Yes. Beth Fowler has 15 songs listed in a dataset used to train AI music models.

Used for training 15

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 And What If We Had Loved Like That?, Everything Old Is New Again-Reprise (The Boy From Oz/Original Cast Recording/2003), Not The Boy Next Door (The Boy From Oz/Original Cast Recording/2003)

Listed under the artist name 15 songs in LAION-DISCO-12M

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

And What If We Had Loved Like That?

Listed as Beth Fowler, James Congdon – And What If We Had Loved Like That? (Baby (Original Broadway Cast)) · Watch on YouTube

youtube_video 0cOGFpeZdws · row 0cOGFpeZdws

LAION-DISCO-12M

Everything Old Is New Again-Reprise (The Boy From Oz/Original Cast Recording/2003)

Listed as Beth Fowler, Michael Mulheren, Jarrod Emick – Everything Old Is New Again-Reprise (The Boy From Oz/Original Cast Recording/2003) (The Boy From Oz) · Watch on YouTube

youtube_video 1_fkPlyVQzw · row 1_fkPlyVQzw

LAION-DISCO-12M

Not The Boy Next Door (The Boy From Oz/Original Cast Recording/2003)

Listed as Hugh Jackman, Beth Fowler, Colleen Hawks, Tari Kelly – Not The Boy Next Door (The Boy From Oz/Original Cast Recording/2003) (The Boy From Oz) · Watch on YouTube

youtube_video 2msnKvY8HzQ · row 2msnKvY8HzQ

LAION-DISCO-12M

Something There

Listed as Susan Egan, Terrence Mann, Gary Beach, Beth Fowler – Something There (Beauty And The Beast: The Broadway Musical) · Watch on YouTube

youtube_video 44EQAiDoT-o · row 44EQAiDoT-o

LAION-DISCO-12M

Baby Baby Baby

Listed as Beth Fowler, Catherine Cox, James Congdon, Liz Callaway – Baby Baby Baby (Baby (Original Broadway Cast)) · Watch on YouTube

youtube_video Fse3FDCJi4A · row Fse3FDCJi4A

LAION-DISCO-12M

Salzberg

Listed as Beth Fowler, David Garrison – Salzberg (Bells Are Ringing (2001 Broadway Cast Recording)) · Watch on YouTube

youtube_video HIKnN9QQ__o · row HIKnN9QQ__o

LAION-DISCO-12M

A Little Night Music: Perpetual Anticipation

Listed as Teri Ralston, Beth Fowler, Barbara Lang – A Little Night Music: Perpetual Anticipation (A Little Night Music (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video Hc90ubkNIwk · row Hc90ubkNIwk

LAION-DISCO-12M

Don't Cry Out Loud (The Boy From Oz/Original Cast Recording/2003)

Listed as Beth Fowler – Don't Cry Out Loud (The Boy From Oz/Original Cast Recording/2003) (The Boy From Oz) · Watch on YouTube

youtube_video Iz9zkIFhrOU · row Iz9zkIFhrOU

LAION-DISCO-12M

Beauty and the Beast

Listed as Beth Fowler – Beauty and the Beast (Beauty And The Beast: The Broadway Musical) · Watch on YouTube

youtube_video aApCikT781k · row aApCikT781k

LAION-DISCO-12M

Patterns

Listed as Beth Fowler – Patterns (Baby (Original Broadway Cast)) · Watch on YouTube

youtube_video ekPvBEOKESw · row ekPvBEOKESw

LAION-DISCO-12M

The Ladies Singing the Blues

Listed as Beth Fowler, Catherine Cox, Girls, Liz Callaway – The Ladies Singing the Blues (Baby (Original Broadway Cast)) · Watch on YouTube

youtube_video h3YsPe5WLVE · row h3YsPe5WLVE

LAION-DISCO-12M

I Want It All

Listed as Beth Fowler, Catherine Cox, Liz Callaway – I Want It All (Baby (Original Broadway Cast)) · Watch on YouTube

youtube_video i7NvccxHk_4 · row i7NvccxHk_4

LAION-DISCO-12M

Home (Reprise)

Listed as Beth Fowler – Home (Reprise) (Beauty And The Beast: The Broadway Musical) · Watch on YouTube

youtube_video oAvGl4mcvPs · row oAvGl4mcvPs

LAION-DISCO-12M

When I Get My Name In Lights (The Boy From Oz/Original Cast Recording/2003)

Listed as Mitchel David Federan, Beth Fowler – When I Get My Name In Lights (The Boy From Oz/Original Cast Recording/2003) (The Boy From Oz) · Watch on YouTube

youtube_video v56IfONa3Fw · row v56IfONa3Fw

LAION-DISCO-12M

The Plaza Song

Listed as Beth Fowler, James Congdon – The Plaza Song (Baby (Original Broadway Cast)) · Watch on YouTube

youtube_video zM9jWSuRURw · row zM9jWSuRURw

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.