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 Gene Dreams Of Kathy, I've Got a Crush on You, O'Brien, To Ryan to Goldberg (feat. Frank Sinatra & Jules Munshin) [From "Take Me out to the Ball Game"] (feat. Frank Sinatra & Jules Munshin)

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.

Gene Dreams Of Kathy

Listed as Gene Kelly – Gene Dreams Of Kathy (Drama) · Watch on YouTube

youtube_video 2A7xMey2DJk · row 2A7xMey2DJk

LAION-DISCO-12M

I've Got a Crush on You

Listed as Gene Kelly – I've Got a Crush on You (An American in Paris) · Watch on YouTube

youtube_video 2PwvgoVSUlw · row 2PwvgoVSUlw

LAION-DISCO-12M

O'Brien, To Ryan to Goldberg (feat. Frank Sinatra & Jules Munshin) [From "Take Me out to the Ball Game"] (feat. Frank Sinatra & Jules Munshin)

Listed as Gene Kelly – O'Brien, To Ryan to Goldberg (feat. Frank Sinatra & Jules Munshin) [From "Take Me out to the Ball Game"] (feat. Frank Sinatra & Jules Munshin) (BD Music Presents Gene Kelly) · Watch on YouTube

youtube_video 2kIKRtQfK6c · row 2kIKRtQfK6c

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For Me and My Gal

Listed as Gene Kelly – For Me and My Gal (Song & Dance Man) · Watch on YouTube

youtube_video 3fP0uvt7aRc · row 3fP0uvt7aRc

LAION-DISCO-12M

I Got Rhythm

Listed as Gene Kelly, MGM Children's Chorus – I Got Rhythm (An American In Paris (Original Motion Picture Soundtrack) (Deluxe Edition)) · Watch on YouTube

youtube_video 4sCXrepShrU · row 4sCXrepShrU

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Have Lunch With Me

Listed as Gene Kelly – Have Lunch With Me (Drama) · Watch on YouTube

youtube_video 5Vq2gxlZ7qc · row 5Vq2gxlZ7qc

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I Begged Her

Listed as Gene Kelly – I Begged Her (Anchors Aweigh - OST) · Watch on YouTube

youtube_video 6LDVHduA0tM · row 6LDVHduA0tM

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I Like Myself

Listed as Gene Kelly – I Like Myself (It's Always Fair Weather (O.S.T - 1955)) · Watch on YouTube

youtube_video 73jh-RGbcoA · row 73jh-RGbcoA

LAION-DISCO-12M

On the Town (From "On the Town")

Listed as Gene Kelly, Vera-Ellen, Frank Sinatra, Betty Garrett – On the Town (From "On the Town") (On the Town (Original Soundtrack)) · Watch on YouTube

youtube_video 9mrIvKpSFlk · row 9mrIvKpSFlk

LAION-DISCO-12M

Dig-Dig-Dig-Dig for Your Dinner

Listed as Gene Kelly – Dig-Dig-Dig-Dig for Your Dinner (Summer Stock (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video ATN4hraP9fk · row ATN4hraP9fk

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Do I Love You?

Listed as Gene Kelly – Do I Love You? (Very Best of Gene Kelly) · Watch on YouTube

youtube_video AkE5AEdp5T0 · row AkE5AEdp5T0

LAION-DISCO-12M

Count on Me (From "On the Town")

Listed as Gene Kelly, Frank Sinatra, Jules Munshin, Betty Garrett – Count on Me (From "On the Town") (On the Town (Original Soundtrack)) · Watch on YouTube

youtube_video BYSaS4WP5cA · row BYSaS4WP5cA

LAION-DISCO-12M

Mr. & Mrs. / I Love to Go Swimmin' with Wimmen (From "Deep in My Heart")

Listed as Rosemary Clooney, Jose Ferrer, Fred Kelly, Gene Kelly – Mr. & Mrs. / I Love to Go Swimmin' with Wimmen (From "Deep in My Heart") (Your Land and My Land: Themes From "Good News" & "Deep in My Heart") · Watch on YouTube

youtube_video CcPQNVZoMUE · row CcPQNVZoMUE

LAION-DISCO-12M

Tra-La-La (From "an American in Paris")

Listed as Gene Kelly & Oscar Levant, Oscar Levant – Tra-La-La (From "an American in Paris") (Singin' in the Rain - An American in Paris (Two Original Soundtracks)) · Watch on YouTube

youtube_video IZtf1h8HmI0 · row IZtf1h8HmI0

LAION-DISCO-12M

Yes Indeedy (feat. Frank Sinatra & Jules Munshin) [From "Take Me out to the Ball Game"] (feat. Frank Sinatra & Jules Munshin)

Listed as Gene Kelly – Yes Indeedy (feat. Frank Sinatra & Jules Munshin) [From "Take Me out to the Ball Game"] (feat. Frank Sinatra & Jules Munshin) (BD Music Presents Gene Kelly) · Watch on YouTube

youtube_video ImIsTNzc2Rw · row ImIsTNzc2Rw

LAION-DISCO-12M

Long Ago And Far Away (Cover Girl 1944)

Listed as Gene Kelly, Rita Hayworth – Long Ago And Far Away (Cover Girl 1944) (Hollywood 1927-1950 - Le Plus Grand Thèmes Chantés Du Cinéma) · Watch on YouTube

youtube_video KUDJoYEsLBA · row KUDJoYEsLBA

LAION-DISCO-12M

Beautiful Girl Montage

Listed as Gene Kelly – Beautiful Girl Montage (Drama) · Watch on YouTube

youtube_video Lqjh12OINYo · row Lqjh12OINYo

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Make 'em Laugh (From "Singin' in the Rain")

Listed as Gene Kelly, Donald O'Connor – Make 'em Laugh (From "Singin' in the Rain") (Vintage Hollywood Classics, Vol. 7 (Original Soundtracks)) · Watch on YouTube

youtube_video M-C4Bj9cekc · row M-C4Bj9cekc

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The Stage Is Set

Listed as Gene Kelly – The Stage Is Set (Drama) · Watch on YouTube

youtube_video MctjtvbL5nU · row MctjtvbL5nU

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Stunt Montage

Listed as Gene Kelly – Stunt Montage (Drama) · Watch on YouTube

youtube_video NUxh624mE2U · row NUxh624mE2U

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Yankee Doodle Dandy

Listed as Gene Kelly – Yankee Doodle Dandy (Golden Memory: Gene Kelly, Ginny Simms, Gordon Jenkins) · Watch on YouTube

youtube_video NrRavTS7UGg · row NrRavTS7UGg

LAION-DISCO-12M

S Wonderful

Listed as Gene Kelly – S Wonderful (The Art of Gene Kelly) · Watch on YouTube

youtube_video OJcTpkrNff8 · row OJcTpkrNff8

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The Pirate (Original Film Soundtrack): Be A Clown

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

youtube_video OrZfFJr1Wrg · row OrZfFJr1Wrg

LAION-DISCO-12M

Beautiful Girl (Alternate Version) [Tempo Track] (Alternate Version; Tempo Track)

Listed as Jimmie Thompson, Gene Kelly, Lennie Hayton – Beautiful Girl (Alternate Version) [Tempo Track] (Alternate Version; Tempo Track) (Singin' in the Rain (Original Motion Picture Soundtrack) (Deluxe Version)) · Watch on YouTube

youtube_video Qe2C1CnYqsU · row Qe2C1CnYqsU

LAION-DISCO-12M

You Wonderful You

Listed as Gene Kelly – You Wonderful You (Song & Dance Man) · Watch on YouTube

youtube_video UK5FOgiZeYo · row UK5FOgiZeYo

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You Are My Lucky Star

Listed as Gene Kelly – You Are My Lucky Star (Song & Dance Man) · Watch on YouTube

youtube_video VB8BPiwnHtM · row VB8BPiwnHtM

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Dignity

Listed as Gene Kelly – Dignity (Drama) · Watch on YouTube

youtube_video WT3TO_lDsMY · row WT3TO_lDsMY

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Singin' In The Rain

Listed as Gene Kelly – Singin' In The Rain (The Great American Songbook Volume 3) · Watch on YouTube

youtube_video XkQPXc-G4_g · row XkQPXc-G4_g

LAION-DISCO-12M

That Hat My Father Wore Upon St.Patrick's Day

Listed as Gene Kelly – That Hat My Father Wore Upon St.Patrick's Day (Swinging Movie Stars) · Watch on YouTube

youtube_video XyHa1mDdrNQ · row XyHa1mDdrNQ

LAION-DISCO-12M

Blues in the Night (PTS. 1 & 2)

Listed as Judy Garland, Gene Kelly – Blues in the Night (PTS. 1 & 2) (Vintage Jazz, Vol. 6) · Watch on YouTube

youtube_video YLjh1aRcnDI · row YLjh1aRcnDI

LAION-DISCO-12M

That Old Black Magic

Listed as Judy Garland, Gene Kelly, David Rose & His Orchestra – That Old Black Magic (Judy Garland: Always Chasing Rainbows - A Centenary Tribute) · Watch on YouTube

youtube_video avB6WW6zg8M · row avB6WW6zg8M

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Good Night Kathy

Listed as Gene Kelly – Good Night Kathy (Drama) · Watch on YouTube

youtube_video g0_VkbSsAo8 · row g0_VkbSsAo8

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Make Way For Tomorrow

Listed as Gene Kelly, Rita Hayworth, Phil Silvers – Make Way For Tomorrow (Movie Stars - CD 2) · Watch on YouTube

youtube_video j-yjKmNjRZc · row j-yjKmNjRZc

LAION-DISCO-12M

Make 'Em Laugh

Listed as Gene Kelly, Donald O'Connor – Make 'Em Laugh (Songs from Movies, Vol. 3) · Watch on YouTube

youtube_video k3s-XawKFOg · row k3s-XawKFOg

LAION-DISCO-12M

S Wonderful

Listed as Gene Kelly – S Wonderful (Song & Dance Man) · Watch on YouTube

youtube_video n5JDnY_GKhw · row n5JDnY_GKhw

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When You Wore A Tulip

Listed as Judy Garland, Gene Kelly – When You Wore A Tulip (Last Of The Romantics) · Watch on YouTube

youtube_video nb1MimW4MvY · row nb1MimW4MvY

LAION-DISCO-12M

Would You? (End Title)

Listed as Gene Kelly, Betty Noyes – Would You? (End Title) (Singin' in the Rain (Original Motion Picture Soundtrack) (Deluxe Version)) · Watch on YouTube

youtube_video o06RssVOrlI · row o06RssVOrlI

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First Silent Picture

Listed as Gene Kelly – First Silent Picture (Drama) · Watch on YouTube

youtube_video oWl3TZj4sME · row oWl3TZj4sME

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I'll Go Home with Bonnie Jean

Listed as John Gustafsen, Gene Kelly, Van Johnson, Paul Roberts – I'll Go Home with Bonnie Jean (Brigadoon (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video pdlmF47Kfmw · row pdlmF47Kfmw

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Almost Like Being In Love

Listed as Gene Kelly – Almost Like Being In Love (Brigadoon (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video r32m9Qibsjc · row r32m9Qibsjc

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Tango (Temptation)

Listed as Gene Kelly – Tango (Temptation) (Drama) · Watch on YouTube

youtube_video rRcWQ_ocnWk · row rRcWQ_ocnWk

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Singin' In The Rain

Listed as Gene Kelly – Singin' In The Rain (The Best Of The Fifties Hollywood) · Watch on YouTube

youtube_video s_QNn31EFKA · row s_QNn31EFKA

LAION-DISCO-12M

Singin' in the Rain

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

youtube_video siQeXqbf8xA · row siQeXqbf8xA

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All I do is Dream of You

Listed as Gene Kelly – All I do is Dream of You (America: 50 Songs from the Best Ever Musicals) · Watch on YouTube

youtube_video vom_xXJyRaA · row vom_xXJyRaA

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All I Do Is Dream of You (feat. Spain)

Listed as Gene Kelly – All I Do Is Dream of You (feat. Spain) (Music from the Films Woody Allen) · Watch on YouTube

youtube_video x0YZuD0Cvug · row x0YZuD0Cvug

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You Were Meant For Me

Listed as Gene Kelly – You Were Meant For Me (Singin' in the Rain - An American in Paris (2 Original Soundtracks)) · Watch on YouTube

youtube_video xJmHn0vjcqU · row xJmHn0vjcqU

LAION-DISCO-12M

The Worry Song (from "Anchors Aweigh") [2006 Remaster]

Listed as Gene Kelly, Jerry the Mouse – The Worry Song (from "Anchors Aweigh") [2006 Remaster] (That's Entertainment (The Ultimate Soundtrack Anthology of MGM Musicals) (Part 1)) · Watch on YouTube

youtube_video xQ2Ac1vnKSY · row xQ2Ac1vnKSY

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From Dueling To Dancing

Listed as Gene Kelly – From Dueling To Dancing (Drama) · Watch on YouTube

youtube_video xknWDyjkVkA · row xknWDyjkVkA

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Would You

Listed as Gene Kelly – Would You (Drama) · Watch on YouTube

youtube_video ySd5XT8tafY · row ySd5XT8tafY

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I Got Rhythm

Listed as Gene Kelly – I Got Rhythm (Song & Dance Man) · Watch on YouTube

youtube_video zG7Zvbehi3Q · row zG7Zvbehi3Q

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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.