Yes. Paul Kwitek has 136 songs listed in a dataset used to train AI music models.

Used for training 136

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 Exray, Lublin (Purple mix), In The Past (original)

Listed under the artist name 136 songs in LAION-DISCO-12M

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

Exray

Listed as Paul Kwitek – Exray (Nature's Laboratory (Volume 1)) · Watch on YouTube

youtube_video -zihGVuefkY · row -zihGVuefkY

LAION-DISCO-12M

Lublin (Purple mix)

Listed as Paul Kwitek – Lublin (Purple mix) (Strange Day EP) · Watch on YouTube

youtube_video 0XU5J7RX9ls · row 0XU5J7RX9ls

LAION-DISCO-12M

In The Past (original)

Listed as Paul Kwitek – In The Past (original) (Qualia) · Watch on YouTube

youtube_video 2xWKFpCCowo · row 2xWKFpCCowo

LAION-DISCO-12M

Eukaryote

Listed as Paul Kwitek – Eukaryote (Nature's Laboratory (Volume 1)) · Watch on YouTube

youtube_video 93-_2nGoaNI · row 93-_2nGoaNI

LAION-DISCO-12M

Demolition

Listed as Paul Kwitek – Demolition (Nature's Laboratory, Vol. 2) · Watch on YouTube

youtube_video 9AtMKWxg390 · row 9AtMKWxg390

LAION-DISCO-12M

Synaptic Sensory (Live Mix)

Listed as Paul Kwitek – Synaptic Sensory (Live Mix) (Reminiscence) · Watch on YouTube

youtube_video 9Vi1AfgAZlE · row 9Vi1AfgAZlE

LAION-DISCO-12M

Don’t Forget

Listed as Paul Kwitek – Don’t Forget (Don't Forget) · Watch on YouTube

youtube_video DBHWk8fleRo · row DBHWk8fleRo

LAION-DISCO-12M

Nautilus (original)

Listed as Paul Kwitek – Nautilus (original) (Nautilus feat Indi Kaur) · Watch on YouTube

youtube_video FPS-raI2NtU · row FPS-raI2NtU

LAION-DISCO-12M

Confused Inventions

Listed as Paul Kwitek, Greg Nowacki – Confused Inventions (Confused Inventions) · Watch on YouTube

youtube_video G78jf92erNo · row G78jf92erNo

LAION-DISCO-12M

Witching Hour

Listed as Paul Kwitek, Wera Kidżeski, Kuba Karwacki – Witching Hour (Lublin Sessions) · Watch on YouTube

youtube_video Ipk0A8BVe54 · row Ipk0A8BVe54

LAION-DISCO-12M

B of Earth (original)

Listed as Paul Kwitek – B of Earth (original) (Qualia) · Watch on YouTube

youtube_video KBbmxKhPh2I · row KBbmxKhPh2I

LAION-DISCO-12M

Abyssal

Listed as Paul Kwitek – Abyssal (Abyssal) · Watch on YouTube

youtube_video LXYZhorMcbg · row LXYZhorMcbg

LAION-DISCO-12M

Traitor

Listed as Paul Kwitek – Traitor (Nature's Laboratory, Vol. 2) · Watch on YouTube

youtube_video NenOM7hTk3Q · row NenOM7hTk3Q

LAION-DISCO-12M

Early Condition

Listed as Paul Kwitek – Early Condition (Nature's Laboratory, Vol. 2) · Watch on YouTube

youtube_video TQbrDbCugFo · row TQbrDbCugFo

LAION-DISCO-12M

Albedo (original) (feat. Neah)

Listed as Paul Kwitek – Albedo (original) (feat. Neah) (Qualia) · Watch on YouTube

youtube_video TqjQcUmCoqU · row TqjQcUmCoqU

LAION-DISCO-12M

3rd World (original) (feat. Roxanne Morganstern)

Listed as Paul Kwitek – 3rd World (original) (feat. Roxanne Morganstern) (Qualia) · Watch on YouTube

youtube_video TsRO_MPQ0oA · row TsRO_MPQ0oA

LAION-DISCO-12M

Voodooman (Jorge dept dub mix)

Listed as Paul Kwitek – Voodooman (Jorge dept dub mix) (Voodooman) · Watch on YouTube

youtube_video UjHXDF3ey4Q · row UjHXDF3ey4Q

LAION-DISCO-12M

Don’t Forget

Listed as Paul Kwitek – Don’t Forget (Don't Forget) · Watch on YouTube

youtube_video YemUBcVsHpo · row YemUBcVsHpo

LAION-DISCO-12M

Tree Of The Stars

Listed as Paul Kwitek – Tree Of The Stars (Nature's Laboratory, Vol. 3) · Watch on YouTube

youtube_video YlxVCsn2TzI · row YlxVCsn2TzI

LAION-DISCO-12M

From A Letter

Listed as Paul Kwitek – From A Letter (Qualia) · Watch on YouTube

youtube_video Yoc1w8GrNhM · row Yoc1w8GrNhM

LAION-DISCO-12M

Watchmaker's Secret

Listed as Paul Kwitek, Greg Nowacki – Watchmaker's Secret (Confused Inventions) · Watch on YouTube

youtube_video aR7S98fo4_w · row aR7S98fo4_w

LAION-DISCO-12M

Broken Chords

Listed as Paul Kwitek – Broken Chords (Nature's Laboratory (Volume 1)) · Watch on YouTube

youtube_video c0ROYfAM1lY · row c0ROYfAM1lY

LAION-DISCO-12M

Misplaced Chapters (Live Mix)

Listed as Paul Kwitek – Misplaced Chapters (Live Mix) (Reminiscence) · Watch on YouTube

youtube_video cAUyBrST0Z4 · row cAUyBrST0Z4

LAION-DISCO-12M

Inner Sanctum (original)

Listed as Paul Kwitek – Inner Sanctum (original) (Inner Sanctum) · Watch on YouTube

youtube_video daUG8An46o8 · row daUG8An46o8

LAION-DISCO-12M

All the answers (Paul Kwitek Remix)

Listed as Paul Kwitek – All the answers (Paul Kwitek Remix) (All The Answers) · Watch on YouTube

youtube_video eyKQftpDtKA · row eyKQftpDtKA

LAION-DISCO-12M

Flow State

Listed as Paul Kwitek – Flow State (Flow State) · Watch on YouTube

youtube_video gxy1JeElg_E · row gxy1JeElg_E

LAION-DISCO-12M

Black Ocean (Dynamic Illusion Remix) (feat. Roxanne Morganstern)

Listed as Paul Kwitek – Black Ocean (Dynamic Illusion Remix) (feat. Roxanne Morganstern) (Black Ocean) · Watch on YouTube

youtube_video hTgiz4GzKr8 · row hTgiz4GzKr8

LAION-DISCO-12M

Hybridization

Listed as Paul Kwitek – Hybridization (Nature's Laboratory, Vol. 2) · Watch on YouTube

youtube_video lF1b7JScTqw · row lF1b7JScTqw

LAION-DISCO-12M

Gates Of Tears

Listed as Paul Kwitek – Gates Of Tears (Nature's Laboratory, Vol. 3) · Watch on YouTube

youtube_video lRQZisRQR0A · row lRQZisRQR0A

LAION-DISCO-12M

Aphrine

Listed as Paul Kwitek – Aphrine (Aphrine) · Watch on YouTube

youtube_video neTH-RmabHM · row neTH-RmabHM

LAION-DISCO-12M

Without Awarness (Gone Deeper Mix)

Listed as Paul Kwitek – Without Awarness (Gone Deeper Mix) (Without Awarness) · Watch on YouTube

youtube_video ocXn7MweGTc · row ocXn7MweGTc

LAION-DISCO-12M

Eyhe

Listed as Paul Kwitek – Eyhe (Nature's Laboratory (Volume 1)) · Watch on YouTube

youtube_video tMiwFgD98is · row tMiwFgD98is

LAION-DISCO-12M

Nais

Listed as Paul Kwitek – Nais (Nature's Laboratory (Volume 1)) · Watch on YouTube

youtube_video tO04i5p1xic · row tO04i5p1xic

LAION-DISCO-12M

Inside of Us

Listed as Paul Kwitek – Inside of Us (Nature's Laboratory, Vol. 2) · Watch on YouTube

youtube_video teAxu_lEImw · row teAxu_lEImw

LAION-DISCO-12M

Harmonious Unity

Listed as Paul Kwitek – Harmonious Unity (Echo of a Lifetime) · Watch on YouTube

youtube_video tiEzpGnv2cQ · row tiEzpGnv2cQ

LAION-DISCO-12M

Trip to Acamar (Betel Remix)

Listed as Paul Kwitek – Trip to Acamar (Betel Remix) (Trip to Acamar) · Watch on YouTube

youtube_video vL_0G99UV_w · row vL_0G99UV_w

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.