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 Main Title (From "Easter Parade"), Rain Or Come Shine, Singin' in the Rain (From "Little Nellie Kelly")

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.

Main Title (From "Easter Parade")

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

youtube_video -9a2sCStoHQ · row -9a2sCStoHQ

LAION-DISCO-12M

Rain Or Come Shine

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

youtube_video 0WDffQhDNms · row 0WDffQhDNms

LAION-DISCO-12M

Singin' in the Rain (From "Little Nellie Kelly")

Listed as Jimmy Durante, Gene Kelly, Judy Garland – Singin' in the Rain (From "Little Nellie Kelly") (100 Broadway Classics) · Watch on YouTube

youtube_video 14Ddll9daHo · row 14Ddll9daHo

LAION-DISCO-12M

The Man That Got Away

Listed as Judy Garland – The Man That Got Away (Art Deco Series: This Is Art Deco) · Watch on YouTube

youtube_video 1JnQJq81juI · row 1JnQJq81juI

LAION-DISCO-12M

If I Were King Of The Forest (From "The Wizard Of Oz")

Listed as Judy Garland And Jack Haley And Ray Bolger And The Mgm Studio Orchestra And Chorus, Jack Haley, Ray Bolger, MGM Studio Orchestra And Chorus – If I Were King Of The Forest (From "The Wizard Of Oz") (Music from The Wizard of Oz and Other Hollywood Musical Greats, Vol. 3) · Watch on YouTube

youtube_video 2E0yHZsySmY · row 2E0yHZsySmY

LAION-DISCO-12M

I Left My Heart In San Francisco medley

Listed as Judy Garland, Tony Bennett – I Left My Heart In San Francisco medley (Duets) · Watch on YouTube

youtube_video 4DhwhGTYQ7U · row 4DhwhGTYQ7U

LAION-DISCO-12M

Optimistic Voices (From "Easter Parade")

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

youtube_video 4PNH4mNw3m0 · row 4PNH4mNw3m0

LAION-DISCO-12M

If I Only Had the Nerve

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

youtube_video 59FHZRn_DUI · row 59FHZRn_DUI

LAION-DISCO-12M

Mood Indigo

Listed as Judy Garland – Mood Indigo (Gospel Blues Beats) · Watch on YouTube

youtube_video 62KVYT9h2Do · row 62KVYT9h2Do

LAION-DISCO-12M

As Long As He Needs Me (Live)

Listed as Judy Garland – As Long As He Needs Me (Live) (That Old Feeling: Classic Ballads From The Judy Garland Show (Live)) · Watch on YouTube

youtube_video 6q7FV4Blvyk · row 6q7FV4Blvyk

LAION-DISCO-12M

Western Movies

Listed as Judy Garland – Western Movies (When We Get Married) · Watch on YouTube

youtube_video Aem9u5sQ-MI · row Aem9u5sQ-MI

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Ol' Man River (Live)

Listed as Judy Garland – Ol' Man River (Live) (Two of a Kind: Judy Garland & Eartha Kitt) · Watch on YouTube

youtube_video BLAoA5kb6NA · row BLAoA5kb6NA

LAION-DISCO-12M

Easter Parade

Listed as Judy Garland – Easter Parade (Pure Gold - Judy Garland, Vol. 2) · Watch on YouTube

youtube_video GXCN2UJdBE0 · row GXCN2UJdBE0

LAION-DISCO-12M

Let's Face the Music and Dance

Listed as Judy Garland, Lucille Bremer – Let's Face the Music and Dance (Ginger Rogers Meets Fred Astaire, Vol. 1 (Sing Sing Sing)) · Watch on YouTube

youtube_video GvHk6fJjIW4 · row GvHk6fJjIW4

LAION-DISCO-12M

Get Happy

Listed as Judy Garland – Get Happy (Presenting Judy Garland) · Watch on YouTube

youtube_video IXe2-HxN5OE · row IXe2-HxN5OE

LAION-DISCO-12M

Fly Me To The Moon

Listed as Judy Garland – Fly Me To The Moon (Valentine The Dolls) · Watch on YouTube

youtube_video J453syjbQ5U · row J453syjbQ5U

LAION-DISCO-12M

We're Off to See the Wizard

Listed as Judy Garland – We're Off to See the Wizard (Presenting Judy Garland) · Watch on YouTube

youtube_video JYV-j-8_6p0 · row JYV-j-8_6p0

LAION-DISCO-12M

On the Atchison, Topeka, and the Santa Fe (The Harvey Girls)

Listed as Judy Garland – On the Atchison, Topeka, and the Santa Fe (The Harvey Girls) (Movie Themes, Vol. 28 (Greatest Movie Melodies)) · Watch on YouTube

youtube_video K49aL-m5lOI · row K49aL-m5lOI

LAION-DISCO-12M

Ding Dong! Emerald City (From "Easter Parade")

Listed as Judy Garland – Ding Dong! Emerald City (From "Easter Parade") (Legendary Film Music Classics Judy Garland Vol.2) · Watch on YouTube

youtube_video KwBIh-tvE8U · row KwBIh-tvE8U

LAION-DISCO-12M

Follow the Yellow Brick Road

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

youtube_video O8riNlmkTAY · row O8riNlmkTAY

LAION-DISCO-12M

Have Yourself a Merry Little Christmas

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

youtube_video PqM8gz-c1Fk · row PqM8gz-c1Fk

LAION-DISCO-12M

If I Only Had A Heart (From "The Wizard Of Oz")

Listed as Judy Garland, Jack Haley, MGM Studio Orchestra And Chorus – If I Only Had A Heart (From "The Wizard Of Oz") (Music from The Wizard of Oz and Other Hollywood Musical Greats, Vol. 3) · Watch on YouTube

youtube_video PuEgAK9V9Rc · row PuEgAK9V9Rc

LAION-DISCO-12M

Good Morning

Listed as Judy Garland – Good Morning (Classroom Gossip) · Watch on YouTube

youtube_video TvTZNw9IGzs · row TvTZNw9IGzs

LAION-DISCO-12M

If I Only Had a Heart

Listed as Judy Garland – If I Only Had a Heart (Presenting Judy Garland) · Watch on YouTube

youtube_video VQUbAzSM6z4 · row VQUbAzSM6z4

LAION-DISCO-12M

Toto Brings News / Over the Rainbow Reprise (Extended Version / Outtake)

Listed as Judy Garland, MGM Studio Orchestra – Toto Brings News / Over the Rainbow Reprise (Extended Version / Outtake) (The Wizard of Oz (Original Motion Picture Soundtrack) (Deluxe Edition)) · Watch on YouTube

youtube_video VX4wKlwfZps · row VX4wKlwfZps

LAION-DISCO-12M

My Heart Belongs to Daddy

Listed as Marilyn Monroe, Judy Garland – My Heart Belongs to Daddy (1+1 Marilyn Monroe + Judy Garland) · Watch on YouTube

youtube_video WrD3OCrENd4 · row WrD3OCrENd4

LAION-DISCO-12M

Over the Rainbow

Listed as Judy Garland – Over the Rainbow (Presenting Judy Garland) · Watch on YouTube

youtube_video YdvV-uKef_A · row YdvV-uKef_A

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Make Love To Me

Listed as Judy Garland – Make Love To Me (Wooden Trumpet Music) · Watch on YouTube

youtube_video ZRMgbVdn8RQ · row ZRMgbVdn8RQ

LAION-DISCO-12M

If I Only Had a Brain

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

youtube_video _nfLM3BBU_4 · row _nfLM3BBU_4

LAION-DISCO-12M

The Trolley Song (From `Meet Me In St. Louis`)

Listed as Judy Garland, MGM Studio Chorus – The Trolley Song (From `Meet Me In St. Louis`) (Meet Me In St. Louis) · Watch on YouTube

youtube_video adIGzwOHqYo · row adIGzwOHqYo

LAION-DISCO-12M

It Came Upon The Midnight Clear

Listed as Judy Garland – It Came Upon The Midnight Clear (Merry Christmas Vol 2 Jingle Bells) · Watch on YouTube

youtube_video b3YDTa0HcuM · row b3YDTa0HcuM

LAION-DISCO-12M

Smile

Listed as Judy Garland – Smile (Smile) · Watch on YouTube

youtube_video bqyf7EZvVC8 · row bqyf7EZvVC8

LAION-DISCO-12M

I'm Through With Love

Listed as Judy Garland – I'm Through With Love (1+1 Marilyn Monroe + Judy Garland) · Watch on YouTube

youtube_video f0ozsQEoihA · row f0ozsQEoihA

LAION-DISCO-12M

Swanee (from A Star Is Born)

Listed as Judy Garland – Swanee (from A Star Is Born) (The Great Songs Of George Gershwin) · Watch on YouTube

youtube_video fiI3IgnskZc · row fiI3IgnskZc

LAION-DISCO-12M

Happy Days Are Here Again

Listed as Judy Garland – Happy Days Are Here Again (Presenting Judy Garland) · Watch on YouTube

youtube_video iOhHgL2XGog · row iOhHgL2XGog

LAION-DISCO-12M

The Jitterbug (Outtake)

Listed as Judy Garland, Ray Bolger, Jack Haley, Buddy Ebsen – The Jitterbug (Outtake) (The Wizard of Oz (Original Motion Picture Soundtrack) (Deluxe Edition)) · Watch on YouTube

youtube_video jjfeoUhfr8A · row jjfeoUhfr8A

LAION-DISCO-12M

Have Yourself a Merry Little Christmas / Meet Me in St. Louis

Listed as Judy Garland – Have Yourself a Merry Little Christmas / Meet Me in St. Louis (Merry Christmas to You! (100 Essential Tracks)) · Watch on YouTube

youtube_video ktrbhFbINlA · row ktrbhFbINlA

LAION-DISCO-12M

Over the Rainbow

Listed as Judy Garland – Over the Rainbow (Over the Rainbow) · Watch on YouTube

youtube_video l3Q2Wkp-X4k · row l3Q2Wkp-X4k

LAION-DISCO-12M

Over the Rainbow (Live)

Listed as Judy Garland – Over the Rainbow (Live) (Presenting Judy Garland) · Watch on YouTube

youtube_video mAMEToG4I28 · row mAMEToG4I28

LAION-DISCO-12M

If I Only Had A Brain (Extended Version)

Listed as Ray Bolger, Judy Garland – If I Only Had A Brain (Extended Version) (The Wizard of Oz (Original Motion Picture Soundtrack) (Deluxe Edition)) · Watch on YouTube

youtube_video mWzvV-RRUew · row mWzvV-RRUew

LAION-DISCO-12M

The Way You Look Tonight

Listed as Judy Garland, Margaret O´Brien – The Way You Look Tonight (Ginger Rogers Meets Fred Astaire, Vol. 1 (Sing Sing Sing)) · Watch on YouTube

youtube_video n7_TnKt5x-I · row n7_TnKt5x-I

LAION-DISCO-12M

Come Out, Come Out (From "The Wizard Of Oz")

Listed as Billie Burke, Judy Garland, The Munchkins, MGM Studio Orchestra – Come Out, Come Out (From "The Wizard Of Oz") (Music from The Wizard of Oz and Other Hollywood Musical Greats, Vol. 3) · Watch on YouTube

youtube_video nXJOpADk70U · row nXJOpADk70U

LAION-DISCO-12M

The Man That Got Away

Listed as Judy Garland – The Man That Got Away (From the Movies) · Watch on YouTube

youtube_video pGCh6p9YK_4 · row pGCh6p9YK_4

LAION-DISCO-12M

Swing Low Sweet Chariot

Listed as Judy Garland – Swing Low Sweet Chariot (Judy Garland 1929-1956 : classiques et inédits) · Watch on YouTube

youtube_video pGLfwBq3j1I · row pGLfwBq3j1I

LAION-DISCO-12M

Presenting Lily Mars - When I Look At You

Listed as Bob Crosby & His Orchestra, Judy Garland – Presenting Lily Mars - When I Look At You (At The Movies With Judy Garland Volume 1) · Watch on YouTube

youtube_video pSpZZdZDBX4 · row pSpZZdZDBX4

LAION-DISCO-12M

If I Were King of the Forest

Listed as Judy Garland – If I Were King of the Forest (Presenting Judy Garland) · Watch on YouTube

youtube_video sxi6KxEi6Q4 · row sxi6KxEi6Q4

LAION-DISCO-12M

If I Only Had The Nerve

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

youtube_video ucZLRELFVkg · row ucZLRELFVkg

LAION-DISCO-12M

By Myself (Live)

Listed as Judy Garland – By Myself (Live) (That Old Feeling: Classic Ballads From The Judy Garland Show (Live)) · Watch on YouTube

youtube_video v0OIdtjZ1fo · row v0OIdtjZ1fo

LAION-DISCO-12M

If I Only Had A Brain

Listed as Judy Garland, Ray Bolger, The Mgm Studio Orchestra – If I Only Had A Brain (Original Music from The Wizard Of Oz) · Watch on YouTube

youtube_video y1pBJAA-w-4 · row y1pBJAA-w-4

LAION-DISCO-12M

I Got Rhythm

Listed as Judy Garland – I Got Rhythm (The Complete Decca Masters (Plus)) · Watch on YouTube

youtube_video yRsRSfEY5M0 · row yRsRSfEY5M0

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.