Yes. BEAUTIFUL WORLD has 33 songs listed in a dataset used to train AI music models.

Used for training 33

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 Beautiful (Bbop & Roksteadi Remix), The Coming of Age, Pana Kama Dunia

Listed under the artist name 33 songs in LAION-DISCO-12M

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

Beautiful (Bbop & Roksteadi Remix)

Listed as Beautiful World – Beautiful (Bbop & Roksteadi Remix) (Beautiful) · Watch on YouTube

youtube_video -qHMxnKOgAM · row -qHMxnKOgAM

LAION-DISCO-12M

The Coming of Age

Listed as BEAUTIFUL WORLD – The Coming of Age (In Existence (digitally remastered version)) · Watch on YouTube

youtube_video 28D6QRWaC8Q · row 28D6QRWaC8Q

LAION-DISCO-12M

Pana Kama Dunia

Listed as BEAUTIFUL WORLD – Pana Kama Dunia (Forever) · Watch on YouTube

youtube_video 6I4JFg3JePU · row 6I4JFg3JePU

LAION-DISCO-12M

Spoken Word (Remastered Version)

Listed as BEAUTIFUL WORLD – Spoken Word (Remastered Version) (In Existence (digitally remastered version)) · Watch on YouTube

youtube_video 6ZMgVibhll8 · row 6ZMgVibhll8

LAION-DISCO-12M

In the Beginning

Listed as BEAUTIFUL WORLD – In the Beginning (In Existence) · Watch on YouTube

youtube_video 8UQWK-5w_uI · row 8UQWK-5w_uI

LAION-DISCO-12M

Magicien du bonheur

Listed as BEAUTIFUL WORLD – Magicien du bonheur (In Existence) · Watch on YouTube

youtube_video 8avsRRp1ZZc · row 8avsRRp1ZZc

LAION-DISCO-12M

Children of the Future

Listed as BEAUTIFUL WORLD – Children of the Future (Forever) · Watch on YouTube

youtube_video 8o3pAgdbOfM · row 8o3pAgdbOfM

LAION-DISCO-12M

Beautiful (Smithee Remix)

Listed as Beautiful World – Beautiful (Smithee Remix) (Beautiful) · Watch on YouTube

youtube_video CnUAm-i-crw · row CnUAm-i-crw

LAION-DISCO-12M

Fearless

Listed as BEAUTIFUL WORLD – Fearless (Forever) · Watch on YouTube

youtube_video H92jJ8x3MXc · row H92jJ8x3MXc

LAION-DISCO-12M

Beautiful (Bbop & Roksteadi Edit)

Listed as Beautiful World – Beautiful (Bbop & Roksteadi Edit) (Beautiful) · Watch on YouTube

youtube_video M7yXsNGE6m4 · row M7yXsNGE6m4

LAION-DISCO-12M

The Silk Road

Listed as BEAUTIFUL WORLD – The Silk Road (In Existence) · Watch on YouTube

youtube_video N5ePsPUjHVs · row N5ePsPUjHVs

LAION-DISCO-12M

Journey of the Ancestors (Remastered Version)

Listed as BEAUTIFUL WORLD – Journey of the Ancestors (Remastered Version) (In Existence (digitally remastered version)) · Watch on YouTube

youtube_video OhvccdXu-tE · row OhvccdXu-tE

LAION-DISCO-12M

In the Beginning

Listed as BEAUTIFUL WORLD – In the Beginning (In Existence (digitally remastered version)) · Watch on YouTube

youtube_video PNFUsDM5GkQ · row PNFUsDM5GkQ

LAION-DISCO-12M

Hell Bent on Misery

Listed as BEAUTIFUL WORLD – Hell Bent on Misery (Forever) · Watch on YouTube

youtube_video QGYm98qwZpU · row QGYm98qwZpU

LAION-DISCO-12M

Evolution (Remastered Version)

Listed as BEAUTIFUL WORLD – Evolution (Remastered Version) (In Existence (digitally remastered version)) · Watch on YouTube

youtube_video U24sv54xDYI · row U24sv54xDYI

LAION-DISCO-12M

Magicien du bonheur (Remastered Version)

Listed as BEAUTIFUL WORLD – Magicien du bonheur (Remastered Version) (In Existence (digitally remastered version)) · Watch on YouTube

youtube_video V8yJbUeox8c · row V8yJbUeox8c

LAION-DISCO-12M

I'll Be There

Listed as BEAUTIFUL WORLD – I'll Be There (Forever) · Watch on YouTube

youtube_video VYRLcW7TA2c · row VYRLcW7TA2c

LAION-DISCO-12M

Pepo Iko

Listed as BEAUTIFUL WORLD – Pepo Iko (Forever) · Watch on YouTube

youtube_video VoOneB8oS9Q · row VoOneB8oS9Q

LAION-DISCO-12M

Forever

Listed as BEAUTIFUL WORLD – Forever (Forever) · Watch on YouTube

youtube_video WtkqyTKftK8 · row WtkqyTKftK8

LAION-DISCO-12M

The Final Emotion

Listed as BEAUTIFUL WORLD – The Final Emotion (In Existence (digitally remastered version)) · Watch on YouTube

youtube_video _wyS7SGrdbk · row _wyS7SGrdbk

LAION-DISCO-12M

Love Song

Listed as BEAUTIFUL WORLD – Love Song (In Existence) · Watch on YouTube

youtube_video b4QwBAoJIZw · row b4QwBAoJIZw

LAION-DISCO-12M

Love Is Everything

Listed as BEAUTIFUL WORLD – Love Is Everything (Forever) · Watch on YouTube

youtube_video bFSznBviakw · row bFSznBviakw

LAION-DISCO-12M

In Existence

Listed as BEAUTIFUL WORLD – In Existence (In Existence (digitally remastered version)) · Watch on YouTube

youtube_video dS9nTbtAO6I · row dS9nTbtAO6I

LAION-DISCO-12M

Revolution of the Heart (Remastered Version)

Listed as BEAUTIFUL WORLD – Revolution of the Heart (Remastered Version) (In Existence (digitally remastered version)) · Watch on YouTube

youtube_video gyvOvCdWP3E · row gyvOvCdWP3E

LAION-DISCO-12M

Healing

Listed as BEAUTIFUL WORLD – Healing (Forever) · Watch on YouTube

youtube_video hozN6y9NN2Y · row hozN6y9NN2Y

LAION-DISCO-12M

The Final Emotion

Listed as BEAUTIFUL WORLD – The Final Emotion (In Existence) · Watch on YouTube

youtube_video i_N8qEtKq0s · row i_N8qEtKq0s

LAION-DISCO-12M

I Know

Listed as BEAUTIFUL WORLD – I Know (In Existence) · Watch on YouTube

youtube_video k2G2AR2f4ok · row k2G2AR2f4ok

LAION-DISCO-12M

Oh Beautiful Paradise

Listed as BEAUTIFUL WORLD – Oh Beautiful Paradise (Forever) · Watch on YouTube

youtube_video lL-jshMGkIw · row lL-jshMGkIw

LAION-DISCO-12M

Africa

Listed as BEAUTIFUL WORLD – Africa (Forever) · Watch on YouTube

youtube_video m_Ewl4nbcYA · row m_Ewl4nbcYA

LAION-DISCO-12M

Beautiful (Smithee Edit)

Listed as Beautiful World – Beautiful (Smithee Edit) (Beautiful) · Watch on YouTube

youtube_video opxXMmFjKgA · row opxXMmFjKgA

LAION-DISCO-12M

Eternally

Listed as BEAUTIFUL WORLD – Eternally (Forever) · Watch on YouTube

youtube_video pGzTqnDvHus · row pGzTqnDvHus

LAION-DISCO-12M

Wonderful World (Remastered Version)

Listed as BEAUTIFUL WORLD – Wonderful World (Remastered Version) (In Existence (digitally remastered version)) · Watch on YouTube

youtube_video u-K2TOu1-vQ · row u-K2TOu1-vQ

LAION-DISCO-12M

Wonderful World

Listed as BEAUTIFUL WORLD – Wonderful World (In Existence) · Watch on YouTube

youtube_video zuAIRQGKUsc · row zuAIRQGKUsc

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.