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 When You're in Love (From "Seven Brides for Seven Brothers"), Bless Your Beautiful Hide, Higher Than a Hawk (Deeper Than a Well)

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.

When You're in Love (From "Seven Brides for Seven Brothers")

Listed as Howard Keel, Jane Powell – When You're in Love (From "Seven Brides for Seven Brothers") (Howard Keel) · Watch on YouTube

youtube_video -HL7Itgp5-s · row -HL7Itgp5-s

LAION-DISCO-12M

Bless Your Beautiful Hide

Listed as Howard Keel – Bless Your Beautiful Hide (Seven Brides For Seven Brothers - OST) · Watch on YouTube

youtube_video 0QlhyhnHQKc · row 0QlhyhnHQKc

LAION-DISCO-12M

Higher Than a Hawk (Deeper Than a Well)

Listed as Howard Keel – Higher Than a Hawk (Deeper Than a Well) (Presenting Howard Keel) · Watch on YouTube

youtube_video 0pFHfIl1UCo · row 0pFHfIl1UCo

LAION-DISCO-12M

Some Enchanted Evening

Listed as Howard Keel – Some Enchanted Evening (Golden Memory: Howard Keel) · Watch on YouTube

youtube_video 4igf_rSVm2E · row 4igf_rSVm2E

LAION-DISCO-12M

June Bride

Listed as Howard Keel & The Original MGM Film Cast – June Bride (Annie Get Your Gun & Seven Brides For Seven Brothers) · Watch on YouTube

youtube_video 4r5WM_XOf_M · row 4r5WM_XOf_M

LAION-DISCO-12M

Stranger in Paradise (Kismet)

Listed as Kathryn Grayson, Howard Keel – Stranger in Paradise (Kismet) (Just Kathryn Grayson & Howard Keel) · Watch on YouTube

youtube_video 5-ZIgwiOrWQ · row 5-ZIgwiOrWQ

LAION-DISCO-12M

Where Is the Life That Late I Led

Listed as Kathryn Grayson, Howard Keel – Where Is the Life That Late I Led (Kiss Me Kate (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 8fMJ2JFT0Z8 · row 8fMJ2JFT0Z8

LAION-DISCO-12M

I Can Do Without You

Listed as Doris Day, Ray Heindorf & His Orchestra, Howard Keel – I Can Do Without You (Calamity Jane) · Watch on YouTube

youtube_video 8tJocla2nGU · row 8tJocla2nGU

LAION-DISCO-12M

Where Is the Life That Late I Led

Listed as Howard Keel, The MGM Studio Orchestra and Chorus – Where Is the Life That Late I Led (Howard Keel : Rose Marie and Other Selections from His Screen Successes) · Watch on YouTube

youtube_video 8u3hbWQ5PV4 · row 8u3hbWQ5PV4

LAION-DISCO-12M

Wonderful, Wonderful Day

Listed as Howard Keel & The Original MGM Film Cast – Wonderful, Wonderful Day (Annie Get Your Gun & Seven Brides For Seven Brothers) · Watch on YouTube

youtube_video 9zd8hFWGiOA · row 9zd8hFWGiOA

LAION-DISCO-12M

When You're In Love (Reprise)

Listed as Howard Keel – When You're In Love (Reprise) (Seven Brides For Seven Brothers (Original Motion Picture Soundtrack) (Deluxe Version)) · Watch on YouTube

youtube_video HIW4fpDGnbQ · row HIW4fpDGnbQ

LAION-DISCO-12M

The Girl That I Marry

Listed as Howard Keel – The Girl That I Marry (Annie Get Your Gun - OST) · Watch on YouTube

youtube_video IKsNLFTTzIs · row IKsNLFTTzIs

LAION-DISCO-12M

Just Blew In From the Windy City

Listed as Doris Day, Ray Heindorf & His Orchestra, Howard Keel – Just Blew In From the Windy City (Calamity Jane) · Watch on YouTube

youtube_video IlN8-qKQLjY · row IlN8-qKQLjY

LAION-DISCO-12M

I Hate Men

Listed as Howard Keel, Kathryn Grayson Et Al – I Hate Men (Kiss Me Kate) · Watch on YouTube

youtube_video KLFhNciUpZY · row KLFhNciUpZY

LAION-DISCO-12M

Bless Yore Beautiful Hide

Listed as Howard Keel – Bless Yore Beautiful Hide (Seven Brides For Seven Brothers (Original Motion Picture Soundtrack) (Deluxe Version)) · Watch on YouTube

youtube_video P5SDIM8DPdY · row P5SDIM8DPdY

LAION-DISCO-12M

Bless Yore Beautiful Hide

Listed as MGM Studio Orchestra, MGM Studio Chorus, Howard Keel – Bless Yore Beautiful Hide (Seven Brides for Seven Brothers (Original Soundtrack) [1954]) · Watch on YouTube

youtube_video P9AG5TtbgDY · row P9AG5TtbgDY

LAION-DISCO-12M

You Are Love

Listed as Howard Keel, Kathryn Grayson – You Are Love (Show Boat (Original Film Soundtrack)) · Watch on YouTube

youtube_video PMGHmlSFf_0 · row PMGHmlSFf_0

LAION-DISCO-12M

I Hate Men

Listed as Kathryn Grayson, Howard Keel – I Hate Men (Kiss Me Kate (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video PbiTFN23-p0 · row PbiTFN23-p0

LAION-DISCO-12M

The Black Hills of Dakota

Listed as Doris Day, Ray Heindorf & His Orchestra, Howard Keel – The Black Hills of Dakota (Calamity Jane) · Watch on YouTube

youtube_video QzpwEnqIzjI · row QzpwEnqIzjI

LAION-DISCO-12M

Where Is the Life That Late I Led

Listed as Howard Keel – Where Is the Life That Late I Led (Presenting Howard Keel) · Watch on YouTube

youtube_video RTWp5dEvA1o · row RTWp5dEvA1o

LAION-DISCO-12M

Wunderbar (From "Kiss Me Kate")

Listed as Howard Keel – Wunderbar (From "Kiss Me Kate") (Silver Screen Hits: Young at Heart) · Watch on YouTube

youtube_video T5Gxb3Xd2qg · row T5Gxb3Xd2qg

LAION-DISCO-12M

Show Boat: Can't help lovin' dat man

Listed as Kathryn Grayson, Howard Keel, Ava Gardner, William Warfield – Show Boat: Can't help lovin' dat man (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 TUCIAFJAOsY · row TUCIAFJAOsY

LAION-DISCO-12M

Wunderbar

Listed as Kathryn Grayson, Howard Keel, MGM Studio Orchestra – Wunderbar (Kiss Me Kate (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video TjbSToFW9_U · row TjbSToFW9_U

LAION-DISCO-12M

Bless Your Beautiful Hide

Listed as Howard Keel and The MGM Studio Orchestra, The MGM Studio Orchestra – Bless Your Beautiful Hide (Seven Brides For Seven Brothers (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video TmkqEWOh9-s · row TmkqEWOh9-s

LAION-DISCO-12M

Too Darn Hot

Listed as Kathryn Grayson, Howard Keel, Ann Miller – Too Darn Hot (Kiss Me Kate (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video Tp_glNXxg0Q · row Tp_glNXxg0Q

LAION-DISCO-12M

There's No Business Like Show Business

Listed as Howard Keel – There's No Business Like Show Business (Presenting Howard Keel) · Watch on YouTube

youtube_video UYDGBFVX5qs · row UYDGBFVX5qs

LAION-DISCO-12M

Rose-Marie: I have the Love

Listed as Howard Keel, Ann Blyth, Fernando Lamas, Bert Lahr – Rose-Marie: I have the Love (Vintage Hollywood Classics, Vol. 2: Singin’ in the Rain – The Barkleys of Broadway – Rich, Young and Pretty and others – Original Stars – Original Soundtracks) · Watch on YouTube

youtube_video WKr5N6WEyZ0 · row WKr5N6WEyZ0

LAION-DISCO-12M

So in Love

Listed as Kathryn Grayson, Howard Keel – So in Love (Kiss Me Kate (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video XYB--_g42-Q · row XYB--_g42-Q

LAION-DISCO-12M

There's no Business Like Show Business

Listed as Howard Keel – There's no Business Like Show Business (Annie Get Your Gun (Film Score 1950)) · Watch on YouTube

youtube_video XkXI4mUdWF8 · row XkXI4mUdWF8

LAION-DISCO-12M

Show Boat: Why do I love you?

Listed as Kathryn Grayson, Howard Keel, Ava Gardner, William Warfield – Show Boat: Why do I love you? (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 Zx-GWsPzAj8 · row Zx-GWsPzAj8

LAION-DISCO-12M

Another Openin, Another Show

Listed as Kathryn Grayson, Howard Keel – Another Openin, Another Show (Kiss Me Kate (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video a1UGzdaHOXY · row a1UGzdaHOXY

LAION-DISCO-12M

Spring, Spring, Spring

Listed as Jane Powell, Howard Keel, Bill Lee, Virginia Gibson – Spring, Spring, Spring (Seven Brides for Seven Brothers (Original Film Soundtrack)) · Watch on YouTube

youtube_video a3XsudbuPpU · row a3XsudbuPpU

LAION-DISCO-12M

Show Boat: Ol' Man River

Listed as Kathryn Grayson, Howard Keel, Ava Gardner, William Warfield – Show Boat: Ol' Man River (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 aJeWM3gRATo · row aJeWM3gRATo

LAION-DISCO-12M

Make Believe

Listed as Howard Keel, Kathryn Grayson – Make Believe (Show Boat (Original Film Soundtrack)) · Watch on YouTube

youtube_video aslVBhA6jsA · row aslVBhA6jsA

LAION-DISCO-12M

This Nearly Was Mine

Listed as Howard Keel – This Nearly Was Mine (Summertime Blues: A Music Collection) · Watch on YouTube

youtube_video c8g02xLtk-Y · row c8g02xLtk-Y

LAION-DISCO-12M

Anything You Can Do

Listed as Howard Keel, The MGM Studio Orchestra and Betty Hutton, Betty Hutton, The MGM Studio Orchestra – Anything You Can Do (Seven Brides For Seven Brothers (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video daX_arI0UVw · row daX_arI0UVw

LAION-DISCO-12M

Rose-Marie: Rose Marie

Listed as Howard Keel, Ann Blyth, Fernando Lamas, Bert Lahr – Rose-Marie: Rose Marie (Vintage Hollywood Classics, Vol. 2: Singin’ in the Rain – The Barkleys of Broadway – Rich, Young and Pretty and others – Original Stars – Original Soundtracks) · Watch on YouTube

youtube_video fTkYtDP94VM · row fTkYtDP94VM

LAION-DISCO-12M

Wunderbar (Kiss Me Kate)

Listed as Kathryn Grayson, Howard Keel – Wunderbar (Kiss Me Kate) (Just Kathryn Grayson & Howard Keel) · Watch on YouTube

youtube_video h-oBgeUdsW8 · row h-oBgeUdsW8

LAION-DISCO-12M

They Call the Wind Maria

Listed as Howard Keel – They Call the Wind Maria (Golden Memory: Howard Keel) · Watch on YouTube

youtube_video jmcFQu9r-q8 · row jmcFQu9r-q8

LAION-DISCO-12M

Always True to You in My Fashion

Listed as Kathryn Grayson, Howard Keel, Ann Miller, Tommy Rall – Always True to You in My Fashion (Kiss Me Kate (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video kIobJM3FshE · row kIobJM3FshE

LAION-DISCO-12M

Goin' Co' Tin' (From "7 Brides for 7 Sisters")

Listed as Howard Keel, Jane Powell – Goin' Co' Tin' (From "7 Brides for 7 Sisters") (Christmas Edition: Original Motion Picture Soundtrack: Sayonara / 7 Brides for 7 Brothers) · Watch on YouTube

youtube_video kh2l2Vz4Dq8 · row kh2l2Vz4Dq8

LAION-DISCO-12M

Make Believe

Listed as Howard Keel, The MGM Studio Orchestra and Kathryn Grayson, Kathryn Grayson, The MGM Studio Orchestra – Make Believe (Seven Brides For Seven Brothers (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video lzoaPmeCz3c · row lzoaPmeCz3c

LAION-DISCO-12M

Show Boat: You are love

Listed as Kathryn Grayson, Howard Keel, Ava Gardner, William Warfield – Show Boat: You are love (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 pf2kakoiXqI · row pf2kakoiXqI

LAION-DISCO-12M

A Woman's Touch

Listed as Doris Day, Ray Heindorf & His Orchestra, Howard Keel – A Woman's Touch (Calamity Jane) · Watch on YouTube

youtube_video sWh5t8sZKtc · row sWh5t8sZKtc

LAION-DISCO-12M

Rose-Marie: Mounties

Listed as Howard Keel, Ann Blyth, Fernando Lamas, Bert Lahr – Rose-Marie: Mounties (Vintage Hollywood Classics, Vol. 2: Singin’ in the Rain – The Barkleys of Broadway – Rich, Young and Pretty and others – Original Stars – Original Soundtracks) · Watch on YouTube

youtube_video sWnF11vtIHo · row sWnF11vtIHo

LAION-DISCO-12M

Show Boat: Bill

Listed as Kathryn Grayson, Howard Keel, Ava Gardner, William Warfield – Show Boat: Bill (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 tvMyoMPcE2A · row tvMyoMPcE2A

LAION-DISCO-12M

Show Boat: Make Believe

Listed as Kathryn Grayson, Howard Keel, Ava Gardner, William Warfield – Show Boat: Make Believe (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 v6sJF9m7nW8 · row v6sJF9m7nW8

LAION-DISCO-12M

Bless Yore Beautiful

Listed as Howard Keel – Bless Yore Beautiful (Looking Back) · Watch on YouTube

youtube_video xKzU6jgz2Ww · row xKzU6jgz2Ww

LAION-DISCO-12M

Anything You Can Do I Can Do Better

Listed as Ethel Merman, Howard Keel – Anything You Can Do I Can Do Better (I Got The Sun In The Morning) · Watch on YouTube

youtube_video y1bN0ik7FLo · row y1bN0ik7FLo

LAION-DISCO-12M

Lonesome Polecat

Listed as Howard Keel & The Original MGM Film Cast – Lonesome Polecat (Annie Get Your Gun & Seven Brides For Seven Brothers) · Watch on YouTube

youtube_video zf9hZ0sboGE · row zf9hZ0sboGE

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.