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 Shall We Dance (Finale) [From "Shall We Dance"], The Piccolino (Top Hat), (I've Got) Beginner's Luck [From "Shall We Dance"]

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.

Shall We Dance (Finale) [From "Shall We Dance"]

Listed as Fred Astaire, Ginger Rogers – Shall We Dance (Finale) [From "Shall We Dance"] (Remastered Musicals: Shall We Dance) · Watch on YouTube

youtube_video 3mdJ08KuIpw · row 3mdJ08KuIpw

LAION-DISCO-12M

The Piccolino (Top Hat)

Listed as Fred Astaire, Leo Reisman & His Orchestra – The Piccolino (Top Hat) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video 4RIQeO1eKGQ · row 4RIQeO1eKGQ

LAION-DISCO-12M

(I've Got) Beginner's Luck [From "Shall We Dance"]

Listed as Fred Astaire, Ginger Rogers – (I've Got) Beginner's Luck [From "Shall We Dance"] (Fred and Ginger in the Movies - Top Hat) · Watch on YouTube

youtube_video 6ezmXInsgRg · row 6ezmXInsgRg

LAION-DISCO-12M

Let's Face the Music and Dance

Listed as Fred Astaire, Ginger Rogers – Let's Face the Music and Dance (Broadway Musicals) · Watch on YouTube

youtube_video 6p8xzy6yhPs · row 6p8xzy6yhPs

LAION-DISCO-12M

Finale (From "Swing Time")

Listed as Fred Astaire, Ginger Rogers – Finale (From "Swing Time") (Fred and Ginger in the Movies - Top Hat) · Watch on YouTube

youtube_video 74OheIuQZ4Y · row 74OheIuQZ4Y

LAION-DISCO-12M

The Waltz in Swing Time (From "Swing Time")

Listed as Fred Astaire, Ginger Rogers – The Waltz in Swing Time (From "Swing Time") (Fred and Ginger in the Movies - Top Hat) · Watch on YouTube

youtube_video Al7ai-_OCZ0 · row Al7ai-_OCZ0

LAION-DISCO-12M

So Near & Yet So Far

Listed as Jazz Philharmonic, Oscar Peterson, Fred Astaire – So Near & Yet So Far (The Platinum Collection - Cole Porter / Easy To Love) · Watch on YouTube

youtube_video CQJVEdsym1k · row CQJVEdsym1k

LAION-DISCO-12M

Things Are Looking Up

Listed as Fred Astaire, Ray Noble & His Orchestra – Things Are Looking Up (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video DuWjtNMjmJQ · row DuWjtNMjmJQ

LAION-DISCO-12M

Cheek to Cheek

Listed as Fred Astaire, Leo Reisman and His Orchestra – Cheek to Cheek (1930's : The Way They Were - Vol.6) · Watch on YouTube

youtube_video G-mtrrOYbIU · row G-mtrrOYbIU

LAION-DISCO-12M

Pick Yourself Up

Listed as Fred Astaire, Ginger Rogers – Pick Yourself Up (Vintage Jazz, Vol. 5) · Watch on YouTube

youtube_video G1sGJQ4e1-E · row G1sGJQ4e1-E

LAION-DISCO-12M

Shall We Dance - Let's Call The Hole Thing Off

Listed as Ginger Rogers, Fred Astaire – Shall We Dance - Let's Call The Hole Thing Off (At RKO With Ginger And Fred Volume 2) · Watch on YouTube

youtube_video GandV_b5H8k · row GandV_b5H8k

LAION-DISCO-12M

Bojangles of Harlem (From "Swing Time")

Listed as Fred Astaire, Ginger Rogers – Bojangles of Harlem (From "Swing Time") (Fred and Ginger in the Movies - Top Hat) · Watch on YouTube

youtube_video HxEUoyL3Obc · row HxEUoyL3Obc

LAION-DISCO-12M

The Way You Look Tonight (From "Swing Time")

Listed as Fred Astaire, Ginger Rogers – The Way You Look Tonight (From "Swing Time") (Fred and Ginger in the Movies - Top Hat) · Watch on YouTube

youtube_video K5N-CXzDB-w · row K5N-CXzDB-w

LAION-DISCO-12M

Carefree (Ouverture)

Listed as Ginger Rogers, Fred Astaire – Carefree (Ouverture) (Ginger & Fred - 40 Songs (The Gay Divorcee & More Musicals)) · Watch on YouTube

youtube_video Knq20rhRJz4 · row Knq20rhRJz4

LAION-DISCO-12M

The Barkleys of Broadway: You'd be Hard to Replace

Listed as Fred Astaire, Ginger Rogers – The Barkleys of Broadway: You'd be Hard to Replace (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 M0aGQrG1TU8 · row M0aGQrG1TU8

LAION-DISCO-12M

The Barkleys of Broadway: They can't take that away from me

Listed as Fred Astaire, Ginger Rogers – The Barkleys of Broadway: They can't take that away from me (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 MX2ueydxGBg · row MX2ueydxGBg

LAION-DISCO-12M

Daddy Long Legs: Something's Got To Give (From "Daddy Long Legs")

Listed as Fred Astaire, Marilyn Monroe – Daddy Long Legs: Something's Got To Give (From "Daddy Long Legs") (Marilyn Monroe) · Watch on YouTube

youtube_video N4oc3BKwIJE · row N4oc3BKwIJE

LAION-DISCO-12M

Roberta (film version): I Won't Dance

Listed as Fred Astaire, Ginger Rogers – Roberta (film version): I Won't Dance (Kern: The Song Is You (1925-1945)) · Watch on YouTube

youtube_video N614prPUmQ4 · row N614prPUmQ4

LAION-DISCO-12M

The Gold Digger's Song

Listed as Fred Astaire, Leo Reisman – The Gold Digger's Song (Fascinating Rhythm) · Watch on YouTube

youtube_video O6ekOVLhD7I · row O6ekOVLhD7I

LAION-DISCO-12M

The Piccolino (From "Top Hat")

Listed as Fred Astaire, Ginger Rogers – The Piccolino (From "Top Hat") (Fred and Ginger in the Movies - Top Hat) · Watch on YouTube

youtube_video Pgb9bOM68f4 · row Pgb9bOM68f4

LAION-DISCO-12M

No Strings

Listed as Fred Astaire, Leo Reisman – No Strings (Fascinating Rhythm) · Watch on YouTube

youtube_video QXsTs0HFoDA · row QXsTs0HFoDA

LAION-DISCO-12M

The Gay Divorcee (Ouverture)

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

youtube_video SZFoh6KrE6U · row SZFoh6KrE6U

LAION-DISCO-12M

The Yam (From "Carefree")

Listed as Ginger Rogers & Fred Astaire, Ginger Rogers – The Yam (From "Carefree") (Classic Movie Hits 1, Vol. 7) · Watch on YouTube

youtube_video SgHeqBBwb-k · row SgHeqBBwb-k

LAION-DISCO-12M

Isnt This a Lovely Day (To Be Caught In the Rain?) (Top Hat)

Listed as Fred Astaire, Ginger Rogers – Isnt This a Lovely Day (To Be Caught In the Rain?) (Top Hat) (Ginger Rogers Meets Fred Astaire, Vol. 2) · Watch on YouTube

youtube_video TfGRf3flMp4 · row TfGRf3flMp4

LAION-DISCO-12M

Final

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

youtube_video UtmAd9Kez7s · row UtmAd9Kez7s

LAION-DISCO-12M

No Strings (Top Hat)

Listed as Fred Astaire, Leo Reisman & His Orchestra – No Strings (Top Hat) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video VR_-AQKWkl4 · row VR_-AQKWkl4

LAION-DISCO-12M

Pick Yourself Up (From "Swing Time")

Listed as Fred Astaire, Ginger Rogers – Pick Yourself Up (From "Swing Time") (Fred and Ginger in the Movies - Top Hat) · Watch on YouTube

youtube_video W4tM9RCbXhE · row W4tM9RCbXhE

LAION-DISCO-12M

Night and Day

Listed as Fred Astaire, Leo Reisman & His Orchestra – Night and Day (Cole Porter: The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video YRMSVNw-bqE · row YRMSVNw-bqE

LAION-DISCO-12M

Cheek To Cheek (Top Hat)

Listed as Fred Astaire, Leo Reisman & His Orchestra – Cheek To Cheek (Top Hat) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video _cwOKoVEfbk · row _cwOKoVEfbk

LAION-DISCO-12M

Night and Day

Listed as Fred Astaire, Leo Reisman – Night and Day (From This Moment On) · Watch on YouTube

youtube_video ag0CgR3DyQ8 · row ag0CgR3DyQ8

LAION-DISCO-12M

I'm Fancy Free (From "Top Hat")

Listed as Fred Astaire, Ginger Rogers – I'm Fancy Free (From "Top Hat") (Films and Songs of Wartimes 1935-1945) · Watch on YouTube

youtube_video bFI7rAfm9zE · row bFI7rAfm9zE

LAION-DISCO-12M

A Fine Romance

Listed as Fred Astaire, Ginger Rogers – A Fine Romance (Follow The Fleet & Swingtime) · Watch on YouTube

youtube_video eAkXHvik5Uw · row eAkXHvik5Uw

LAION-DISCO-12M

Night and Day

Listed as Fred Astaire, Leo Reisman – Night and Day (Magical Musicals) · Watch on YouTube

youtube_video edPGPCIRzsk · row edPGPCIRzsk

LAION-DISCO-12M

Shall We Dance Finale

Listed as Ginger Rogers, Fred Astaire – Shall We Dance Finale (Top Hat and Shall We Dance, Double Bill Soundtrack) · Watch on YouTube

youtube_video ht8juG1EibA · row ht8juG1EibA

LAION-DISCO-12M

Never Gonna Dance (From "Swing Time")

Listed as Fred Astaire, Ginger Rogers – Never Gonna Dance (From "Swing Time") (Fred and Ginger in the Movies - Top Hat) · Watch on YouTube

youtube_video iMGkabXxFtE · row iMGkabXxFtE

LAION-DISCO-12M

Cheek to Cheek (From "Top Hat")

Listed as Fred Astaire, Ginger Rogers – Cheek to Cheek (From "Top Hat") (It's the Same Old Dream: Original Music from Classic Movies) · Watch on YouTube

youtube_video iproJdReSYE · row iproJdReSYE

LAION-DISCO-12M

They All Laughed (From "Shall We Dance")

Listed as Fred Astaire, Ginger Rogers – They All Laughed (From "Shall We Dance") (Fred and Ginger in the Movies - Top Hat) · Watch on YouTube

youtube_video j7Ak_y8wtHc · row j7Ak_y8wtHc

LAION-DISCO-12M

My One and Only Highland Fling

Listed as Fred Astaire, Ginger Rogers – My One and Only Highland Fling (The Barkleys of Broadway (O.S.T - 1949)) · Watch on YouTube

youtube_video k-5vgzuADEY · row k-5vgzuADEY

LAION-DISCO-12M

This Year's Kisses

Listed as Fred Astaire, Ginger Rogers – This Year's Kisses (The Good Times, Vol. 3) · Watch on YouTube

youtube_video kmCJBsQUNco · row kmCJBsQUNco

LAION-DISCO-12M

A Needle in a Haystack (From "The Gay Divorcee")

Listed as Fred Astaire, Ginger Rogers – A Needle in a Haystack (From "The Gay Divorcee") (Fred and Ginger in the Movies - Top Hat) · Watch on YouTube

youtube_video lEEIm4xDV5U · row lEEIm4xDV5U

LAION-DISCO-12M

Main Title & Happy Easter

Listed as MGM Studio Orchestra, Fred Astaire, Mel Tones, Cast – Main Title & Happy Easter (Easter Parade) · Watch on YouTube

youtube_video lltEq3bxcB8 · row lltEq3bxcB8

LAION-DISCO-12M

Shall We Dance (Ouverture)

Listed as Ginger Rogers, Fred Astaire – Shall We Dance (Ouverture) (Ginger & Fred - 40 Songs (The Gay Divorcee & More Musicals)) · Watch on YouTube

youtube_video ou0Kd65xFhw · row ou0Kd65xFhw

LAION-DISCO-12M

No Strings (From "Top Hat")

Listed as Fred Astaire, Ginger Rogers – No Strings (From "Top Hat") (Fred and Ginger in the Movies - Top Hat) · Watch on YouTube

youtube_video pMw4_OsrNK4 · row pMw4_OsrNK4

LAION-DISCO-12M

The Barkleys of Broadway: My One and Only Highland Fling

Listed as Fred Astaire, Ginger Rogers – The Barkleys of Broadway: My One and Only Highland Fling (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 qDJC6BJBYV4 · row qDJC6BJBYV4

LAION-DISCO-12M

Swing Time (Ouverture)

Listed as Ginger Rogers, Fred Astaire – Swing Time (Ouverture) (Ginger & Fred - 40 Songs (The Gay Divorcee & More Musicals)) · Watch on YouTube

youtube_video rYIGz0Iv-ME · row rYIGz0Iv-ME

LAION-DISCO-12M

Follow the Fleet-We Saw the Sea

Listed as Ginger Rogers, Fred Astaire – Follow the Fleet-We Saw the Sea (Ginger & Fred - 40 Songs (The Gay Divorcee & More Musicals)) · Watch on YouTube

youtube_video sI7E6gia_Yg · row sI7E6gia_Yg

LAION-DISCO-12M

Cheek to Cheek

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

youtube_video tEqOqD2cUko · row tEqOqD2cUko

LAION-DISCO-12M

Waltz In Swing Time

Listed as Ginger Rogers, Fred Astaire – Waltz In Swing Time (Ginger & Fred - 40 Songs (The Gay Divorcee & More Musicals)) · Watch on YouTube

youtube_video wJF1KzXSkQs · row wJF1KzXSkQs

LAION-DISCO-12M

Shall We Dance (Finale) [From "Shall We Dance"]

Listed as Fred Astaire, Ginger Rogers – Shall We Dance (Finale) [From "Shall We Dance"] (Fred and Ginger in the Movies - Top Hat) · Watch on YouTube

youtube_video ycTeXidQXsU · row ycTeXidQXsU

LAION-DISCO-12M

Top Hat, White Tie and Tails

Listed as Fred Astaire, Ginger Rogers – Top Hat, White Tie and Tails (The Music Goes Round And Around) · Watch on YouTube

youtube_video zepWOEdjdlM · row zepWOEdjdlM

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.