Yes. Judy Garland has 300 songs listed in a dataset used to train AI music models.

Used for training 300

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 The Money Cat, Zing! Went the Strings of My Heart (Remastered, from Listen Darling), Anything You Can Do

Listed under the artist name 300 songs in LAION-DISCO-12M

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

The Money Cat

Listed as Judy Garland – The Money Cat (Gay Purr-Ee (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 0y_w0l84WOs · row 0y_w0l84WOs

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Zing! Went the Strings of My Heart (Remastered, from Listen Darling)

Listed as Judy Garland – Zing! Went the Strings of My Heart (Remastered, from Listen Darling) (The Ultimate Queens of Jazz, Vol. 1) · Watch on YouTube

youtube_video 2zDMbnv7yiU · row 2zDMbnv7yiU

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Anything You Can Do

Listed as Judy Garland – Anything You Can Do (Life Upon the Wicked Stage) · Watch on YouTube

youtube_video 4ABn_HEtqow · row 4ABn_HEtqow

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But Not for Me

Listed as Judy Garland – But Not for Me (George Gershwin: A Century of Glory 1898-1998) · Watch on YouTube

youtube_video 6qlPLdAuOuY · row 6qlPLdAuOuY

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Smile (Live)

Listed as Judy Garland – Smile (Live) (Over The Rainbow) · Watch on YouTube

youtube_video 910Tm67zHI8 · row 910Tm67zHI8

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Delirious Escape (From "Easter Parade")

Listed as Judy Garland – Delirious Escape (From "Easter Parade") (Legendary Film Music Classics Judy Garland Vol.2) · Watch on YouTube

youtube_video B3Y7mlmtXuU · row B3Y7mlmtXuU

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That's Entertainment!

Listed as Judy Garland – That's Entertainment! (That's Entertainment!) · Watch on YouTube

youtube_video Dem_RViTGqg · row Dem_RViTGqg

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Have Yourserlf a Merry Little Christmas

Listed as Judy Garland – Have Yourserlf a Merry Little Christmas (Presenting Judy Garland) · Watch on YouTube

youtube_video Dqx9MYAXr6s · row Dqx9MYAXr6s

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Battle Hymn Of The Republic (Live)

Listed as Judy Garland – Battle Hymn Of The Republic (Live) (That Old Feeling: Classic Ballads From The Judy Garland Show (Live)) · Watch on YouTube

youtube_video E0d9xc9HKRo · row E0d9xc9HKRo

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The Walk

Listed as Judy Garland – The Walk (The Walk) · Watch on YouTube

youtube_video EcKo24BwMx4 · row EcKo24BwMx4

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Munchkinland (From "Easter Parade")

Listed as Judy Garland – Munchkinland (From "Easter Parade") (Legendary Film Music Classics Judy Garland Vol.2) · Watch on YouTube

youtube_video GGTMPahNiqc · row GGTMPahNiqc

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Hello Bluebird

Listed as Judy Garland – Hello Bluebird (I Could Go On Singing) · Watch on YouTube

youtube_video H65qCI__eIA · row H65qCI__eIA

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The Cornfield (From "Easter Parade")

Listed as Judy Garland – The Cornfield (From "Easter Parade") (Legendary Film Music Classics Judy Garland Vol.2) · Watch on YouTube

youtube_video H6v1AROTvQk · row H6v1AROTvQk

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Have Yourself A Merry Little Christmas

Listed as Judy Garland – Have Yourself A Merry Little Christmas (Christmas With The Stars (Volume 2)) · Watch on YouTube

youtube_video Hpf5WroiX1o · row Hpf5WroiX1o

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Over the Rainbow

Listed as Judy Garland – Over the Rainbow (100 Years of Cinema) · Watch on YouTube

youtube_video HxmSQ-VB7NM · row HxmSQ-VB7NM

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When You're Smiling (The Whole World Smiles With You) (Live At Carnegie Hall/1961)

Listed as Judy Garland – When You're Smiling (The Whole World Smiles With You) (Live At Carnegie Hall/1961) (Judy At Carnegie Hall) · Watch on YouTube

youtube_video Jc1C4Pw6rxo · row Jc1C4Pw6rxo

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The Merry Land of Oz

Listed as Judy Garland – The Merry Land of Oz (Pigskin Parade & The Wizard of Oz (1936 & 1939)) · Watch on YouTube

youtube_video KD6ALMmudKs · row KD6ALMmudKs

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Moon River

Listed as Judy Garland – Moon River (Mellow Jazz) · Watch on YouTube

youtube_video PLGCXXEXtGA · row PLGCXXEXtGA

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Smile

Listed as Judy Garland – Smile (A Celebration: Classic & Collectable Performances) · Watch on YouTube

youtube_video RW0XHsQjRyM · row RW0XHsQjRyM

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Come Rain, Come Shine

Listed as Judy Garland – Come Rain, Come Shine (Sophisticated Ladies I) · Watch on YouTube

youtube_video R_C_CX_NVeo · row R_C_CX_NVeo

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Come Rain Or Come Shine

Listed as Judy Garland – Come Rain Or Come Shine (Judy) · Watch on YouTube

youtube_video T2bazMDYLvY · row T2bazMDYLvY

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Hooray For Love Medley (Live)

Listed as Judy Garland, Barbra Streisand – Hooray For Love Medley (Live) (By Myself (Live)) · Watch on YouTube

youtube_video TQbGpx2rBJQ · row TQbGpx2rBJQ

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Ding Dong the Witch Is Dead

Listed as Judy Garland – Ding Dong the Witch Is Dead (Ding Dong the Witch Is Dead) · Watch on YouTube

youtube_video UMk6mWz4juo · row UMk6mWz4juo

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I Don't Care

Listed as Judy Garland, Lennie Hayton Orchestra – I Don't Care (In the Good Old Summertime (O.S.T - 1949)) · Watch on YouTube

youtube_video VnbEbEIbY8o · row VnbEbEIbY8o

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Happy New Year

Listed as Judy Garland – Happy New Year (99+ Christmas Divas) · Watch on YouTube

youtube_video XkJu_RXXqoU · row XkJu_RXXqoU

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By Myself (1995 Digital Remaster)

Listed as Judy Garland – By Myself (1995 Digital Remaster) (I Could Go On Singing) · Watch on YouTube

youtube_video Y_KMp-zZmRA · row Y_KMp-zZmRA

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Thanks for the Memory (From "The Big Broadcast of 1938")

Listed as Judy Garland – Thanks for the Memory (From "The Big Broadcast of 1938") (1930 Historic Collection, Vol. 2) · Watch on YouTube

youtube_video YfJpSe96ac8 · row YfJpSe96ac8

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You Made Me Love You

Listed as Judy Garland – You Made Me Love You (The Passing of An Era (Vol 2)) · Watch on YouTube

youtube_video ZRiqNW_gY5s · row ZRiqNW_gY5s

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Where Have You Been All My Life

Listed as Judy Garland – Where Have You Been All My Life (The Pigeon) · Watch on YouTube

youtube_video _Ts315VoXE4 · row _Ts315VoXE4

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Just in Time (Live)

Listed as Judy Garland – Just in Time (Live) (Stormy Weather) · Watch on YouTube

youtube_video alFySB-9uQ4 · row alFySB-9uQ4

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Under the Bamboo Tree

Listed as Judy Garland, Margaret O'Brien – Under the Bamboo Tree (50 Classic American Artists) · Watch on YouTube

youtube_video axkRAbpDMs0 · row axkRAbpDMs0

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The Birthday Of A King

Listed as Judy Garland – The Birthday Of A King (Platinum Masters) · Watch on YouTube

youtube_video dR8eZrAUuCw · row dR8eZrAUuCw

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Rock-A-Bye Your Baby With a Dixie Melody (feat. Frank Sinatra & Dean Martin)

Listed as Judy Garland – Rock-A-Bye Your Baby With a Dixie Melody (feat. Frank Sinatra & Dean Martin) (The Judy Garland Shows) · Watch on YouTube

youtube_video f3glmRz12Ys · row f3glmRz12Ys

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Danny Boy

Listed as Judy Garland – Danny Boy (Miss Show Business) · Watch on YouTube

youtube_video fFCt4dDZHlo · row fFCt4dDZHlo

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Puttin' On The Ritz

Listed as Judy Garland – Puttin' On The Ritz (That's Entertainment!) · Watch on YouTube

youtube_video hUMd5_KtF0o · row hUMd5_KtF0o

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Embraceable You

Listed as Judy Garland – Embraceable You (Presenting Judy Garland) · Watch on YouTube

youtube_video jODoMyYxCU8 · row jODoMyYxCU8

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I`m Always Chasing Rainbows (From `Ziegfeld Girl`)

Listed as Judy Garland – I`m Always Chasing Rainbows (From `Ziegfeld Girl`) (Meet Me In St. Louis) · Watch on YouTube

youtube_video mCdEV3V4osE · row mCdEV3V4osE

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March Of the Winkies (From "Easter Parade")

Listed as Judy Garland – March Of the Winkies (From "Easter Parade") (Legendary Film Music Classics Judy Garland Vol.2) · Watch on YouTube

youtube_video mYHGrjeRi88 · row mYHGrjeRi88

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The Trolley Song

Listed as Judy Garland – The Trolley Song (Meet Me In St. Louis) · Watch on YouTube

youtube_video p6O7g4XnTN8 · row p6O7g4XnTN8

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The Lady Is A Tramp, From: "Words And Music"

Listed as Judy Garland, Lena Horne, Lennie Hayton And His Orchestra – The Lady Is A Tramp, From: "Words And Music" (Vintage Music No. 119 - LP: Judy Garland) · Watch on YouTube

youtube_video pI3MI_dKbSk · row pI3MI_dKbSk

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You'll Never Walk Alone (1994 Digital Remaster)

Listed as Judy Garland – You'll Never Walk Alone (1994 Digital Remaster) (The Garland Touch) · Watch on YouTube

youtube_video pqHhkpFjlgU · row pqHhkpFjlgU

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Over The Rainbow

Listed as Judy Garland – Over The Rainbow (Judy At Carnegie Hall (Digitally Re-mastered)) · Watch on YouTube

youtube_video q9OqgCK35Fg · row q9OqgCK35Fg

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Threatening Witch (From "Easter Parade")

Listed as Judy Garland – Threatening Witch (From "Easter Parade") (Legendary Film Music Classics Judy Garland Vol.2) · Watch on YouTube

youtube_video qHrNv8J-Wyk · row qHrNv8J-Wyk

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Im Not a Witch (Remastered, Instrumental)

Listed as Judy Garland – Im Not a Witch (Remastered, Instrumental) (The Spell) · Watch on YouTube

youtube_video qm52AVN-wNk · row qm52AVN-wNk

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Over the Rainbow Reprise (Alternate Take)

Listed as Judy Garland – Over the Rainbow Reprise (Alternate Take) (The Wizard of Oz - Deluxe Edition!) · Watch on YouTube

youtube_video r92qGjASaHs · row r92qGjASaHs

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Over the Rainbow (1943 Broadcast Version)

Listed as Judy Garland – Over the Rainbow (1943 Broadcast Version) (Sings Harold Arlen) · Watch on YouTube

youtube_video rLDK1VXRJ7Q · row rLDK1VXRJ7Q

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Meet Me In St. Louis

Listed as Judy Garland – Meet Me In St. Louis (Meet Me In St. Louis) · Watch on YouTube

youtube_video riYAtGtM4tk · row riYAtGtM4tk

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Chapter3

Listed as Judy Garland – Chapter3 (Judy Garland Live) · Watch on YouTube

youtube_video uHsp9WnWiVc · row uHsp9WnWiVc

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Over The Rainbow

Listed as Judy Garland – Over The Rainbow (Miss Show Business) · Watch on YouTube

youtube_video vcKp-bCLQYQ · row vcKp-bCLQYQ

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We Could Make Such Beautiful Music Together-The Best Is Yet To Come

Listed as Judy Garland, Liza Minnelli – We Could Make Such Beautiful Music Together-The Best Is Yet To Come (Duets) · Watch on YouTube

youtube_video xSbUfarWNso · row xSbUfarWNso

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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.