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 Finale (feat. Oklahoma Chorus), I Cain't Say No, Sweet Danger

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.

Finale (feat. Oklahoma Chorus)

Listed as Alfred Drake, Joan Roberts – Finale (feat. Oklahoma Chorus) (Oklahoma! 75th Anniversary (Original Broadway Cast Album)) · Watch on YouTube

youtube_video -5omvpNGWYM · row -5omvpNGWYM

LAION-DISCO-12M

I Cain't Say No

Listed as Alfred Drake, Joan Roberts, Broadway Cast – I Cain't Say No (Oklahoma) · Watch on YouTube

youtube_video 4zyfdFVPYyA · row 4zyfdFVPYyA

LAION-DISCO-12M

Sweet Danger

Listed as Alfred Drake, Joan Weldon – Sweet Danger (Kean (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video 5YNTsZSGZcU · row 5YNTsZSGZcU

LAION-DISCO-12M

Finale / Thank Heaven for Little Girls (Reprise)

Listed as Alfred Drake, Gigi Orchestra, Ross Reimueller – Finale / Thank Heaven for Little Girls (Reprise) (Gigi (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video 6h5afUvW9Io · row 6h5afUvW9Io

LAION-DISCO-12M

Gesticulate

Listed as Henry Calvin, Joan Diener, Alfred Drake, Kismet Ensemble – Gesticulate (Kismet: A Musical Arabian Night (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video 6tAF_H3wWVs · row 6tAF_H3wWVs

LAION-DISCO-12M

Oh, What a Beautiful Mornin'

Listed as Alfred Drake – Oh, What a Beautiful Mornin' (Oklahoma! The 75th Anniversary Collection) · Watch on YouTube

youtube_video 79AhiW8Q-4k · row 79AhiW8Q-4k

LAION-DISCO-12M

Apology

Listed as Alfred Drake, Oliver Gray – Apology (Kean (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video 8LJqLOfsU6s · row 8LJqLOfsU6s

LAION-DISCO-12M

I'm Goin Down the Road

Listed as Alfred Drake, Burt Ives, Jack McCauley, Ted Tiller – I'm Goin Down the Road (Sing Out, Sweetland! (Original Broadway Cast)) · Watch on YouTube

youtube_video 8m45Dqwn3H4 · row 8m45Dqwn3H4

LAION-DISCO-12M

Oklahoma!: The Surrey With The Fringe On Top

Listed as Alfred Drake – Oklahoma!: The Surrey With The Fringe On Top (Broadway Shows: (Oklahoma! / Carousel / The King & I / Annie Get Your Gun) The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video 9Agvh56ZCmA · row 9Agvh56ZCmA

LAION-DISCO-12M

Oklahoma!: Oklahoma!

Listed as Alfred Drake, Chorus – Oklahoma!: Oklahoma! (Broadway Shows: (Oklahoma! / Carousel / The King & I / Annie Get Your Gun) The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video 9NvvXcJL-9g · row 9NvvXcJL-9g

LAION-DISCO-12M

Rhymes Have I

Listed as Alfred Drake, Doretta Morrow – Rhymes Have I (Kismet: A Musical Arabian Night (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video Acf6_MyRGVQ · row Acf6_MyRGVQ

LAION-DISCO-12M

Finale (Alternate Take) (feat. Oklahoma Chorus)

Listed as Alfred Drake, Joan Roberts – Finale (Alternate Take) (feat. Oklahoma Chorus) (Oklahoma! 75th Anniversary (Original Broadway Cast Album)) · Watch on YouTube

youtube_video BbJKLgR-CSU · row BbJKLgR-CSU

LAION-DISCO-12M

I Remember It Well

Listed as Alfred Drake, Maria Karnilova – I Remember It Well (Gigi (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video C3Y_rpxjKhk · row C3Y_rpxjKhk

LAION-DISCO-12M

You'll Be Seeing Me

Listed as Alfred Drake, Doretta Morrow, Ray Drakeley, Paul Ukena – You'll Be Seeing Me (The Adventures of Marco Polo) · Watch on YouTube

youtube_video CgA7PzKPUNk · row CgA7PzKPUNk

LAION-DISCO-12M

Overture

Listed as Alfred Drake, Doretta Morrow, Ray Drakeley, Paul Ukena – Overture (The Adventures of Marco Polo) · Watch on YouTube

youtube_video EMkhUJyesqM · row EMkhUJyesqM

LAION-DISCO-12M

I'm Glad I'm Not Young Anymore (And Reprise)

Listed as Alfred Drake – I'm Glad I'm Not Young Anymore (And Reprise) (Gigi (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video ExplIjYUM_A · row ExplIjYUM_A

LAION-DISCO-12M

Is It You

Listed as Alfred Drake, Doretta Morrow – Is It You (The Adventures of Marco Polo (Original Television Cast Recording)) · Watch on YouTube

youtube_video FGGGsLTJpwQ · row FGGGsLTJpwQ

LAION-DISCO-12M

Lonely Room

Listed as Alfred Drake – Lonely Room (Oklahoma! 75th Anniversary (Original Broadway Cast Album)) · Watch on YouTube

youtube_video FlI7PW_NiJo · row FlI7PW_NiJo

LAION-DISCO-12M

Fate

Listed as Alfred Drake – Fate (Kismet: A Musical Arabian Night (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video HNHj6eEglx0 · row HNHj6eEglx0

LAION-DISCO-12M

When a Wooer Goes a-Wooing (from The Yeomen of the Guard)

Listed as Barbara Cook, Celeste Holm, Bill Hayes, Alfred Drake – When a Wooer Goes a-Wooing (from The Yeomen of the Guard) (Hansel and Gretel / The Yeomen of the Guard) · Watch on YouTube

youtube_video KmjST8uIlL4 · row KmjST8uIlL4

LAION-DISCO-12M

Tom Dick Or Harry

Listed as Alfred Drake, Patricia Morrison, Broadway Cast – Tom Dick Or Harry (Broadway - Kiss Me Kate) · Watch on YouTube

youtube_video M8AhqTg4HpM · row M8AhqTg4HpM

LAION-DISCO-12M

Many A New Day

Listed as Alfred Drake, Joan Roberts, Broadway Cast – Many A New Day (Oklahoma) · Watch on YouTube

youtube_video O1poNGSuxhM · row O1poNGSuxhM

LAION-DISCO-12M

Oklahoma!: Oh, What A Beautiful Mornin'

Listed as Alfred Drake – Oklahoma!: Oh, What A Beautiful Mornin' (Broadway Shows: (Oklahoma! / Carousel / The King & I / Annie Get Your Gun) The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video OrDnlTUktiY · row OrDnlTUktiY

LAION-DISCO-12M

Oh! What A Beautiful Mornin' (From Theatre Guild Musical Play "Oklahoma" / Superhuman Remix)

Listed as Alfred Drake – Oh! What A Beautiful Mornin' (From Theatre Guild Musical Play "Oklahoma" / Superhuman Remix) (Oh! What A Beautiful Mornin') · Watch on YouTube

youtube_video TW3k4Fx5X1o · row TW3k4Fx5X1o

LAION-DISCO-12M

Paris Is Paris Again

Listed as Alfred Drake – Paris Is Paris Again (Gigi (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video UTOrIIgJGbs · row UTOrIIgJGbs

LAION-DISCO-12M

Smoke Gets In Your Eyes

Listed as Kitty Carlisle, Alfred Drake – Smoke Gets In Your Eyes (The Vagabond King) · Watch on YouTube

youtube_video UrisER4eqhA · row UrisER4eqhA

LAION-DISCO-12M

The Olive Tree

Listed as Alfred Drake – The Olive Tree (Kismet: A Musical Arabian Night (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video UyoQUyXccco · row UyoQUyXccco

LAION-DISCO-12M

Oh, What A Beautiful Mornin' (feat. Oklahoma Chorus)

Listed as Alfred Drake – Oh, What A Beautiful Mornin' (feat. Oklahoma Chorus) (Oklahoma! 75th Anniversary (Original Broadway Cast Album)) · Watch on YouTube

youtube_video ZLCFk2E03A0 · row ZLCFk2E03A0

LAION-DISCO-12M

Lovely To Look At

Listed as Alfred Drake, Kitty Carlisle – Lovely To Look At (The Vagabond King) · Watch on YouTube

youtube_video _Qv804OzQog · row _Qv804OzQog

LAION-DISCO-12M

People Will Say We're In Love

Listed as Alfred Drake, Joan Roberts – People Will Say We're In Love (Oklahoma! 75th Anniversary (Original Broadway Cast Album)) · Watch on YouTube

youtube_video asaZc-cUiMA · row asaZc-cUiMA

LAION-DISCO-12M

And This Is My Beloved

Listed as Alfred Drake, Doretta Morrow, Richard Kiley, Henry Calvin – And This Is My Beloved (Kismet (Original Broadway Cast)) · Watch on YouTube

youtube_video bTj6AAJ2SrA · row bTj6AAJ2SrA

LAION-DISCO-12M

Oklahoma (feat. Oklahoma Chorus)

Listed as Alfred Drake – Oklahoma (feat. Oklahoma Chorus) (Oklahoma! 75th Anniversary (Original Broadway Cast Album)) · Watch on YouTube

youtube_video bc2Srxflh9w · row bc2Srxflh9w

LAION-DISCO-12M

Service for Service

Listed as Alfred Drake, Joan Weldon – Service for Service (Kean (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video bxbP_u1K-KY · row bxbP_u1K-KY

LAION-DISCO-12M

Kiss Me, Kate: Where is the Life That Late I Led?

Listed as Alfred Drake – Kiss Me, Kate: Where is the Life That Late I Led? (Kiss Me, Kate (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video cOS-Y_rmwJs · row cOS-Y_rmwJs

LAION-DISCO-12M

Entrance of Ensemble

Listed as Alfred Drake – Entrance of Ensemble (Oklahoma! The 75th Anniversary Collection) · Watch on YouTube

youtube_video eaC2i26J6eg · row eaC2i26J6eg

LAION-DISCO-12M

So in Love

Listed as Alfred Drake – So in Love (Kiss Me, Kate (Stars of the Original Broadway Production)) · Watch on YouTube

youtube_video hcY0OpyYICo · row hcY0OpyYICo

LAION-DISCO-12M

Thank Heaven for Little Girls

Listed as Alfred Drake – Thank Heaven for Little Girls (Gigi (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video iw8qRR-Ut74 · row iw8qRR-Ut74

LAION-DISCO-12M

It's a Bore

Listed as Alfred Drake, Daniel Massey – It's a Bore (Gigi (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video j7BXVnJTrOQ · row j7BXVnJTrOQ

LAION-DISCO-12M

Kiss Me, Kate: Wunderbar

Listed as Patricia Morison, Alfred Drake – Kiss Me, Kate: Wunderbar (Kiss Me, Kate (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video ktC8Jsq3LI8 · row ktC8Jsq3LI8

LAION-DISCO-12M

Finale: Sands of Time

Listed as Alfred Drake, Richard Kiley, Doretta Morrow, Kismet Ensemble – Finale: Sands of Time (Kismet: A Musical Arabian Night (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video lxYUEmWetYw · row lxYUEmWetYw

LAION-DISCO-12M

I Have a Song to Sing, O (from The Yeomen of the Guard)

Listed as Barbara Cook, Alfred Drake – I Have a Song to Sing, O (from The Yeomen of the Guard) (Hansel and Gretel / The Yeomen of the Guard) · Watch on YouTube

youtube_video mCG5dodJGiU · row mCG5dodJGiU

LAION-DISCO-12M

Medley: Overture / Penny Plain, Twopence Colored

Listed as Alfred Drake – Medley: Overture / Penny Plain, Twopence Colored (Kean (original Broadway Cast Recording)) · Watch on YouTube

youtube_video mctae02W9rI · row mctae02W9rI

LAION-DISCO-12M

Kansas City

Listed as Alfred Drake, Joan Roberts, Broadway Cast – Kansas City (Oklahoma) · Watch on YouTube

youtube_video n0u-aFGzchw · row n0u-aFGzchw

LAION-DISCO-12M

Let's Improvise

Listed as Alfred Drake, Lee Venora – Let's Improvise (Kean (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video oazIBJvl4Wo · row oazIBJvl4Wo

LAION-DISCO-12M

Kiss Me, Kate: So in Love (Reprise)

Listed as Alfred Drake – Kiss Me, Kate: So in Love (Reprise) (Kiss Me, Kate (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video qHo2cf-60IE · row qHo2cf-60IE

LAION-DISCO-12M

Worlds

Listed as Alfred Drake – Worlds (The Adventures of Marco Polo (Original Television Cast Recording)) · Watch on YouTube

youtube_video rhMiRQR08bA · row rhMiRQR08bA

LAION-DISCO-12M

Overture

Listed as Alfred Drake, Joan Roberts, Broadway Cast – Overture (Oklahoma) · Watch on YouTube

youtube_video sDShqSQSO3w · row sDShqSQSO3w

LAION-DISCO-12M

The Surrey With The Fringe On Top

Listed as Alfred Drake – The Surrey With The Fringe On Top (Oklahoma! 75th Anniversary (Original Broadway Cast Album)) · Watch on YouTube

youtube_video t9_w6O2GTm8 · row t9_w6O2GTm8

LAION-DISCO-12M

Kiss Me, Kate: We Open in Venice

Listed as Alfred Drake, Patricia Morison, Lisa Kirk, Harold Lang – Kiss Me, Kate: We Open in Venice (Kiss Me, Kate (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video uRYULQI5izU · row uRYULQI5izU

LAION-DISCO-12M

Civilized People

Listed as Alfred Drake, Lee Venora, Joan Weldon, Truman Smith – Civilized People (Kean (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video xM02vrrc7WA · row xM02vrrc7WA

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.