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 Poppies (From "Easter Parade"), We're Off To See The Wizard (Trio), Look For The Silver Lining

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.

Poppies (From "Easter Parade")

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

youtube_video -UG7-GOAgs0 · row -UG7-GOAgs0

LAION-DISCO-12M

We're Off To See The Wizard (Trio)

Listed as Judy Garland, Ray Bolger, Buddy Ebsen – We're Off To See The Wizard (Trio) (The Wizard of Oz (Original Motion Picture Soundtrack) (Deluxe Edition)) · Watch on YouTube

youtube_video -nzPNw7poNA · row -nzPNw7poNA

LAION-DISCO-12M

Look For The Silver Lining

Listed as Judy Garland – Look For The Silver Lining (Till The Clouds Roll By) · Watch on YouTube

youtube_video 0PYI_2fnLgg · row 0PYI_2fnLgg

LAION-DISCO-12M

Do The La Conga

Listed as Judy Garland, Mickey Rooney & Six Hits And A Miss – Do The La Conga (Jewish-American Jazz Icons) · Watch on YouTube

youtube_video 0fANXPCt8QM · row 0fANXPCt8QM

LAION-DISCO-12M

On The Atchison Topeka and The Santa Fe

Listed as Judy Garland – On The Atchison Topeka and The Santa Fe (The Classic CD1) · Watch on YouTube

youtube_video 5p7-hxZIHIo · row 5p7-hxZIHIo

LAION-DISCO-12M

We're Off to See the Wizard

Listed as Judy Garland, Jack Haley, Roy Bolger – We're Off to See the Wizard (The Wizard of Oz - OST) · Watch on YouTube

youtube_video 6PRgCInDf_g · row 6PRgCInDf_g

LAION-DISCO-12M

If I Were King of the Forest (Partial Take) [Alternate Vocal Tag] (Partial Take; Alternate Vocal Tag)

Listed as Bert Lahr, Judy Garland, Ray Bolger, Buddy Ebsen – If I Were King of the Forest (Partial Take) [Alternate Vocal Tag] (Partial Take; Alternate Vocal Tag) (The Wizard of Oz (Original Motion Picture Soundtrack) (Deluxe Edition)) · Watch on YouTube

youtube_video 6vV-5vr2fnU · row 6vV-5vr2fnU

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Glenn Miller Medley (Live)

Listed as Judy Garland, Martha Raye – Glenn Miller Medley (Live) (By Myself (Live)) · Watch on YouTube

youtube_video 7S92_FFCNyg · row 7S92_FFCNyg

LAION-DISCO-12M

If I Were King of the Forest (Alternate Vocal Tag)

Listed as Bert Lahr, Judy Garland, Ray Bolger, Buddy Ebsen – If I Were King of the Forest (Alternate Vocal Tag) (The Wizard of Oz (Original Motion Picture Soundtrack) (Deluxe Edition)) · Watch on YouTube

youtube_video 7dkuexq3ask · row 7dkuexq3ask

LAION-DISCO-12M

Singin' In The Rain

Listed as Judy Garland – Singin' In The Rain (Astonishing 40ies) · Watch on YouTube

youtube_video 7fiIGg6p4Pg · row 7fiIGg6p4Pg

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While I Dream

Listed as Judy Garland – While I Dream (Oh Carol) · Watch on YouTube

youtube_video 8_lMChLR4ic · row 8_lMChLR4ic

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Mewsette

Listed as Robert Goulet, Judy Garland – Mewsette (Gay Purr-Ee Motion Picture Soundtrack ) · Watch on YouTube

youtube_video 92DkNGgnoOA · row 92DkNGgnoOA

LAION-DISCO-12M

If I Were King of the Forest

Listed as Judy Garland, Ray Bolger, Bert Lahr, Jack Haley – If I Were King of the Forest (The Wizard of Oz) · Watch on YouTube

youtube_video 94MBfVUl6zI · row 94MBfVUl6zI

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I'm Just Wild About Harry

Listed as Judy Garland – I'm Just Wild About Harry (Over The Rainbow) · Watch on YouTube

youtube_video 9hkP2e-6lic · row 9hkP2e-6lic

LAION-DISCO-12M

Hayride (from "The Harvey Girls") [Outtake] [2022 Remaster]

Listed as Judy Garland, Ray Bolger – Hayride (from "The Harvey Girls") [Outtake] [2022 Remaster] (Judy Garland: Recordings from the M-G-M Films (Motion Picture Soundtrack Anthology) (Part 3)) · Watch on YouTube

youtube_video 9zpFGOM7FNs · row 9zpFGOM7FNs

LAION-DISCO-12M

The Man That Got Away (Live At Carnegie Hall/1961)

Listed as Judy Garland – The Man That Got Away (Live At Carnegie Hall/1961) (Judy At Carnegie Hall) · Watch on YouTube

youtube_video B01SprdhOaw · row B01SprdhOaw

LAION-DISCO-12M

San Francisco (feat. Frank Sinatra & Dean Martin)

Listed as Judy Garland – San Francisco (feat. Frank Sinatra & Dean Martin) (The Judy Garland Shows) · Watch on YouTube

youtube_video FUuGuBJysLc · row FUuGuBJysLc

LAION-DISCO-12M

We're Off To See The Wizard

Listed as Judy Garland, Ray Bolger, Jack Haley, The Mgm Studio Orchestra – We're Off To See The Wizard (Original Music from The Wizard Of Oz) · Watch on YouTube

youtube_video Hz5pRX3oQiY · row Hz5pRX3oQiY

LAION-DISCO-12M

Bojangles of Harlem

Listed as Judy Garland, Lucille Bremer – Bojangles of Harlem (Ginger Rogers Meets Fred Astaire, Vol. 1 (Sing Sing Sing)) · Watch on YouTube

youtube_video I1jLY7l45CU · row I1jLY7l45CU

LAION-DISCO-12M

Zing

Listed as Judy Garland – Zing (American Jazz) · Watch on YouTube

youtube_video JGutxeoF6RM · row JGutxeoF6RM

LAION-DISCO-12M

We're Off to See the Wizard

Listed as Judy Garland, Jack Haley, Ray Bolger – We're Off to See the Wizard (The Wizard of Oz) · Watch on YouTube

youtube_video KPn7L-v46nw · row KPn7L-v46nw

LAION-DISCO-12M

Overture: The Trolley Song/Over The Rainbow/The Man That Got Away (Medley) (Live At Carnegie Hall/1961)

Listed as Judy Garland – Overture: The Trolley Song/Over The Rainbow/The Man That Got Away (Medley) (Live At Carnegie Hall/1961) (Judy At Carnegie Hall) · Watch on YouTube

youtube_video KcYPgcseAW0 · row KcYPgcseAW0

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Lazy

Listed as Judy Garland – Lazy (1+1 Marilyn Monroe + Judy Garland) · Watch on YouTube

youtube_video LUlND97vPaQ · row LUlND97vPaQ

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Leaving Munchkinland (From "Easter Parade")

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

youtube_video MtQDUHL2F1U · row MtQDUHL2F1U

LAION-DISCO-12M

Lucky Day

Listed as Judy Garland – Lucky Day (Judy) · Watch on YouTube

youtube_video PgUVMZFo5BY · row PgUVMZFo5BY

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Follow the Yellow Brick Road (From the Wizard of Oz)

Listed as Judy Garland, Ray Bolger, Bert Lahr, Jack Haley – Follow the Yellow Brick Road (From the Wizard of Oz) (Songs from Musicals) · Watch on YouTube

youtube_video RNC4wBnrnHw · row RNC4wBnrnHw

LAION-DISCO-12M

It's All For You - Live

Listed as Judy Garland – It's All For You - Live (Judy Garland Selected Hits) · Watch on YouTube

youtube_video TkWfeddSdXE · row TkWfeddSdXE

LAION-DISCO-12M

We're Off to See the Wizard

Listed as Judy Garland, Ray Bolger, Buddy Ebsen, Bert Lahr – We're Off to See the Wizard (The Wizard of Oz (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video UPMjxOWTuRY · row UPMjxOWTuRY

LAION-DISCO-12M

Somewhere Over the Rainbow

Listed as Judy Garland, Ray Bolger, Bert Lahr, Jack Haley – Somewhere Over the Rainbow (The Wizard of Oz) · Watch on YouTube

youtube_video bE1uxW-AnPA · row bE1uxW-AnPA

LAION-DISCO-12M

If I Only Had a Heart

Listed as Judy Garland, Ray Bolger, Bert Lahr, Jack Haley – If I Only Had a Heart (The Wizard of Oz) · Watch on YouTube

youtube_video bJosv7Eb5Y0 · row bJosv7Eb5Y0

LAION-DISCO-12M

Skip to My Lou

Listed as Judy Garland – Skip to My Lou (Girl Crazy & Meet Me In Saint Louis (MGM 1943-1944)) · Watch on YouTube

youtube_video bZk8u8NCvMs · row bZk8u8NCvMs

LAION-DISCO-12M

Good Fairy Vanishes (From "Easter Parade")

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

youtube_video ekltz_BzfAs · row ekltz_BzfAs

LAION-DISCO-12M

Good Morning (Babes In Arms 1939)

Listed as Judy Garland, Mickey Rooney – Good Morning (Babes In Arms 1939) (Hollywood 1927-1950 - Le Plus Grand Thèmes Chantés Du Cinéma) · Watch on YouTube

youtube_video f3Cl0rqoBUY · row f3Cl0rqoBUY

LAION-DISCO-12M

The Man That Got Away (Live)

Listed as Judy Garland – The Man That Got Away (Live) (Presenting Judy Garland) · Watch on YouTube

youtube_video gXvDTg8Z7Zc · row gXvDTg8Z7Zc

LAION-DISCO-12M

Medley: Almost Like Being in Love / This Can't Be Love

Listed as Judy Garland – Medley: Almost Like Being in Love / This Can't Be Love (That's Entertainment) · Watch on YouTube

youtube_video h6Yv7cCP8pw · row h6Yv7cCP8pw

LAION-DISCO-12M

It's Great Day for the Irish (From "Little Nellie Kelly")

Listed as Judy Garland – It's Great Day for the Irish (From "Little Nellie Kelly") (Classic Movie Hits 1, Vol. 7) · Watch on YouTube

youtube_video hNdJEiOn_HQ · row hNdJEiOn_HQ

LAION-DISCO-12M

I'm Always Chasing Rainbows

Listed as Judy Garland – I'm Always Chasing Rainbows (The Classic CD1) · Watch on YouTube

youtube_video j8Uxu_YSzkc · row j8Uxu_YSzkc

LAION-DISCO-12M

Munchkinland

Listed as Judy Garland, Ray Bolger, Bert Lahr, Jack Haley – Munchkinland (The Wizard of Oz) · Watch on YouTube

youtube_video jIWMSCduvgg · row jIWMSCduvgg

LAION-DISCO-12M

The Boy Next Door

Listed as Judy Garland – The Boy Next Door (Girl Crazy & Meet Me In Saint Louis (MGM 1943-1944)) · Watch on YouTube

youtube_video k-VIGuS0hzg · row k-VIGuS0hzg

LAION-DISCO-12M

If I Only Had the Nerve

Listed as Judy Garland, Ray Bolger, Bert Lahr, Jack Haley – If I Only Had the Nerve (The Wizard of Oz) · Watch on YouTube

youtube_video mLxHJWtHgYA · row mLxHJWtHgYA

LAION-DISCO-12M

We're Off to See the Wizard

Listed as Judy Garland, Ray Bolger – We're Off to See the Wizard (The Wizard of Oz (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video m_Kle9_UE0c · row m_Kle9_UE0c

LAION-DISCO-12M

Over the Rainbow (Original Soundtrack Theme from ''Wizard of Oz'')

Listed as Judy Garland – Over the Rainbow (Original Soundtrack Theme from ''Wizard of Oz'') (Over the Rainbow (Original Soundtrack Theme from ''Wizard of Oz'')) · Watch on YouTube

youtube_video oC62-3bZ9KE · row oC62-3bZ9KE

LAION-DISCO-12M

Never Gonna Dance

Listed as Judy Garland – Never Gonna Dance (Ginger Rogers Meets Fred Astaire, Vol. 1 (Sing Sing Sing)) · Watch on YouTube

youtube_video ph54xOvKm08 · row ph54xOvKm08

LAION-DISCO-12M

Ding-Dong the Witch Is Dead

Listed as Judy Garland, Ray Bolger, Bert Lahr, Jack Haley – Ding-Dong the Witch Is Dead (The Wizard of Oz) · Watch on YouTube

youtube_video qNaTZtqfgzY · row qNaTZtqfgzY

LAION-DISCO-12M

There's No Place Like Home

Listed as Judy Garland, Ray Bolger, Bert Lahr, Jack Haley – There's No Place Like Home (The Wizard of Oz) · Watch on YouTube

youtube_video qSJwlvCS2ts · row qSJwlvCS2ts

LAION-DISCO-12M

Zing! Went the Strings Of My Heart (from "Listen, Darling") (2006 Remaster)

Listed as Judy Garland – Zing! Went the Strings Of My Heart (from "Listen, Darling") (2006 Remaster) (That's Entertainment (The Ultimate Soundtrack Anthology of MGM Musicals) (Part 2)) · Watch on YouTube

youtube_video qsBzcc6ef3M · row qsBzcc6ef3M

LAION-DISCO-12M

If I Were King of the Forest (Extended Version)

Listed as Bert Lahr, Judy Garland, Ray Bolger, Jack Haley – If I Were King of the Forest (Extended Version) (The Wizard of Oz (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video sql5KsLQens · row sql5KsLQens

LAION-DISCO-12M

The Spell (From "Easter Parade")

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

youtube_video u0TN4ZYEDIA · row u0TN4ZYEDIA

LAION-DISCO-12M

I Got Rhythm

Listed as Judy Garland – I Got Rhythm (The Classic CD1) · Watch on YouTube

youtube_video uGT_Vw1YnSE · row uGT_Vw1YnSE

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Meeting the Wizard of Oz

Listed as Judy Garland, Ray Bolger, Bert Lahr, Jack Haley – Meeting the Wizard of Oz (The Wizard of Oz) · Watch on YouTube

youtube_video zZbnlc2d74I · row zZbnlc2d74I

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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.