Yes. DOLLCHESTRA has 26 songs listed in a dataset used to train AI music models.

Used for training 26

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 Sparkly Spot (Off Vocal), 青春の輪郭 - Seishun no Rinkaku, Mirage Voyage (Off Vocal)

Listed under the artist name 26 songs in LAION-DISCO-12M

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

Sparkly Spot (Off Vocal)

Listed as DOLLCHESTRA – Sparkly Spot (Off Vocal) (Sparkly Spot) · Watch on YouTube

youtube_video 1Fq_0enDvB4 · row 1Fq_0enDvB4

LAION-DISCO-12M

青春の輪郭 - Seishun no Rinkaku

Listed as DOLLCHESTRA – 青春の輪郭 - Seishun no Rinkaku (Natsumeki Pain) · Watch on YouTube

youtube_video 1cscakt1bHU · row 1cscakt1bHU

LAION-DISCO-12M

Mirage Voyage (Off Vocal)

Listed as DOLLCHESTRA – Mirage Voyage (Off Vocal) (Mirage Voyage) · Watch on YouTube

youtube_video 1g38tqWANUQ · row 1g38tqWANUQ

LAION-DISCO-12M

Link to the FUTURE

Listed as Cerise Bouquet, DOLLCHESTRA, Mira-Cra Park！ – Link to the FUTURE (Link to the FUTURE) · Watch on YouTube

youtube_video 4wdzpZYo4FQ · row 4wdzpZYo4FQ

LAION-DISCO-12M

AWOKE

Listed as DOLLCHESTRA – AWOKE (Dream Believers) · Watch on YouTube

youtube_video 7mxDqSZH-sA · row 7mxDqSZH-sA

LAION-DISCO-12M

ジブンダイアリー - Jibun Diary

Listed as DOLLCHESTRA – ジブンダイアリー - Jibun Diary (Mirage Voyage) · Watch on YouTube

youtube_video C_vgcge9aHw · row C_vgcge9aHw

LAION-DISCO-12M

スケイプゴート - Scapegoat

Listed as DOLLCHESTRA – スケイプゴート - Scapegoat (Holiday Holiday / Tragic Drops (DOLLCHESTRA Version)) · Watch on YouTube

youtube_video E6cz82WKIEc · row E6cz82WKIEc

LAION-DISCO-12M

パラレルダンサー - Parallel Dancer

Listed as DOLLCHESTRA – パラレルダンサー - Parallel Dancer (Natsumeki Pain) · Watch on YouTube

youtube_video FqYiECR1eq0 · row FqYiECR1eq0

LAION-DISCO-12M

希望的プリズム (Off Vocal) - Kiboteki Prism (Off Vocal)

Listed as DOLLCHESTRA – 希望的プリズム (Off Vocal) - Kiboteki Prism (Off Vocal) (Sparkly Spot) · Watch on YouTube

youtube_video IFZlaXaGJGo · row IFZlaXaGJGo

LAION-DISCO-12M

青とシャボン (Off Vocal) - Ao to Shabon (Off Vocal)

Listed as DOLLCHESTRA – 青とシャボン (Off Vocal) - Ao to Shabon (Off Vocal) (Special Thanks / Ao to Shabon / Milk) · Watch on YouTube

youtube_video LI4j19cHprc · row LI4j19cHprc

LAION-DISCO-12M

Link to the FUTURE (Off Vocal)

Listed as Cerise Bouquet, DOLLCHESTRA, Mira-Cra Park！ – Link to the FUTURE (Off Vocal) (Link to the FUTURE) · Watch on YouTube

youtube_video S8pS7dDEXKA · row S8pS7dDEXKA

LAION-DISCO-12M

飴色 (Off Vocal) - Ameiro (Off Vocal)

Listed as DOLLCHESTRA – 飴色 (Off Vocal) - Ameiro (Off Vocal) (Take It Over) · Watch on YouTube

youtube_video SbYzL5tIsjw · row SbYzL5tIsjw

LAION-DISCO-12M

Tragic Drops

Listed as DOLLCHESTRA – Tragic Drops (Holiday Holiday / Tragic Drops (DOLLCHESTRA Version)) · Watch on YouTube

youtube_video Son91mCRRWM · row Son91mCRRWM

LAION-DISCO-12M

KNOT (Off Vocal)

Listed as DOLLCHESTRA – KNOT (Off Vocal) (Take It Over) · Watch on YouTube

youtube_video VEcg0fGuD4A · row VEcg0fGuD4A

LAION-DISCO-12M

レディバグ - Ladybug

Listed as DOLLCHESTRA – レディバグ - Ladybug (Dream Believers (104ki Version)) · Watch on YouTube

youtube_video X9FsUoz5rrw · row X9FsUoz5rrw

LAION-DISCO-12M

Mirage Voyage

Listed as DOLLCHESTRA – Mirage Voyage (Mirage Voyage) · Watch on YouTube

youtube_video Z0NHCaNbAYc · row Z0NHCaNbAYc

LAION-DISCO-12M

ジブンダイアリー (Off Vocal) - Jibun Diary (Off Vocal)

Listed as DOLLCHESTRA – ジブンダイアリー (Off Vocal) - Jibun Diary (Off Vocal) (Mirage Voyage) · Watch on YouTube

youtube_video imJ7uGcbDOU · row imJ7uGcbDOU

LAION-DISCO-12M

Sparkly Spot

Listed as DOLLCHESTRA – Sparkly Spot (Sparkly Spot) · Watch on YouTube

youtube_video jH7ioKohWSQ · row jH7ioKohWSQ

LAION-DISCO-12M

希望的プリズム - Kiboteki Prism

Listed as DOLLCHESTRA – 希望的プリズム - Kiboteki Prism (Sparkly Spot) · Watch on YouTube

youtube_video jbkbdCtyTJE · row jbkbdCtyTJE

LAION-DISCO-12M

ツキマカセ - Tsuki Makase

Listed as DOLLCHESTRA – ツキマカセ - Tsuki Makase (Sparkly Spot) · Watch on YouTube

youtube_video kdVlX5MN1CM · row kdVlX5MN1CM

LAION-DISCO-12M

飴色 - Ameiro

Listed as DOLLCHESTRA – 飴色 - Ameiro (Take It Over) · Watch on YouTube

youtube_video n1Ep0gAHr2U · row n1Ep0gAHr2U

LAION-DISCO-12M

青とシャボン - Ao to Shabon

Listed as DOLLCHESTRA – 青とシャボン - Ao to Shabon (Special Thanks / Ao to Shabon / Milk) · Watch on YouTube

youtube_video nKtGsbOJuOk · row nKtGsbOJuOk

LAION-DISCO-12M

KNOT

Listed as DOLLCHESTRA – KNOT (Take It Over) · Watch on YouTube

youtube_video r0HbxEKeMGs · row r0HbxEKeMGs

LAION-DISCO-12M

Take It Over

Listed as DOLLCHESTRA – Take It Over (Take It Over) · Watch on YouTube

youtube_video vKHtRr3Zvj8 · row vKHtRr3Zvj8

LAION-DISCO-12M

ツキマカセ (Off Vocal) - Tsuki Makase (Off Vocal)

Listed as DOLLCHESTRA – ツキマカセ (Off Vocal) - Tsuki Makase (Off Vocal) (Sparkly Spot) · Watch on YouTube

youtube_video z-BlHw4uiME · row z-BlHw4uiME

LAION-DISCO-12M

Take It Over (Off Vocal)

Listed as DOLLCHESTRA – Take It Over (Off Vocal) (Take It Over) · Watch on YouTube

youtube_video zPlOjSHcaAM · row zPlOjSHcaAM

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.