Yes. Paul Norton has 25 songs listed in a dataset used to train AI music models.

Used for training 25

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 Too Many Angels, How Great It Is, When We Were Young

Listed under the artist name 25 songs in LAION-DISCO-12M

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

Too Many Angels

Listed as Paul Norton – Too Many Angels (Let It Fly) · Watch on YouTube

youtube_video 5PxnLJ6x_E4 · row 5PxnLJ6x_E4

LAION-DISCO-12M

How Great It Is

Listed as Paul Norton – How Great It Is (Let It Fly) · Watch on YouTube

youtube_video 5Zat-T4VqNc · row 5Zat-T4VqNc

LAION-DISCO-12M

When We Were Young

Listed as Paul Norton – When We Were Young (Let It Fly) · Watch on YouTube

youtube_video 6WCHzfvJVM0 · row 6WCHzfvJVM0

LAION-DISCO-12M

Ain't That The Truth

Listed as Paul Norton – Ain't That The Truth (Let It Fly) · Watch on YouTube

youtube_video BDM5hCvgnNs · row BDM5hCvgnNs

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God On My Side

Listed as Paul Norton – God On My Side (Under A Southern Sky) · Watch on YouTube

youtube_video D70m0tayyf4 · row D70m0tayyf4

LAION-DISCO-12M

What Are We Waitin' For?

Listed as Paul Norton – What Are We Waitin' For? (Let It Fly) · Watch on YouTube

youtube_video DOfpJRkniLY · row DOfpJRkniLY

LAION-DISCO-12M

96 Tears

Listed as Paul Norton – 96 Tears (Under A Southern Sky) · Watch on YouTube

youtube_video DqqWOIsyUwg · row DqqWOIsyUwg

LAION-DISCO-12M

Southern Sky

Listed as Paul Norton – Southern Sky (Under A Southern Sky) · Watch on YouTube

youtube_video G9o9kswUxRY · row G9o9kswUxRY

LAION-DISCO-12M

Billy Billy

Listed as Paul Norton – Billy Billy (Under A Southern Sky) · Watch on YouTube

youtube_video J0-8-VNo0_o · row J0-8-VNo0_o

LAION-DISCO-12M

Little Miss Understood

Listed as Paul Norton – Little Miss Understood (Let It Fly) · Watch on YouTube

youtube_video J4wCSM-9aC4 · row J4wCSM-9aC4

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Too Far Gone

Listed as Paul Norton – Too Far Gone (Let It Fly) · Watch on YouTube

youtube_video N8CMaN6ZwJ8 · row N8CMaN6ZwJ8

LAION-DISCO-12M

Hurricane

Listed as Paul Norton – Hurricane (Under A Southern Sky) · Watch on YouTube

youtube_video QXJj0R2eT60 · row QXJj0R2eT60

LAION-DISCO-12M

Stuck On You

Listed as Paul Norton – Stuck On You (Under A Southern Sky) · Watch on YouTube

youtube_video R6IWjuDJvII · row R6IWjuDJvII

LAION-DISCO-12M

When The Kingdom Comes

Listed as Paul Norton – When The Kingdom Comes (Let It Fly) · Watch on YouTube

youtube_video SqutNU2SslI · row SqutNU2SslI

LAION-DISCO-12M

Nothin' She Can't Do

Listed as Paul Norton – Nothin' She Can't Do (Let It Fly) · Watch on YouTube

youtube_video UVcr31B_TO4 · row UVcr31B_TO4

LAION-DISCO-12M

I Got You

Listed as Paul Norton – I Got You (Under A Southern Sky) · Watch on YouTube

youtube_video YPRJ-W04iBc · row YPRJ-W04iBc

LAION-DISCO-12M

Star

Listed as Paul Norton – Star (Let It Fly) · Watch on YouTube

youtube_video Yd0wUiX-0qw · row Yd0wUiX-0qw

LAION-DISCO-12M

Shake That Devil

Listed as Paul Norton – Shake That Devil (Under A Southern Sky) · Watch on YouTube

youtube_video bezStWoCEzg · row bezStWoCEzg

LAION-DISCO-12M

Lil' Red Ridin' Hood

Listed as Paul Norton – Lil' Red Ridin' Hood (Let It Fly) · Watch on YouTube

youtube_video dAdog3XZltg · row dAdog3XZltg

LAION-DISCO-12M

Means a Lot of Work

Listed as Paul Norton – Means a Lot of Work (Under A Southern Sky) · Watch on YouTube

youtube_video rtSzoN-0B6A · row rtSzoN-0B6A

LAION-DISCO-12M

I Got the Wheels

Listed as Paul Norton – I Got the Wheels (Under A Southern Sky) · Watch on YouTube

youtube_video sybY_gMMA9Q · row sybY_gMMA9Q

LAION-DISCO-12M

It's The End

Listed as Paul Norton – It's The End (Under A Southern Sky) · Watch on YouTube

youtube_video tTpD3nDC8nY · row tTpD3nDC8nY

LAION-DISCO-12M

Getting Away With Murder

Listed as Paul Norton – Getting Away With Murder (Let It Fly) · Watch on YouTube

youtube_video uyWBo1RYuRo · row uyWBo1RYuRo

LAION-DISCO-12M

Fly Away

Listed as Paul Norton – Fly Away (Let It Fly) · Watch on YouTube

youtube_video vsGmVg5spIk · row vsGmVg5spIk

LAION-DISCO-12M

Lie To Me

Listed as Paul Norton – Lie To Me (Let It Fly) · Watch on YouTube

youtube_video xQntQ5-udsw · row xQntQ5-udsw

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.