Yes. Howard Keel has 186 songs listed in a dataset used to train AI music models.

Used for training 186

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 They Say It's Wonderful, When You're In Love, Annie Get your Gun: There's No Business Like Show Business

Listed under the artist name 186 songs in LAION-DISCO-12M

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

They Say It's Wonderful

Listed as Howard Keel, Betty Hutton – They Say It's Wonderful (Annie Get Your Gun - OST) · Watch on YouTube

youtube_video 0EKpUI-zA88 · row 0EKpUI-zA88

LAION-DISCO-12M

When You're In Love

Listed as Jane Powell, Howard Keel, Cast – When You're In Love (Seven Brides For Seven Brothers) · Watch on YouTube

youtube_video 12CEYju9yz0 · row 12CEYju9yz0

LAION-DISCO-12M

Annie Get your Gun: There's No Business Like Show Business

Listed as Howard Keel, Keenan Wynn, Louis Calhern, Betty Hutton – Annie Get your Gun: There's No Business Like Show Business (BERLIN: Annie Get Your Gun (Original Broadway Cast) (1946) / (Original Film) (1950)) · Watch on YouTube

youtube_video 1axtRjm0DUI · row 1axtRjm0DUI

LAION-DISCO-12M

Sobbin' Women

Listed as Jane Powell, Howard Keel, Cast – Sobbin' Women (Seven Brides For Seven Brothers) · Watch on YouTube

youtube_video 2-wpie0kflY · row 2-wpie0kflY

LAION-DISCO-12M

June Bride

Listed as Jane Powell, Howard Keel, Cast – June Bride (Seven Brides For Seven Brothers) · Watch on YouTube

youtube_video 53E0ufqO98A · row 53E0ufqO98A

LAION-DISCO-12M

There's No Business Like Show Business (Finale)

Listed as Howard Keel, Keenan Wynn, Frank Morgan – There's No Business Like Show Business (Finale) (Annie Get Your Gun (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 6Pxcgm3hg5Q · row 6Pxcgm3hg5Q

LAION-DISCO-12M

Annie Get your Gun: They Say It's Wonderful

Listed as Howard Keel, Keenan Wynn, Louis Calhern, Betty Hutton – Annie Get your Gun: They Say It's Wonderful (BERLIN: Annie Get Your Gun (Original Broadway Cast) (1946) / (Original Film) (1950)) · Watch on YouTube

youtube_video 6kYuWDVTqSo · row 6kYuWDVTqSo

LAION-DISCO-12M

Finale / End Title (Annie Get Your Gun)

Listed as Betty Hutton, Howard Keel – Finale / End Title (Annie Get Your Gun) (Annie Get Your Gun (Original Motion Picture Soundtrack) (Expanded Edition)) · Watch on YouTube

youtube_video 7oIYrMM-bX4 · row 7oIYrMM-bX4

LAION-DISCO-12M

I Can Do Without You

Listed as Howard Keel, Doris Day, The Warner Bros Studio Orchestra – I Can Do Without You (Seven Brides for Seven Brothers (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 7qAYqRXE8NM · row 7qAYqRXE8NM

LAION-DISCO-12M

Lonesome Polecat

Listed as Jane Powell, Howard Keel, Cast – Lonesome Polecat (Seven Brides For Seven Brothers) · Watch on YouTube

youtube_video 85LbZQABa0Q · row 85LbZQABa0Q

LAION-DISCO-12M

Annie Get your Gun: I Got The Sun In The Morning

Listed as Howard Keel, Keenan Wynn, Louis Calhern, Betty Hutton – Annie Get your Gun: I Got The Sun In The Morning (BERLIN: Annie Get Your Gun (Original Broadway Cast) (1946) / (Original Film) (1950)) · Watch on YouTube

youtube_video Cx9ZqMVCV_0 · row Cx9ZqMVCV_0

LAION-DISCO-12M

Annie Get your Gun: The Girl That I Marry

Listed as Howard Keel, Keenan Wynn, Louis Calhern, Betty Hutton – Annie Get your Gun: The Girl That I Marry (BERLIN: Annie Get Your Gun (Original Broadway Cast) (1946) / (Original Film) (1950)) · Watch on YouTube

youtube_video EHzp8oAISZQ · row EHzp8oAISZQ

LAION-DISCO-12M

Spring, Spring, Spring (from "Seven Brides for Seven Brothers")

Listed as Howard Keel, Tommy Rall, Russ Tamblyn – Spring, Spring, Spring (from "Seven Brides for Seven Brothers") (The Magic of the Musicals - 211 Track Collection) · Watch on YouTube

youtube_video E_cFunwttKE · row E_cFunwttKE

LAION-DISCO-12M

Finale (From "Jupiter"s Darling")

Listed as Howard Keel, Esther Williams – Finale (From "Jupiter"s Darling") (Hollywood Greats, Vol. 2) · Watch on YouTube

youtube_video EaEsLv2j8iY · row EaEsLv2j8iY

LAION-DISCO-12M

The Girl That I Marry

Listed as Betty Hutton, Howard Keel – The Girl That I Marry (Anything You Can Do: Music From "Annie Get Your Gun") · Watch on YouTube

youtube_video GfaCMAGNHUc · row GfaCMAGNHUc

LAION-DISCO-12M

Spring Spring Spring

Listed as Jane Powell, Howard Keel, Cast – Spring Spring Spring (Seven Brides For Seven Brothers) · Watch on YouTube

youtube_video JAyuo-IwnfQ · row JAyuo-IwnfQ

LAION-DISCO-12M

The Deadwood Stage

Listed as Doris Day, Ray Heindorf & His Orchestra, Howard Keel – The Deadwood Stage (Calamity Jane) · Watch on YouTube

youtube_video OKAXWmihFDM · row OKAXWmihFDM

LAION-DISCO-12M

Anything You Can Do (From "annie Get Your Gun")

Listed as Betty Hutton, Howard Keel – Anything You Can Do (From "annie Get Your Gun") (Musicals: The Stage) · Watch on YouTube

youtube_video OaA8ReWkTrA · row OaA8ReWkTrA

LAION-DISCO-12M

And This Is My Beloved

Listed as Ann Blyth, Vic Damone, Howard Keel – And This Is My Beloved (Kismet (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video Qpr_UC2W2lI · row Qpr_UC2W2lI

LAION-DISCO-12M

There's No Business Like Show Business

Listed as Betty Hutton, Howard Keel, Louis Calhern, Keenan Wynn – There's No Business Like Show Business (Annie Get Your Gun (Original Motion Picture Soundtrack) (Expanded Edition)) · Watch on YouTube

youtube_video QzwD5i3hTKI · row QzwD5i3hTKI

LAION-DISCO-12M

Singing in the Sun (From "Pagan Love Song")

Listed as Howard Keel, Esther Williams – Singing in the Sun (From "Pagan Love Song") (Cinema) · Watch on YouTube

youtube_video RcLobKxiZqk · row RcLobKxiZqk

LAION-DISCO-12M

Colonel Buffalo Bill

Listed as Keenan Wynn, Benay Venuta, Howard Keel, MGM Studio Orchestra – Colonel Buffalo Bill (Annie Get Your Gun (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video UBPDX0Vp1pE · row UBPDX0Vp1pE

LAION-DISCO-12M

Annie Get your Gun: Doin' What Comes Natur'lly

Listed as Howard Keel, Keenan Wynn, Louis Calhern, Betty Hutton – Annie Get your Gun: Doin' What Comes Natur'lly (BERLIN: Annie Get Your Gun (Original Broadway Cast) (1946) / (Original Film) (1950)) · Watch on YouTube

youtube_video UIrdGt6vrGw · row UIrdGt6vrGw

LAION-DISCO-12M

Bless Your Beautiful Hide

Listed as Jane Powell, Howard Keel, Cast – Bless Your Beautiful Hide (Seven Brides For Seven Brothers) · Watch on YouTube

youtube_video WR9gkT-2a30 · row WR9gkT-2a30

LAION-DISCO-12M

Anything You Can Do (From "Annie Get Your Gun")

Listed as Betty Hutton, Howard Keel – Anything You Can Do (From "Annie Get Your Gun") (Silver Screen Hits: Young at Heart) · Watch on YouTube

youtube_video WaxxuSxcGG8 · row WaxxuSxcGG8

LAION-DISCO-12M

So in Love

Listed as Howard Keel, Gogi Grant, Henri Rene and His Orchestra – So in Love (Kiss Me Kate) · Watch on YouTube

youtube_video Xb2jNOXk_5Q · row Xb2jNOXk_5Q

LAION-DISCO-12M

Countin' Our Chickens

Listed as Carol Lawrence, Howard Keel – Countin' Our Chickens (Saratoga (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video Xj5-xBNzU0g · row Xj5-xBNzU0g

LAION-DISCO-12M

Wonderful Wonderful Day

Listed as Jane Powell, Howard Keel, Cast – Wonderful Wonderful Day (Seven Brides For Seven Brothers) · Watch on YouTube

youtube_video YXwY89_xB5k · row YXwY89_xB5k

LAION-DISCO-12M

Higher Than a Hawk (Deeper Than a Well)

Listed as Howard Keel, The Warner Bros Studio Orchestra – Higher Than a Hawk (Deeper Than a Well) (Seven Brides for Seven Brothers, Vol. 2 (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video ZuWD2iIr7DM · row ZuWD2iIr7DM

LAION-DISCO-12M

Sobbin' Women

Listed as Howard Keel, Gene Lanham, C. Parlato, Tommy Rall – Sobbin' Women (Seven Brides For Seven Brothers) · Watch on YouTube

youtube_video _5jaYTgKyqs · row _5jaYTgKyqs

LAION-DISCO-12M

Annie Get your Gun: Anything You Can Do

Listed as Betty Hutton, Howard Keel, Louis Calhern – Annie Get your Gun: Anything You Can Do (Vintage Hollywood Classics, Vol. 3: Annie Get Your Gun - Easter Parade - The Pirate - Show Boat & Others (Original Stars, Original Soundtracks)) · Watch on YouTube

youtube_video _kLg57foW7E · row _kLg57foW7E

LAION-DISCO-12M

Another Openin', Another Show

Listed as Gogi Grant, Howard Keel, Anne Jeffreys, Henri Rene and His Orchestra – Another Openin', Another Show (Kiss Me Kate) · Watch on YouTube

youtube_video c3VcaI1CBmE · row c3VcaI1CBmE

LAION-DISCO-12M

There's No Business Like Show Business

Listed as Howard Keel, Keenan Wynn, Frank Morgan – There's No Business Like Show Business (Annie Get Your Gun (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video cs5Bh7VOygY · row cs5Bh7VOygY

LAION-DISCO-12M

Annie Get your Gun: My Defences Are Down

Listed as Howard Keel, Keenan Wynn, Louis Calhern, Betty Hutton – Annie Get your Gun: My Defences Are Down (BERLIN: Annie Get Your Gun (Original Broadway Cast) (1946) / (Original Film) (1950)) · Watch on YouTube

youtube_video dEiAjiv3wwU · row dEiAjiv3wwU

LAION-DISCO-12M

We Open in Venice

Listed as Gogi Grant, Howard Keel, Anne Jeffreys, Henri Rene and His Orchestra – We Open in Venice (Kiss Me Kate) · Watch on YouTube

youtube_video epMkyYVXfrg · row epMkyYVXfrg

LAION-DISCO-12M

Do Unto Udders

Listed as Jane Powell, Howard Keel, Cast – Do Unto Udders (Seven Brides For Seven Brothers) · Watch on YouTube

youtube_video hByep4p3QcM · row hByep4p3QcM

LAION-DISCO-12M

Anything You Can Do

Listed as Howard Keel, Betty Hutton – Anything You Can Do (Annie Get Your Gun - OST) · Watch on YouTube

youtube_video jA2dUib6CAg · row jA2dUib6CAg

LAION-DISCO-12M

Sobbin' Women (from "Seven Brides for Seven Brothers")

Listed as Howard Keel, Tommy Rall, Russ Tamblyn – Sobbin' Women (from "Seven Brides for Seven Brothers") (The Magic of the Musicals - 211 Track Collection) · Watch on YouTube

youtube_video jfpWtXZj9Rk · row jfpWtXZj9Rk

LAION-DISCO-12M

Annie Get your Gun: You Can't Get A Man With A Gun

Listed as Howard Keel, Keenan Wynn, Louis Calhern, Betty Hutton – Annie Get your Gun: You Can't Get A Man With A Gun (BERLIN: Annie Get Your Gun (Original Broadway Cast) (1946) / (Original Film) (1950)) · Watch on YouTube

youtube_video l3jxdvu7Gvo · row l3jxdvu7Gvo

LAION-DISCO-12M

Brush up Your Shakespeare

Listed as Kathryn Grayson, Howard Keel, James Whitmore, Keenan Wynn – Brush up Your Shakespeare (Kiss Me Kate (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video lT9BkGuU0Jc · row lT9BkGuU0Jc

LAION-DISCO-12M

A Game of Poker

Listed as Howard Keel, Carol Lawrence – A Game of Poker (Saratoga (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video mPV4CcJ7FUY · row mPV4CcJ7FUY

LAION-DISCO-12M

They Say It's Wonderful (Original Soundtrack Theme from "Annie Get Your Gun")

Listed as Betty Hutton, Howard Keel – They Say It's Wonderful (Original Soundtrack Theme from "Annie Get Your Gun") (Hollywood Greats, Vol. 6) · Watch on YouTube

youtube_video n0AiQ_SNFOY · row n0AiQ_SNFOY

LAION-DISCO-12M

Saratoga (Duet)

Listed as Carol Lawrence, Howard Keel – Saratoga (Duet) (Saratoga (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video nQ46i7RqgLM · row nQ46i7RqgLM

LAION-DISCO-12M

That's Entertainment Finale (From "The Band Wagon")

Listed as Betty Hutton, Howard Keel – That's Entertainment Finale (From "The Band Wagon") (Baby It's Cold Outside: 50 Best Classic Movie Songs) · Watch on YouTube

youtube_video nejEJM9JIxc · row nejEJM9JIxc

LAION-DISCO-12M

Why Fight This?

Listed as Carol Lawrence, Howard Keel – Why Fight This? (Saratoga (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video nz509UfUOqE · row nz509UfUOqE

LAION-DISCO-12M

Annie Get your Gun: Anything You Can Do

Listed as Howard Keel, Keenan Wynn, Louis Calhern, Betty Hutton – Annie Get your Gun: Anything You Can Do (BERLIN: Annie Get Your Gun (Original Broadway Cast) (1946) / (Original Film) (1950)) · Watch on YouTube

youtube_video ovjcclVCe9w · row ovjcclVCe9w

LAION-DISCO-12M

Lovely to Look At

Listed as Howard Keel, Carmen Dragon Orchestra – Lovely to Look At (Lovely to Look At) · Watch on YouTube

youtube_video peMSwjbxJNM · row peMSwjbxJNM

LAION-DISCO-12M

Kiss me Kate: Where Is That life That late I led

Listed as MGm Studio Orchestra, André Previn, Howard Keel – Kiss me Kate: Where Is That life That late I led (Cole Porter in Hollywood: Can-Can & Kiss me Kate (Original Soundtracks)) · Watch on YouTube

youtube_video sSiVwdIluYU · row sSiVwdIluYU

LAION-DISCO-12M

Secret Love

Listed as Doris Day, Ray Heindorf & His Orchestra, Howard Keel – Secret Love (Calamity Jane) · Watch on YouTube

youtube_video tFk7SpdcWlk · row tFk7SpdcWlk

LAION-DISCO-12M

Goin' Co'tin'

Listed as Jane Powell, Howard Keel, Cast – Goin' Co'tin' (Seven Brides For Seven Brothers) · Watch on YouTube

youtube_video ucqm6fg6wsM · row ucqm6fg6wsM

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.