Shy Glance) · Watch on YouTube

youtube_video sOgpS97UP2Y · row sOgpS97UP2Y

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.