Yes. Gene Kelly has 202 songs listed in a dataset used to train AI music models.

Used for training 202

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 Moonlight Bay, Take Me Out to the Ball Game, All for You

Listed under the artist name 202 songs in LAION-DISCO-12M

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

Moonlight Bay

Listed as Gene Kelly – Moonlight Bay (Gene Kelly vs. Fred Astaire) · Watch on YouTube

youtube_video -LmDCTYzhUE · row -LmDCTYzhUE

LAION-DISCO-12M

Take Me Out to the Ball Game

Listed as Gene Kelly, Betty Garrett, Hal Mooney & His Orchestra – Take Me Out to the Ball Game (Song & Dance Man) · Watch on YouTube

youtube_video -TB8kQdHXXc · row -TB8kQdHXXc

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All for You

Listed as Judy Garland, Gene Kelly – All for You (Creations 1929-1962) · Watch on YouTube

youtube_video 3IXmRwVea4U · row 3IXmRwVea4U

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Make 'Em Laugh

Listed as Gene Kelly – Make 'Em Laugh (Song & Dance Man) · Watch on YouTube

youtube_video 6HibDBTYGAA · row 6HibDBTYGAA

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Moses

Listed as Gene Kelly, Donald O'Connor – Moses (Singing In The Rain - Original Film Soundtrack) · Watch on YouTube

youtube_video 6R6mnrWQIx0 · row 6R6mnrWQIx0

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Medley: What Time Is It? / Love Is Here To Stay (Reprise)

Listed as Gene Kelly, MGM Studio Orchestra – Medley: What Time Is It? / Love Is Here To Stay (Reprise) (An American In Paris (Original Motion Picture Soundtrack) (Deluxe Edition)) · Watch on YouTube

youtube_video 6m-vasXizGY · row 6m-vasXizGY

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The Pirate (Original Film Soundtrack): Nina

Listed as Judy Garland, Gene Kelly – The Pirate (Original Film Soundtrack): Nina (Porter: Can-Can / Mexican Hayride (Original Broadway Cast) (1953, 1944)) · Watch on YouTube

youtube_video 8seqN7cQG6k · row 8seqN7cQG6k

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For Me and My Gal (from "For Me and My Gal") (2006 Remaster)

Listed as Judy Garland, Gene Kelly – For Me and My Gal (from "For Me and My Gal") (2006 Remaster) (That's Entertainment (The Ultimate Soundtrack Anthology of MGM Musicals) (Part 2)) · Watch on YouTube

youtube_video 9Jnf1OcRk9o · row 9Jnf1OcRk9o

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We Hate To Leave

Listed as Gene Kelly – We Hate To Leave (Anchors Aweigh - OST) · Watch on YouTube

youtube_video 9xHW0V6KhkY · row 9xHW0V6KhkY

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The Heather on the Hill

Listed as Gene Kelly – The Heather on the Hill (Song & Dance Man) · Watch on YouTube

youtube_video AFVE_9LYHmk · row AFVE_9LYHmk

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Love Is Here to Stay

Listed as Gene Kelly – Love Is Here to Stay (Song & Dance Man) · Watch on YouTube

youtube_video CFX1vRvTg1g · row CFX1vRvTg1g

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My Baby Just Cares for Me

Listed as Gene Kelly – My Baby Just Cares for Me (Song & Dance Man) · Watch on YouTube

youtube_video CvOqVM23AIA · row CvOqVM23AIA

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The Daughter of Rosie O'Grady

Listed as Gene Kelly – The Daughter of Rosie O'Grady (My Blue Heaven) · Watch on YouTube

youtube_video FGKOEyve5CE · row FGKOEyve5CE

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The Pirate (Original Film Soundtrack): Love Of My Life

Listed as Judy Garland, Gene Kelly – The Pirate (Original Film Soundtrack): Love Of My Life (Porter: Can-Can / Mexican Hayride (Original Broadway Cast) (1953, 1944)) · Watch on YouTube

youtube_video GfL82Cb0jrM · row GfL82Cb0jrM

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For Me and My Gal (From "For Me and My Gal")

Listed as Judy Garland, Gene Kelly – For Me and My Gal (From "For Me and My Gal") (Gene Kelly’s Centenary) · Watch on YouTube

youtube_video HNYFuA3CY5A · row HNYFuA3CY5A

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Long Ago and Far Away

Listed as Gene Kelly – Long Ago and Far Away (Soundtracks, Voices & Themes from Great Movies) · Watch on YouTube

youtube_video HrlfBwx3K5E · row HrlfBwx3K5E

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Finale (For Me and My Gal Reprise)

Listed as Gene Kelly, Judy Garland – Finale (For Me and My Gal Reprise) (Sound of the Movies Vol. 11) · Watch on YouTube

youtube_video I39U48lRVQ8 · row I39U48lRVQ8

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The Happy Road

Listed as Gene Kelly – The Happy Road (Gene Kelly vs. Fred Astaire) · Watch on YouTube

youtube_video Lqr-oBjg-9A · row Lqr-oBjg-9A

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Love Me or Leave Me (3)

Listed as Gene Kelly – Love Me or Leave Me (3) (Timeless Tunes of Nacio Herb Brown) · Watch on YouTube

youtube_video OmxwSIvmEVk · row OmxwSIvmEVk

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Moonlight Bay

Listed as Gene Kelly, Carmen Dragon & His Orchestra – Moonlight Bay (Song & Dance Man) · Watch on YouTube

youtube_video SkIr5FT2EM0 · row SkIr5FT2EM0

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I Like Myself

Listed as Gene Kelly – I Like Myself (It's Always Fair Weather (original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video SwXmfH2vm8k · row SwXmfH2vm8k

LAION-DISCO-12M

From This Day On (Outtake)

Listed as Gene Kelly, Carol Richards – From This Day On (Outtake) (Brigadoon (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video Voaj3rtivJQ · row Voaj3rtivJQ

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Les Girls

Listed as Gene Kelly, Mitzi Gaynor, Kay Kendall, Taina Elg – Les Girls (Les Girls (O.S.T 1957)) · Watch on YouTube

youtube_video XYZowisLEQU · row XYZowisLEQU

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Doin' the New Low-Down (From "Blackbirds of 1928")

Listed as Gene Kelly – Doin' the New Low-Down (From "Blackbirds of 1928") (Gene Kelly vs. Fred Astaire) · Watch on YouTube

youtube_video YuGVBmzDe_w · row YuGVBmzDe_w

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Halfway Down the Stairs

Listed as Gene Kelly – Halfway Down the Stairs (Children's Sing-Along: Pop Music for Kids) · Watch on YouTube

youtube_video ZLs7j5Aw3Wc · row ZLs7j5Aw3Wc

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Love Is Here to Stay

Listed as MGM Studio Orchestra, Gene Kelly – Love Is Here to Stay (An American in Paris (Ost) [1951]) · Watch on YouTube

youtube_video b5KkMzW2-QA · row b5KkMzW2-QA

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Fit As A Fiddle

Listed as Gene Kelly, Donald O'Connor – Fit As A Fiddle (Singing In The Rain - Original Film Soundtrack) · Watch on YouTube

youtube_video dK5YBB9c6mo · row dK5YBB9c6mo

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New York, New York

Listed as Gene Kelly, Frank Sinatra, Jules Munshin – New York, New York (The No. 1 American Songbook Ever!) · Watch on YouTube

youtube_video dk3xAcPMrZE · row dk3xAcPMrZE

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Tra-La-La

Listed as Gene Kelly, Oscar Levant – Tra-La-La (An American In Paris (Original Motion Picture Soundtrack) (Deluxe Edition)) · Watch on YouTube

youtube_video ebTYiMvF7tE · row ebTYiMvF7tE

LAION-DISCO-12M

Grand Old Flag / Yankee Doodle Boy (From the Broadway Musical: "Little Johnny Jones" and "George Washington Jr.")

Listed as Gene Kelly, Carmen Dragon & His Orchestra – Grand Old Flag / Yankee Doodle Boy (From the Broadway Musical: "Little Johnny Jones" and "George Washington Jr.") (Song & Dance Man) · Watch on YouTube

youtube_video fsfOUcGshug · row fsfOUcGshug

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You Drive Me Crazy

Listed as Gene Kelly – You Drive Me Crazy (Yvonne) · Watch on YouTube

youtube_video gSaDhcmudVM · row gSaDhcmudVM

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You Wonderful You (From Film: Summer Stock)

Listed as Gene Kelly, Judy Garland – You Wonderful You (From Film: Summer Stock) (Singin' in the Rain - Songs from the Movies (Original Soundtracks 1949 - 1957)) · Watch on YouTube

youtube_video hTOllwEPdZM · row hTOllwEPdZM

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Let Yourself Go (From "Follow the Fleet")

Listed as Gene Kelly – Let Yourself Go (From "Follow the Fleet") (Gene Kelly vs. Fred Astaire) · Watch on YouTube

youtube_video iwKKjjfNmFc · row iwKKjjfNmFc

LAION-DISCO-12M

Main Title/Would You/Gene Dreams Of Kathy/All I Do Is Dream Of You/Beautiful Girl/End Title (Would You)/Finale (Full Original Soundtrack)

Listed as Gene Kelly, Debbie Reynolds, Donald O'Connor – Main Title/Would You/Gene Dreams Of Kathy/All I Do Is Dream Of You/Beautiful Girl/End Title (Would You)/Finale (Full Original Soundtrack) (Main Title/Would You/Gene Dreams Of Kathy/All I Do Is Dream Of You/Beautiful Girl/End Title (Would You)/Finale (Full Original Soundtrack)) · Watch on YouTube

youtube_video j6Tjj90lveg · row j6Tjj90lveg

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There But for You Go I (Outtake)

Listed as Gene Kelly – There But for You Go I (Outtake) (Brigadoon (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video jHG60ayQMZI · row jHG60ayQMZI

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For Me and My Gal

Listed as Gene Kelly, Judy Garland – For Me and My Gal (The History of Pop Radio, Vol. 10 (1942)) · Watch on YouTube

youtube_video l9kAU99hO44 · row l9kAU99hO44

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Broadway Ballet (From Singing in the Rain)

Listed as Gene Kelly – Broadway Ballet (From Singing in the Rain) (Fifty Movie Favourites) · Watch on YouTube

youtube_video nM4_cWTaRls · row nM4_cWTaRls

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Heavenly Music

Listed as Gene Kelly – Heavenly Music (My Best) · Watch on YouTube

youtube_video nhtngl-iruE · row nhtngl-iruE

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A Very Precious Love

Listed as Gene Kelly – A Very Precious Love (The Art of Gene Kelly) · Watch on YouTube

youtube_video o6zFjS0YjIo · row o6zFjS0YjIo

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Ballin' The Jack

Listed as Judy Garland, Gene Kelly – Ballin' The Jack (The Judy Garland Collection) · Watch on YouTube

youtube_video pF2qQFUN0nw · row pF2qQFUN0nw

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I Got Rhythm

Listed as Gene Kelly – I Got Rhythm (With a Song in My Heart) · Watch on YouTube

youtube_video px7lZ1RgOZA · row px7lZ1RgOZA

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Baby Doll (from "Take Me out to the Ballgame") [Outtake] (2006 Remaster)

Listed as Gene Kelly – Baby Doll (from "Take Me out to the Ballgame") [Outtake] (2006 Remaster) (That's Entertainment (The Ultimate Soundtrack Anthology of MGM Musicals) (Part 3)) · Watch on YouTube

youtube_video qWO15N3P9mA · row qWO15N3P9mA

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You Made Me Love You (from 'Irene')

Listed as Judy Garland, Gene Kelly – You Made Me Love You (from 'Irene') (Showstoppers) · Watch on YouTube

youtube_video rcAF3jdwCZg · row rcAF3jdwCZg

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For Me & My Girl

Listed as Judy Garland, Gene Kelly – For Me & My Girl (Movie Stars - CD 2) · Watch on YouTube

youtube_video s2HT0hDC2Rg · row s2HT0hDC2Rg

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Singin' in the Rain

Listed as Gene Kelly – Singin' in the Rain (Singin' in the Rain) · Watch on YouTube

youtube_video sHl4L-2FkSQ · row sHl4L-2FkSQ

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Singin’ In The Rain

Listed as Gene Kelly – Singin’ In The Rain (Main Shtetele Beiz) · Watch on YouTube

youtube_video tyB2t6uTb-g · row tyB2t6uTb-g

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Broadway Ballet

Listed as Gene Kelly – Broadway Ballet (Singin' in the Rain (Original Soundtrack)) · Watch on YouTube

youtube_video uHlwt9No-Vo · row uHlwt9No-Vo

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The Babbitt And The Bromide

Listed as Gene Kelly, Fred Astaire – The Babbitt And The Bromide (George Gershwin Vol.5) · Watch on YouTube

youtube_video vtpwY6VcK7M · row vtpwY6VcK7M

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Singin' in the Rain ("That's Entertainment" Medley) [2006 Remaster]

Listed as Cliff Edwards, Jimmy Durante, Judy Garland, Gene Kelly – Singin' in the Rain ("That's Entertainment" Medley) [2006 Remaster] (That's Entertainment (The Ultimate Soundtrack Anthology of MGM Musicals) (Part 1)) · Watch on YouTube

youtube_video x8w3zyxowic · row x8w3zyxowic

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Good Morning (feat. Debbie Reynolds & Donald O'Connor)

Listed as Gene Kelly – Good Morning (feat. Debbie Reynolds & Donald O'Connor) (Back in the Saddle Again (Forgotten Fifties)) · Watch on YouTube

youtube_video zeO1cMM9K8A · row zeO1cMM9K8A

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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.