Yes. Alfred Drake has 108 songs listed in a dataset used to train AI music models.

Used for training 108

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 Another Op'ning Another Show, People Will Say We're In Love, So In Love

Listed under the artist name 108 songs in LAION-DISCO-12M

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

Another Op'ning Another Show

Listed as Alfred Drake, Patricia Morrison, Broadway Cast – Another Op'ning Another Show (Broadway - Kiss Me Kate) · Watch on YouTube

youtube_video 41zYDuVrR_E · row 41zYDuVrR_E

LAION-DISCO-12M

People Will Say We're In Love

Listed as Alfred Drake, Joan Roberts, Broadway Cast – People Will Say We're In Love (Oklahoma) · Watch on YouTube

youtube_video 7Rj24dOjbXc · row 7Rj24dOjbXc

LAION-DISCO-12M

So In Love

Listed as Alfred Drake, Patricia Morrison, Broadway Cast – So In Love (Broadway - Kiss Me Kate) · Watch on YouTube

youtube_video 7gwLOKtxoYA · row 7gwLOKtxoYA

LAION-DISCO-12M

Oh What A Beautiful Morning

Listed as Alfred Drake, Joan Roberts, Broadway Cast – Oh What A Beautiful Morning (Oklahoma) · Watch on YouTube

youtube_video PN7jKIVbqzQ · row PN7jKIVbqzQ

LAION-DISCO-12M

Too Darn Hot

Listed as Alfred Drake, Patricia Morrison, Broadway Cast – Too Darn Hot (Broadway - Kiss Me Kate) · Watch on YouTube

youtube_video Swgau4h7zDI · row Swgau4h7zDI

LAION-DISCO-12M

Surrey With The Fringe On Top

Listed as Alfred Drake, Joan Roberts, Broadway Cast – Surrey With The Fringe On Top (Oklahoma) · Watch on YouTube

youtube_video Z2TlJeQ5270 · row Z2TlJeQ5270

LAION-DISCO-12M

Why Can't You Behave

Listed as Alfred Drake, Patricia Morrison, Broadway Cast – Why Can't You Behave (Broadway - Kiss Me Kate) · Watch on YouTube

youtube_video ZvL1m-vh38c · row ZvL1m-vh38c

LAION-DISCO-12M

Always True To You (In My Fashion)

Listed as Alfred Drake, Patricia Morrison, Broadway Cast – Always True To You (In My Fashion) (Broadway - Kiss Me Kate) · Watch on YouTube

youtube_video r2KQ9y89OZQ · row r2KQ9y89OZQ

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.