Yes. Fritz Beer has 32 songs listed in a dataset used to train AI music models.

Used for training 32

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 Weakness (Live), Words Are Left / Don't Tell Us (Live), Somebody Killed the President (Live)

Listed under the artist name 32 songs in LAION-DISCO-12M

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

Weakness (Live)

Listed as Fritz Beer, The Bishops – Weakness (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video 0m95GDjgD_A · row 0m95GDjgD_A

LAION-DISCO-12M

Words Are Left / Don't Tell Us (Live)

Listed as Fritz Beer, The Bishops – Words Are Left / Don't Tell Us (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video 1VRRyBWEWlo · row 1VRRyBWEWlo

LAION-DISCO-12M

Somebody Killed the President (Live)

Listed as Fritz Beer, The Bishops – Somebody Killed the President (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video 4SOugJMsvhk · row 4SOugJMsvhk

LAION-DISCO-12M

I Fought the Law (Live)

Listed as Fritz Beer, The Bishops – I Fought the Law (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video 5FAWZRzLXNg · row 5FAWZRzLXNg

LAION-DISCO-12M

Spray Job (Live)

Listed as Fritz Beer, The Bishops – Spray Job (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video 6XVivoFuxjM · row 6XVivoFuxjM

LAION-DISCO-12M

Brand New Cadillac (Live)

Listed as Fritz Beer, The Bishops – Brand New Cadillac (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video 8DT_rpOWcTY · row 8DT_rpOWcTY

LAION-DISCO-12M

Never Question the River (Live)

Listed as Fritz Beer, The Bishops – Never Question the River (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video 8zog7n__azY · row 8zog7n__azY

LAION-DISCO-12M

Momicide (Live)

Listed as Fritz Beer, The Bishops – Momicide (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video 915lDEcVvFo · row 915lDEcVvFo

LAION-DISCO-12M

Don't Get Around Much (Live)

Listed as Fritz Beer, The Bishops – Don't Get Around Much (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video Adumd2OW4xM · row Adumd2OW4xM

LAION-DISCO-12M

The Magnificent Seven (Live)

Listed as Fritz Beer, The Bishops – The Magnificent Seven (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video Fq5XjeokWuY · row Fq5XjeokWuY

LAION-DISCO-12M

Keep It Inside (Live)

Listed as Fritz Beer, The Bishops – Keep It Inside (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video H5N2Ao4g_ts · row H5N2Ao4g_ts

LAION-DISCO-12M

I'm on a Leash (Live)

Listed as Fritz Beer, The Bishops – I'm on a Leash (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video IsR_WZW1GX0 · row IsR_WZW1GX0

LAION-DISCO-12M

Buffer Country (Live)

Listed as Fritz Beer, The Bishops – Buffer Country (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video Ks3KBKYCTpA · row Ks3KBKYCTpA

LAION-DISCO-12M

Fear Trembling (Live)

Listed as Fritz Beer, The Bishops – Fear Trembling (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video L6xOXdMyrZo · row L6xOXdMyrZo

LAION-DISCO-12M

Princess Sonya Packs a Rod (Live)

Listed as Fritz Beer, The Bishops – Princess Sonya Packs a Rod (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video Mk1WnfAV1hw · row Mk1WnfAV1hw

LAION-DISCO-12M

Men Don't Lie (Live)

Listed as Fritz Beer, The Bishops – Men Don't Lie (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video NkUntRkZWaA · row NkUntRkZWaA

LAION-DISCO-12M

Personali TV (Live)

Listed as Fritz Beer, The Bishops – Personali TV (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video OL5qEkiMzTI · row OL5qEkiMzTI

LAION-DISCO-12M

Despicable Distance (Live)

Listed as Fritz Beer, The Bishops – Despicable Distance (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video PGmasxmtDZM · row PGmasxmtDZM

LAION-DISCO-12M

Gimcrack House (Live)

Listed as Fritz Beer, The Bishops – Gimcrack House (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video UeDzf4emHGc · row UeDzf4emHGc

LAION-DISCO-12M

Snake in a Bucket (Live)

Listed as Fritz Beer, The Bishops – Snake in a Bucket (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video eICGxI0tI5k · row eICGxI0tI5k

LAION-DISCO-12M

Sugar Magnolia (Live)

Listed as Fritz Beer, The Bishops – Sugar Magnolia (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video iAa5B9nSEPY · row iAa5B9nSEPY

LAION-DISCO-12M

Tale of Two Religions (Live)

Listed as Fritz Beer, The Bishops – Tale of Two Religions (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video jeT2WTok7fo · row jeT2WTok7fo

LAION-DISCO-12M

Change the Song (Live)

Listed as Fritz Beer, The Bishops – Change the Song (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video k-ew_GJCfok · row k-ew_GJCfok

LAION-DISCO-12M

Inside Out (Live)

Listed as Fritz Beer, The Bishops – Inside Out (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video kXQ5b3DGJ08 · row kXQ5b3DGJ08

LAION-DISCO-12M

Sweet Jane (Live)

Listed as Fritz Beer, The Bishops – Sweet Jane (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video m79ASfSvOKg · row m79ASfSvOKg

LAION-DISCO-12M

Color Me Impressed (Live)

Listed as Fritz Beer, The Bishops – Color Me Impressed (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video qIXJxXDxjFk · row qIXJxXDxjFk

LAION-DISCO-12M

Biscuit (Live)

Listed as Fritz Beer, The Bishops – Biscuit (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video qSg7yM_2KbI · row qSg7yM_2KbI

LAION-DISCO-12M

The Race Is On (Live)

Listed as Fritz Beer, The Bishops – The Race Is On (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video qxtfQfJvU-A · row qxtfQfJvU-A

LAION-DISCO-12M

Safe European Home (Live)

Listed as Fritz Beer, The Bishops – Safe European Home (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video rSFzfu5Us58 · row rSFzfu5Us58

LAION-DISCO-12M

Coming in Color (Live)

Listed as Fritz Beer, The Bishops – Coming in Color (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video upeASGlF7PE · row upeASGlF7PE

LAION-DISCO-12M

People Who Died (Live)

Listed as Fritz Beer, The Bishops – People Who Died (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video utZKZXIlO-w · row utZKZXIlO-w

LAION-DISCO-12M

El Salvador Blues (Live)

Listed as Fritz Beer, The Bishops – El Salvador Blues (Live) (Fritz Beer Live!) · Watch on YouTube

youtube_video zymtB4IZa98 · row zymtB4IZa98

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.