Yes. Paul Frith has 12 songs listed in a dataset used to train AI music models.

Used for training 12

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 Broken Parable - Fragments, Isaac - Fragments, As the Clouds Began to Part

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

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

Broken Parable - Fragments

Listed as Bear's Den, Paul Frith – Broken Parable - Fragments (Fragments) · Watch on YouTube

youtube_video -u5QqnzMnYE · row -u5QqnzMnYE

LAION-DISCO-12M

Isaac - Fragments

Listed as Bear's Den, Paul Frith – Isaac - Fragments (Fragments) · Watch on YouTube

youtube_video 6LOL6av13II · row 6LOL6av13II

LAION-DISCO-12M

As the Clouds Began to Part

Listed as Bear's Den, Paul Frith – As the Clouds Began to Part (Fragments) · Watch on YouTube

youtube_video AcZm8LdEtnA · row AcZm8LdEtnA

LAION-DISCO-12M

Auld Wives - Fragments

Listed as Bear's Den, Paul Frith – Auld Wives - Fragments (Fragments) · Watch on YouTube

youtube_video GHxZN01AfEM · row GHxZN01AfEM

LAION-DISCO-12M

Crow - Fragments

Listed as Bear's Den, Paul Frith – Crow - Fragments (Fragments) · Watch on YouTube

youtube_video QNPo_bOxCSo · row QNPo_bOxCSo

LAION-DISCO-12M

Fuel on the Fire - Fragments

Listed as Bear's Den, Paul Frith – Fuel on the Fire - Fragments (Fragments) · Watch on YouTube

youtube_video U2HFLViv9lM · row U2HFLViv9lM

LAION-DISCO-12M

Can't You Hear It in the Silence?

Listed as Bear's Den, Paul Frith – Can't You Hear It in the Silence? (Fragments) · Watch on YouTube

youtube_video Wzbo70FYfLw · row Wzbo70FYfLw

LAION-DISCO-12M

Lightning Trying to Put out a Spark

Listed as Bear's Den, Paul Frith – Lightning Trying to Put out a Spark (Fragments) · Watch on YouTube

youtube_video gyHN7xHJCy8 · row gyHN7xHJCy8

LAION-DISCO-12M

Fireworks Flashing

Listed as Bear's Den, Paul Frith – Fireworks Flashing (Fragments) · Watch on YouTube

youtube_video jXLkhHZWI7c · row jXLkhHZWI7c

LAION-DISCO-12M

Napoleon - Fragments

Listed as Bear's Den, Paul Frith – Napoleon - Fragments (Fragments) · Watch on YouTube

youtube_video jfpg1rHSS90 · row jfpg1rHSS90

LAION-DISCO-12M

When You Break - Fragments

Listed as Bear's Den, Paul Frith – When You Break - Fragments (Fragments) · Watch on YouTube

youtube_video omztWSiJvV4 · row omztWSiJvV4

LAION-DISCO-12M

Breaker / Keeper - Fragments

Listed as Bear's Den, Paul Frith – Breaker / Keeper - Fragments (Fragments) · Watch on YouTube

youtube_video wsw6tnrKoac · row wsw6tnrKoac

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.