Yes. Fred Astaire has 340 songs listed in a dataset used to train AI music models.

Used for training 340

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 Puttin' On The Ritz, The Way You Look Tonight, My Dancing Lady

Listed under the artist name 340 songs in LAION-DISCO-12M

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

Puttin' On The Ritz

Listed as Fred Astaire – Puttin' On The Ritz (Crazy Feet) · Watch on YouTube

youtube_video -ivMXwQJjnU · row -ivMXwQJjnU

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The Way You Look Tonight

Listed as Fred Astaire – The Way You Look Tonight (The Early Years, Vol. 1) · Watch on YouTube

youtube_video 5bd9Z4j2vjI · row 5bd9Z4j2vjI

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My Dancing Lady

Listed as Fred Astaire, Joan Crawford – My Dancing Lady (Hollywood Dreams) · Watch on YouTube

youtube_video 5n1e--akpNo · row 5n1e--akpNo

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My One And Only

Listed as Fred Astaire – My One And Only (Immense Media Presents - Top Of The Charts, Vol. 12) · Watch on YouTube

youtube_video 7OL81sKeQMg · row 7OL81sKeQMg

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Drum Crazy

Listed as Fred Astaire – Drum Crazy (Irving Berlin's Easter Parade (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 7zj7P2ThfQA · row 7zj7P2ThfQA

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Slap That Bass

Listed as Fred Astaire – Slap That Bass (Let's Face the Music and Dance) · Watch on YouTube

youtube_video 8BUXyTbU5IM · row 8BUXyTbU5IM

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White Heat

Listed as Fred Astaire, Leo Reisman – White Heat (Fascinating Rhythm) · Watch on YouTube

youtube_video 8Hz-YB-9V34 · row 8Hz-YB-9V34

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No Strings

Listed as Fred Astaire – No Strings (Ginger & Fred - 40 Songs (The Gay Divorcee & More Musicals)) · Watch on YouTube

youtube_video Avrs8JsC7Cw · row Avrs8JsC7Cw

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Let's Face the Music and Dance

Listed as Fred Astaire – Let's Face the Music and Dance (Let's Face the Music and Dance) · Watch on YouTube

youtube_video EZoJk2CIQSw · row EZoJk2CIQSw

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I´m Putting all my Eggs

Listed as Fred Astaire – I´m Putting all my Eggs (Sound of the Movies) · Watch on YouTube

youtube_video Eyh_Z5YxdRc · row Eyh_Z5YxdRc

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That's Entertainment

Listed as Fred Astaire, Jack Buchanan, Nanette Fabray, Oscar Levant – That's Entertainment (The Band Wagon - OST) · Watch on YouTube

youtube_video G73e3E5iQhQ · row G73e3E5iQhQ

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Funny Face

Listed as Fred Astaire – Funny Face (Funny Face (Original Motion Picture Soundtrack / Expanded Edition)) · Watch on YouTube

youtube_video GSq3lDecLqg · row GSq3lDecLqg

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The Ritz Roll and Rock

Listed as Fred Astaire – The Ritz Roll and Rock (Silk Stockings - Original Film Soundtrack) · Watch on YouTube

youtube_video JW7bTfFjDnE · row JW7bTfFjDnE

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Cheek to Cheek

Listed as Fred Astaire – Cheek to Cheek (Top Hat (O.S.T - 1935)) · Watch on YouTube

youtube_video JiBivKe0I7c · row JiBivKe0I7c

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Puttin' On the Ritz (Club Des Belugas Remix)

Listed as Fred Astaire – Puttin' On the Ritz (Club Des Belugas Remix) (Swop) · Watch on YouTube

youtube_video JtOj13WEX6s · row JtOj13WEX6s

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Santa Claus Is Comin' to Town (From the Rankin/Bass Television Special)

Listed as Fred Astaire – Santa Claus Is Comin' to Town (From the Rankin/Bass Television Special) (Santa Claus Is Comin' to Town (From the Rankin/Bass Television Special)) · Watch on YouTube

youtube_video K1f-5TB6GTs · row K1f-5TB6GTs

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Puttin' on the Ritz

Listed as Fred Astaire – Puttin' on the Ritz (Ciné-Stars : Fred Astaire) · Watch on YouTube

youtube_video MhQFchPSzHE · row MhQFchPSzHE

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Night and Day (From "The Gay Divorce")

Listed as Fred Astaire – Night and Day (From "The Gay Divorce") (A Centennial Celebration) · Watch on YouTube

youtube_video NZ2qN_26iOc · row NZ2qN_26iOc

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We're A Couple Of Swells

Listed as Judy Garland, Fred Astaire – We're A Couple Of Swells (Forties Heroes & Sweethearts) · Watch on YouTube

youtube_video NZH_KcXtO0s · row NZH_KcXtO0s

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Dream Dancing

Listed as Fred Astaire – Dream Dancing (Immense Media Presents - Top Of The Charts, Vol. 12) · Watch on YouTube

youtube_video PNcMWirG0Uk · row PNcMWirG0Uk

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Cheek to Cheek (Top Hat)

Listed as Fred Astaire, Ginger Rogers – Cheek to Cheek (Top Hat) (Ginger Loves Fred, Vol. 4) · Watch on YouTube

youtube_video Qf46Hq1hybM · row Qf46Hq1hybM

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Blue Skies

Listed as Bing Crosby, Fred Astaire – Blue Skies (Blues Skies: Music From the Paramount Film) · Watch on YouTube

youtube_video RefONkO9Z2g · row RefONkO9Z2g

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Change Partners

Listed as Fred Astaire – Change Partners (Ginger & Fred - 40 Songs (The Gay Divorcee & More Musicals)) · Watch on YouTube

youtube_video Spv7_d9Lkcc · row Spv7_d9Lkcc

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You Were Never Lovelier (You Were Never Lovelier 1942)

Listed as Fred Astaire – You Were Never Lovelier (You Were Never Lovelier 1942) (Hollywood 1927-1950 - Le Plus Grand Thèmes Chantés Du Cinéma) · Watch on YouTube

youtube_video Ul4EFO7UAkE · row Ul4EFO7UAkE

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I've Got You On My Mind

Listed as Fred Astaire, Leo Reisman – I've Got You On My Mind (Fascinating Rhythm) · Watch on YouTube

youtube_video W7NGcVOaXXQ · row W7NGcVOaXXQ

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Cheek To Cheek

Listed as Fred Astaire – Cheek To Cheek (Fred Astaire In Hollywood) · Watch on YouTube

youtube_video XSRDDxZQSuU · row XSRDDxZQSuU

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Lovely To Look At

Listed as Fred Astaire and Ginger Rogers – Lovely To Look At (The 1930s) · Watch on YouTube

youtube_video XZ3_U0WySNs · row XZ3_U0WySNs

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Ev'ry Night At Seven

Listed as Fred Astaire – Ev'ry Night At Seven (African-American Jazz Icons, Volume 1) · Watch on YouTube

youtube_video _hT04PBP8eM · row _hT04PBP8eM

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They Can't Take Away from Me

Listed as Fred Astaire – They Can't Take Away from Me (Shall We Dance (O.S.T - 1937)) · Watch on YouTube

youtube_video bPBpkWFQC9o · row bPBpkWFQC9o

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Puttin’ On The Ritz

Listed as Fred Astaire – Puttin’ On The Ritz (Top Hat, White Tie and Tails) · Watch on YouTube

youtube_video dLVu0t77VcM · row dLVu0t77VcM

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One For My Baby

Listed as Fred Astaire – One For My Baby (Les grands succès du cinéma hollywoodien) · Watch on YouTube

youtube_video dvr8Q0EGY6E · row dvr8Q0EGY6E

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A Couple of Swells

Listed as Judy Garland, Fred Astaire – A Couple of Swells (Easter Parade (O.S.T - 1948)) · Watch on YouTube

youtube_video ebWQ__bwYu0 · row ebWQ__bwYu0

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Let's Face The Music And Dance (Follow The Fleet 1936)

Listed as Fred Astaire – Let's Face The Music And Dance (Follow The Fleet 1936) (Hollywood 1927-1950 - Le Plus Grand Thèmes Chantés Du Cinéma) · Watch on YouTube

youtube_video gRkCyGxDCZc · row gRkCyGxDCZc

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Cheek To Cheek

Listed as Fred Astaire, Ginger Rodgers – Cheek To Cheek (Top Hat & Flying Down To Rio - OST) · Watch on YouTube

youtube_video g_SSlCDV6_Q · row g_SSlCDV6_Q

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Cheek to Cheek

Listed as Fred Astaire – Cheek to Cheek (Broadway Musicals) · Watch on YouTube

youtube_video hf10lrsXRHE · row hf10lrsXRHE

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Triplets

Listed as Fred Astaire, Nanette Fabray, Jack Buchanan – Triplets (The Band Wagon (O.S.T - 1953)) · Watch on YouTube

youtube_video j2BqXBBHwTY · row j2BqXBBHwTY

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He Loves And She Loves

Listed as Fred Astaire – He Loves And She Loves (Funny Face (Original Motion Picture Soundtrack / Expanded Edition)) · Watch on YouTube

youtube_video jFz_qdW9rA8 · row jFz_qdW9rA8

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Cheek To Cheek

Listed as Fred Astaire – Cheek To Cheek (The Early Years, Vol. 2) · Watch on YouTube

youtube_video jd5NnpV0Jjo · row jd5NnpV0Jjo

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Night And Day (The Gay Divorcee 1934)

Listed as Fred Astaire – Night And Day (The Gay Divorcee 1934) (Hollywood 1927-1950 - Le Plus Grand Thèmes Chantés Du Cinéma) · Watch on YouTube

youtube_video keDsS1FAxgc · row keDsS1FAxgc

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The Gold Diggers Song

Listed as Fred Astaire – The Gold Diggers Song (Top Hat, White Tie and Tails) · Watch on YouTube

youtube_video l6L_wB1arTc · row l6L_wB1arTc

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The Shorty Gorgeous

Listed as Rita Hayworth and Fred Astaire, Fred Astaire – The Shorty Gorgeous (Definitely Duets) · Watch on YouTube

youtube_video lBfBEq1Xxeg · row lBfBEq1Xxeg

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Dancing In The Dark

Listed as Fred Astaire, Cyd Charisse, Jack Buchanan, Nanette Fabray – Dancing In The Dark (The Band Wagon) · Watch on YouTube

youtube_video lpyfKiKDwVM · row lpyfKiKDwVM

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Top Hat White Tie and Tails

Listed as Fred Astaire – Top Hat White Tie and Tails (Ginger & Fred - 40 Songs (The Gay Divorcee & More Musicals)) · Watch on YouTube

youtube_video m6hV7K0RSkg · row m6hV7K0RSkg

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I won't dance

Listed as Fred Astaire – I won't dance (The Crooners' Album) · Watch on YouTube

youtube_video nU0Z8TySp9w · row nU0Z8TySp9w

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Flying Down to Rio

Listed as Fred Astaire – Flying Down to Rio (Flying Down to Rio & Hollywood Hotel (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video nrGjTCUGC2c · row nrGjTCUGC2c

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They Can't Take That Away from Me

Listed as Fred Astaire, The RKO Radio Orchestra – They Can't Take That Away from Me (George Gershwin, Vol. 4) · Watch on YouTube

youtube_video vOVA9nAk4D8 · row vOVA9nAk4D8

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A Couple of Swells (from Irving Berlin's Easter Parade)

Listed as Judy Garland, Fred Astaire – A Couple of Swells (from Irving Berlin's Easter Parade) (The Marvelous Mrs. Maisel: Season 4 (Music From The Amazon Original Series)) · Watch on YouTube

youtube_video vbNFxxVOvxE · row vbNFxxVOvxE

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Pick Yourself Up

Listed as Fred Astaire – Pick Yourself Up (Song Book, Vol. 3) · Watch on YouTube

youtube_video vfKIBT8qIuY · row vfKIBT8qIuY

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The Way You Look Tonight

Listed as Fred Astaire – The Way You Look Tonight (Ginger & Fred - 40 Songs (The Gay Divorcee & More Musicals)) · Watch on YouTube

youtube_video wKThu6QpTTg · row wKThu6QpTTg

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Slap That Bass

Listed as Fred Astaire – Slap That Bass (Shall We Dance (O.S.T - 1937)) · Watch on YouTube

youtube_video xDonniMEOpg · row xDonniMEOpg

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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.