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 How Could You Believe Me When I Said I Love You, When You Know I've Been A Liar All My Life? (The Liar Song) (feat. Jane Powell), Fascinating Rhythm, Fascinating Rhythm

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.

How Could You Believe Me When I Said I Love You, When You Know I've Been A Liar All My Life? (The Liar Song) (feat. Jane Powell)

Listed as Fred Astaire – How Could You Believe Me When I Said I Love You, When You Know I've Been A Liar All My Life? (The Liar Song) (feat. Jane Powell) (Fred Astaire's Nevertheless) · Watch on YouTube

youtube_video -jEm1NzhSMs · row -jEm1NzhSMs

LAION-DISCO-12M

Fascinating Rhythm

Listed as Fred Astaire – Fascinating Rhythm (The Great Composers - The Ultimate Gershwin) · Watch on YouTube

youtube_video 5a501K_4Ils · row 5a501K_4Ils

LAION-DISCO-12M

Fascinating Rhythm

Listed as Fred Astaire, Adele Astaire, George Gershwin – Fascinating Rhythm (Lady Be Good) · Watch on YouTube

youtube_video 6SBqgCk1TDg · row 6SBqgCk1TDg

LAION-DISCO-12M

But Where Are You

Listed as Fred Astaire – But Where Are You (Ginger & Fred - 40 Songs (The Gay Divorcee & More Musicals)) · Watch on YouTube

youtube_video 72f3tG7ec_o · row 72f3tG7ec_o

LAION-DISCO-12M

Clap Yo' Hands

Listed as Fred Astaire, Kay Thompson – Clap Yo' Hands (Funny Face (Original Motion Picture Soundtrack / Expanded Edition)) · Watch on YouTube

youtube_video 94gEJKzTtLU · row 94gEJKzTtLU

LAION-DISCO-12M

The Way You Look Tonight

Listed as Fred Astaire – The Way You Look Tonight (Puttin' On the Ritz (The Fred Astaire Story, Vol. 4, 1952)) · Watch on YouTube

youtube_video AREUXCPRBJs · row AREUXCPRBJs

LAION-DISCO-12M

Love

Listed as Fred Astaire – Love (Sound of the Movies Vol. 18) · Watch on YouTube

youtube_video DdwxubiWuj0 · row DdwxubiWuj0

LAION-DISCO-12M

Needle In a Haystack

Listed as Fred Astaire – Needle In a Haystack (Fascinating Rhythm) · Watch on YouTube

youtube_video EbIbyvRj8A4 · row EbIbyvRj8A4

LAION-DISCO-12M

Swing Time - Never Gonna Dance

Listed as Fred Astaire – Swing Time - Never Gonna Dance (Songwriter Hall of Fame: The Jerome Kern Song Book) · Watch on YouTube

youtube_video Gc3xB2r0eeE · row Gc3xB2r0eeE

LAION-DISCO-12M

In Your Easter Bonnet

Listed as Judy Garland, Fred Astaire – In Your Easter Bonnet (Forties Heroes & Sweethearts) · Watch on YouTube

youtube_video Hf2yP5vELXA · row Hf2yP5vELXA

LAION-DISCO-12M

Isn't This a Lovely Day?

Listed as Fred Astaire – Isn't This a Lovely Day? (Let's Face the Music and Dance) · Watch on YouTube

youtube_video IO1cl9bWsv4 · row IO1cl9bWsv4

LAION-DISCO-12M

A Couple Of Swells

Listed as Judy Garland, Fred Astaire – A Couple Of Swells (Irving Berlin's Easter Parade (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video K4GTKvLHlkA · row K4GTKvLHlkA

LAION-DISCO-12M

A Fine Romance

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

youtube_video LuMQLU08l4M · row LuMQLU08l4M

LAION-DISCO-12M

Change Partners

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

youtube_video M5_sByKfxCI · row M5_sByKfxCI

LAION-DISCO-12M

No Strings

Listed as Fred Astaire – No Strings (Fred Astaire In Hollywood) · Watch on YouTube

youtube_video MSUsZdjKRZ8 · row MSUsZdjKRZ8

LAION-DISCO-12M

Let's Kiss And Make Up

Listed as Fred Astaire – Let's Kiss And Make Up (Funny Face (Original Motion Picture Soundtrack / Expanded Edition)) · Watch on YouTube

youtube_video O8cAQIDRs7I · row O8cAQIDRs7I

LAION-DISCO-12M

The Carioca

Listed as Fred Astaire – The Carioca (The Astaire Story) · Watch on YouTube

youtube_video Pn2awcu32zk · row Pn2awcu32zk

LAION-DISCO-12M

Night and Day

Listed as Fred Astaire – Night and Day (The Broadway Musical 60 Songs (1918-1946)) · Watch on YouTube

youtube_video QbUL0Su_9uo · row QbUL0Su_9uo

LAION-DISCO-12M

Night and Day

Listed as Fred Astaire – Night and Day (Fred Astaire: The Astaire Story) · Watch on YouTube

youtube_video RYjCX5hPfj8 · row RYjCX5hPfj8

LAION-DISCO-12M

A Foggy Day

Listed as Fred Astaire – A Foggy Day (En visitant l'expo (23 titres et actualités)) · Watch on YouTube

youtube_video UshJf31JC_k · row UshJf31JC_k

LAION-DISCO-12M

Main Title: Overture (Extrait De La Comédie Musicale « Entrons Dans La Danse »)

Listed as Fred Astaire – Main Title: Overture (Extrait De La Comédie Musicale « Entrons Dans La Danse ») (Les Plus Grandes Comédies Musicales Américaines, Vol. 32: Entrons Dans La Danse) · Watch on YouTube

youtube_video V2z6FaSd4iY · row V2z6FaSd4iY

LAION-DISCO-12M

Steppin' out with My Baby

Listed as Fred Astaire – Steppin' out with My Baby (Fred Astaire: The Astaire Story) · Watch on YouTube

youtube_video X7dCZY7czH8 · row X7dCZY7czH8

LAION-DISCO-12M

Let's Call the Whole Thing Off

Listed as Fred Astaire – Let's Call the Whole Thing Off (George Gershwin: A Century of Glory 1898-1998) · Watch on YouTube

youtube_video XcdGlEWdxLI · row XcdGlEWdxLI

LAION-DISCO-12M

The Carioca

Listed as Fred Astaire – The Carioca (Fascinating Rhythm) · Watch on YouTube

youtube_video YNYIQzprnlw · row YNYIQzprnlw

LAION-DISCO-12M

Easter Parade

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

youtube_video Z1Lcdyigq1s · row Z1Lcdyigq1s

LAION-DISCO-12M

Pick Yourself Up

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

youtube_video a7n44KBDlas · row a7n44KBDlas

LAION-DISCO-12M

S Wonderful

Listed as Fred Astaire – S Wonderful (Mr. Top Hat) · Watch on YouTube

youtube_video aKaGKYT6TiU · row aKaGKYT6TiU

LAION-DISCO-12M

I’m Old Fashioned

Listed as Rita Hayworth, Fred Astaire – I’m Old Fashioned (Movie Stars - CD 2) · Watch on YouTube

youtube_video b_fDRMHe38U · row b_fDRMHe38U

LAION-DISCO-12M

By Myself (Reprise)

Listed as Fred Astaire – By Myself (Reprise) (The Bandwagon (original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video bnWcpULuNBM · row bnWcpULuNBM

LAION-DISCO-12M

Got A Bran' New Suit (Outtake)

Listed as Fred Astaire & Nanette Fabray – Got A Bran' New Suit (Outtake) (The Bandwagon (original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video dvHLfyOWGDM · row dvHLfyOWGDM

LAION-DISCO-12M

Puttin' on the Ritz

Listed as Fred Astaire – Puttin' on the Ritz (Fred Astaire: The Astaire Story) · Watch on YouTube

youtube_video e_l9Wo9wjBA · row e_l9Wo9wjBA

LAION-DISCO-12M

Stereophonic Sound

Listed as Fred Astaire & Janis Paige – Stereophonic Sound (Titanium Hits) · Watch on YouTube

youtube_video fOp1-_Oj2c8 · row fOp1-_Oj2c8

LAION-DISCO-12M

That's Entertainment (Reprise Finale)

Listed as Fred Astaire, India Adams, Nanette Fabray, Jack Buchanan & Oscar Levant – That's Entertainment (Reprise Finale) (The Bandwagon (original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video h-L5pJVjc7I · row h-L5pJVjc7I

LAION-DISCO-12M

We saw the sea

Listed as Fred Astaire – We saw the sea (Ses films et ses chansons) · Watch on YouTube

youtube_video hCavUvVaB_s · row hCavUvVaB_s

LAION-DISCO-12M

Steppin' Out With My Baby

Listed as Fred Astaire, The Mel-Tones, The Lyttle Sisters – Steppin' Out With My Baby (Irving Berlin's Easter Parade (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video kid1YozUTXA · row kid1YozUTXA

LAION-DISCO-12M

Medley: Fated To Be Mated (Extended Version) / All Of You

Listed as Fred Astaire & Cyd Charisse – Medley: Fated To Be Mated (Extended Version) / All Of You (Silk Stockings (original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video l7whwYloj6M · row l7whwYloj6M

LAION-DISCO-12M

Nice Work If You Can Get It

Listed as Fred Astaire With Ray Noble & His Orchestra – Nice Work If You Can Get It (101 Hits Of The Thirties) · Watch on YouTube

youtube_video lJB5ds9-k_s · row lJB5ds9-k_s

LAION-DISCO-12M

Something's Gotta Give

Listed as Fred Astaire – Something's Gotta Give (Fred Astaire's Finest Hour) · Watch on YouTube

youtube_video mVynecCqxTc · row mVynecCqxTc

LAION-DISCO-12M

Steppin' Out With My Baby

Listed as Fred Astaire – Steppin' Out With My Baby (Easter Parade (Original Film Soundtrack)) · Watch on YouTube

youtube_video nOOmghHvyFs · row nOOmghHvyFs

LAION-DISCO-12M

Puttin' On the Ritz

Listed as Fred Astaire – Puttin' On the Ritz (Hollywood Legend) · Watch on YouTube

youtube_video nUHXqgI753w · row nUHXqgI753w

LAION-DISCO-12M

"Let's Dance" Main Title; Can't Stop Talking

Listed as Betty Hutton and Fred Astaire, Fred Astaire – "Let's Dance" Main Title; Can't Stop Talking (Frank Loesser In Hollywood) · Watch on YouTube

youtube_video osOcuhNnV1c · row osOcuhNnV1c

LAION-DISCO-12M

Cheek to Cheek

Listed as Fred Astaire – Cheek to Cheek (Les congés payés (24 titres et actualités)) · Watch on YouTube

youtube_video qvLmQOISbiU · row qvLmQOISbiU

LAION-DISCO-12M

Fascination Rhythm

Listed as Fred Astaire, Adele Astaire – Fascination Rhythm (The Broadway Musical 60 Songs (1918-1946)) · Watch on YouTube

youtube_video rN6O0icEUHk · row rN6O0icEUHk

LAION-DISCO-12M

Dancing in the Dark: New Sun In The Sky

Listed as Fred Astaire – Dancing in the Dark: New Sun In The Sky (Astaire, Fred: Night and Day (1931-1933)) · Watch on YouTube

youtube_video tQqHD6-yMGc · row tQqHD6-yMGc

LAION-DISCO-12M

How Long Has This Been Going On?

Listed as Fred Astaire, Audrey Hepburn – How Long Has This Been Going On? (Funny Face (Original Motion Picture Soundtrack) [Bonus Track Version]) · Watch on YouTube

youtube_video v8BbtElRSmw · row v8BbtElRSmw

LAION-DISCO-12M

Top Hat, White Tie and Tails

Listed as Fred Astaire – Top Hat, White Tie and Tails (Let's Face the Music and Dance) · Watch on YouTube

youtube_video wSATHvNF4ng · row wSATHvNF4ng

LAION-DISCO-12M

They Can't Take That Away from Me

Listed as Fred Astaire – They Can't Take That Away from Me (Art Deco Series: This Is Art Deco) · Watch on YouTube

youtube_video waiglwBj6dg · row waiglwBj6dg

LAION-DISCO-12M

Happy Easter

Listed as Fred Astaire, MGM Studio Chorus – Happy Easter (Irving Berlin's Easter Parade (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video x4J2ks6HiQM · row x4J2ks6HiQM

LAION-DISCO-12M

Singing In the Rain

Listed as Fred Astaire – Singing In the Rain (70 Best Songs Ever (Pop, Rock 'n' Roll, Twist, Love Songs, Jazz, Ballads, from the Best Voices of All Time)) · Watch on YouTube

youtube_video yrw1O1CAtV4 · row yrw1O1CAtV4

LAION-DISCO-12M

Basal Metabolism

Listed as Fred Astaire – Basal Metabolism (Funny Face (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video zy4T3W8CzP8 · row zy4T3W8CzP8

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.