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 Easter Parade: Happy Easter, Little Drops of Rain, Finale (from "In the Good Old Summertime") [2022 Remaster]

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.

Easter Parade: Happy Easter

Listed as Judy Garland, Peter Lawford, Fred Astaire, Ann Miller – Easter Parade: Happy Easter (Vintage Hollywood Classics, Vol. 3: Annie Get Your Gun - Easter Parade - The Pirate - Show Boat & Others (Original Stars, Original Soundtracks)) · Watch on YouTube

youtube_video 14aIrJeRbhQ · row 14aIrJeRbhQ

LAION-DISCO-12M

Little Drops of Rain

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

youtube_video 1snHKN99HK8 · row 1snHKN99HK8

LAION-DISCO-12M

Finale (from "In the Good Old Summertime") [2022 Remaster]

Listed as Judy Garland, Van Johnson, The King's Men – Finale (from "In the Good Old Summertime") [2022 Remaster] (Judy Garland: Recordings from the M-G-M Films (Motion Picture Soundtrack Anthology) (Part 4)) · Watch on YouTube

youtube_video 2bqYy8NphLQ · row 2bqYy8NphLQ

LAION-DISCO-12M

A Couple Of Swells, From: "Easter Parade"

Listed as Judy Garland, Fred Astaire, Johnny Green And His Orchestra – A Couple Of Swells, From: "Easter Parade" (Vintage Music No. 119 - LP: Judy Garland) · Watch on YouTube

youtube_video 2pSXHoyb7oI · row 2pSXHoyb7oI

LAION-DISCO-12M

Easter Parade Theme

Listed as Judy Garland, Fred Astaire, Johnny Green And His Orchestra – Easter Parade Theme (Vintage Music No. 119 - LP: Judy Garland) · Watch on YouTube

youtube_video 7t113PFaXF8 · row 7t113PFaXF8

LAION-DISCO-12M

Gay Purr-Ee Overture

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

youtube_video 9AVIKVVwbLc · row 9AVIKVVwbLc

LAION-DISCO-12M

Easter Parade: Shakin' the Blues Away

Listed as Judy Garland, Peter Lawford, Fred Astaire, Ann Miller – Easter Parade: Shakin' the Blues Away (Vintage Hollywood Classics, Vol. 3: Annie Get Your Gun - Easter Parade - The Pirate - Show Boat & Others (Original Stars, Original Soundtracks)) · Watch on YouTube

youtube_video A93QVGdTD9c · row A93QVGdTD9c

LAION-DISCO-12M

F.D.R. Jones

Listed as Judy Garland, David Rose & His Orchestra – F.D.R. Jones (Judy Garland: Always Chasing Rainbows - A Centenary Tribute) · Watch on YouTube

youtube_video CeX-HSTZH0A · row CeX-HSTZH0A

LAION-DISCO-12M

On the Sunny Side of the Street

Listed as Judy Garland, David Rose & His Orchestra – On the Sunny Side of the Street (Judy Garland: Always Chasing Rainbows - A Centenary Tribute) · Watch on YouTube

youtube_video D2DQPUsOceQ · row D2DQPUsOceQ

LAION-DISCO-12M

Our Love Affair

Listed as Judy Garland, David Rose & His Orchestra – Our Love Affair (Judy Garland: Always Chasing Rainbows - A Centenary Tribute) · Watch on YouTube

youtube_video DGdl-U6hKxo · row DGdl-U6hKxo

LAION-DISCO-12M

Me and My Shadow

Listed as Judy Garland, Gordon Jenkins Orchestra – Me and My Shadow (Alone / Judy in Love) · Watch on YouTube

youtube_video E5xdKOcpPxk · row E5xdKOcpPxk

LAION-DISCO-12M

The Old Soft Shoe (Bonus track) (feat. Frank Sinatra & Dean Martin)

Listed as Judy Garland, Donald O'Connor – The Old Soft Shoe (Bonus track) (feat. Frank Sinatra & Dean Martin) (The Judy Garland Shows) · Watch on YouTube

youtube_video ExhEFdezjYI · row ExhEFdezjYI

LAION-DISCO-12M

A Fella with an Umbrella

Listed as Judy Garland, Peter Lawford – A Fella with an Umbrella (Irving Berlin's Easter Parade (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video FplbxYV-Yo0 · row FplbxYV-Yo0

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 Songs of Harold Arlen) · Watch on YouTube

youtube_video HWZIfY_db6A · row HWZIfY_db6A

LAION-DISCO-12M

Friendship

Listed as Ethel Merman, Judy Garland – Friendship (I Got The Sun In The Morning) · Watch on YouTube

youtube_video I51ZmzLrFXk · row I51ZmzLrFXk

LAION-DISCO-12M

Be Myself

Listed as Judy Garland, Gordon Jenkins Orchestra – Be Myself (Alone / Judy in Love) · Watch on YouTube

youtube_video Ln7foy7wB6w · row Ln7foy7wB6w

LAION-DISCO-12M

Easter Parade

Listed as Judy Garland & Chorous, Chorous – Easter Parade (Judy Garland, Vol. 2 (The Wizard of Oz, Easter Parade)) · Watch on YouTube

youtube_video NcsJc2ugD2Q · row NcsJc2ugD2Q

LAION-DISCO-12M

We're Off To See The Wizard (From "The Wizard Of Oz")

Listed as Judy Garland, Jack Haley, Ray Bolger, MGM Studio Orchestra – We're Off To See The Wizard (From "The Wizard Of Oz") (Orchestral Hits of Hollywood and Broadway, Vol. 1) · Watch on YouTube

youtube_video PdjtVQTktEg · row PdjtVQTktEg

LAION-DISCO-12M

A Fella With an Umbrella

Listed as Judy Garland, Peter Lawford – A Fella With an Umbrella (Easter Parade (O.S.T - 1948)) · Watch on YouTube

youtube_video QITaBE-4lDk · row QITaBE-4lDk

LAION-DISCO-12M

Easter Parade: A Fella with an Umbrella

Listed as Judy Garland, Peter Lawford, Fred Astaire, Ann Miller – Easter Parade: A Fella with an Umbrella (Vintage Hollywood Classics, Vol. 3: Annie Get Your Gun - Easter Parade - The Pirate - Show Boat & Others (Original Stars, Original Soundtracks)) · Watch on YouTube

youtube_video RwfNX-pdztc · row RwfNX-pdztc

LAION-DISCO-12M

Little Girl Blue

Listed as Judy Garland, Gordon Jenkins Orchestra – Little Girl Blue (Alone / Judy in Love) · Watch on YouTube

youtube_video Uq3MA-S6eJ4 · row Uq3MA-S6eJ4

LAION-DISCO-12M

Anything You Can Do (Alternate Version)

Listed as Judy Garland, Howard Keel – Anything You Can Do (Alternate Version) (Annie Get Your Gun (Original Motion Picture Soundtrack) (Expanded Edition)) · Watch on YouTube

youtube_video WNI2OUu_aQA · row WNI2OUu_aQA

LAION-DISCO-12M

I Got Rhythm, from Girl Crazy

Listed as Studio Orchestra, Judy Garland – I Got Rhythm, from Girl Crazy (Gershwin: I Got Rhythm, Vol. 1, Gershwin vs Armstrong vs Waller vs Miller vs Basie vs Fitzgerald vs Tatum vs Goodman vs Coleman vs Parker vs Garland (Compare 10 Versions)) · Watch on YouTube

youtube_video XIX0B3MlI_k · row XIX0B3MlI_k

LAION-DISCO-12M

Blues In the Night

Listed as Judy Garland, David Rose & His Orchestra – Blues In the Night (Judy Garland: Always Chasing Rainbows - A Centenary Tribute) · Watch on YouTube

youtube_video Z-jpSF4twfQ · row Z-jpSF4twfQ

LAION-DISCO-12M

How About Me?

Listed as Judy Garland, Gordon Jenkins Orchestra – How About Me? (Alone / Judy in Love) · Watch on YouTube

youtube_video b9GgpA_den8 · row b9GgpA_den8

LAION-DISCO-12M

When You Wore a Tulip (And I Wore a Big, Red Rose)

Listed as Judy Garland, Gene Kelly, David Rose – When You Wore a Tulip (And I Wore a Big, Red Rose) (1000 Hits of the Forties, Volume 11) · Watch on YouTube

youtube_video cAkX8T5npaw · row cAkX8T5npaw

LAION-DISCO-12M

For Me and My Gal

Listed as Judy Garland, Gene Kelly, David Rose and His Orchestra – For Me and My Gal (1000 Hits of the Forties, Vol. 10) · Watch on YouTube

youtube_video cob3Ik9maS8 · row cob3Ik9maS8

LAION-DISCO-12M

Variations, Paris Is a Lonely Town

Listed as Robert Goulet, Judy Garland – Variations, Paris Is a Lonely Town (Gay Purr-Ee Motion Picture Soundtrack ) · Watch on YouTube

youtube_video deDNwp_Hmzo · row deDNwp_Hmzo

LAION-DISCO-12M

Mean to Me

Listed as Judy Garland, Gordon Jenkins Orchestra – Mean to Me (Alone / Judy in Love) · Watch on YouTube

youtube_video ebdVtzxTZa0 · row ebdVtzxTZa0

LAION-DISCO-12M

Portraits of Mewsette

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

youtube_video fsYd0u7-ciw · row fsYd0u7-ciw

LAION-DISCO-12M

The Wizard of Oz: Over the Rainbow

Listed as Judy Garland, Harold Arlen – The Wizard of Oz: Over the Rainbow (American Music (Carousel Of) - The Fabled 24 September 1940 San Francisco Concerts Featuring Cohan, Berlin, Kern, Romberg, Kalmar) · Watch on YouTube

youtube_video gNSJOW7LFnM · row gNSJOW7LFnM

LAION-DISCO-12M

It's A Great Day For The Irish

Listed as David Rose & His Orchestra, Judy Garland – It's A Great Day For The Irish (Over The Rainbow (Digitally Remastered)) · Watch on YouTube

youtube_video gW9PlH8wwaU · row gW9PlH8wwaU

LAION-DISCO-12M

I'm Always Chasing Rainbows

Listed as David Rose & His Orchestra, Judy Garland – I'm Always Chasing Rainbows (Over The Rainbow (Digitally Remastered)) · Watch on YouTube

youtube_video iYw-GRO9qIU · row iYw-GRO9qIU

LAION-DISCO-12M

We're Off To See The Wizard (re-mastered)

Listed as Jack Haley, Judy Garland, Ray Bolger – We're Off To See The Wizard (re-mastered) (The Wizard Of Oz (Re-Mastered)) · Watch on YouTube

youtube_video inBjP7VU4rM · row inBjP7VU4rM

LAION-DISCO-12M

Take My Hand Paree

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

youtube_video izHJM_Z9gTM · row izHJM_Z9gTM

LAION-DISCO-12M

Put Your Arms Around Me, Honey (from "In the Good Old Summertime") [2022 Remaster]

Listed as Judy Garland, Van Johnson – Put Your Arms Around Me, Honey (from "In the Good Old Summertime") [2022 Remaster] (Judy Garland: Recordings from the M-G-M Films (Motion Picture Soundtrack Anthology) (Part 4)) · Watch on YouTube

youtube_video khQL0EUd6wI · row khQL0EUd6wI

LAION-DISCO-12M

Mewsette Finale

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

youtube_video l_K0KYaXvAA · row l_K0KYaXvAA

LAION-DISCO-12M

The Money Cat

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

youtube_video m3a3JIzQXjY · row m3a3JIzQXjY

LAION-DISCO-12M

How About You?

Listed as Judy Garland, David Rose & His Orchestra – How About You? (Judy Garland: Always Chasing Rainbows - A Centenary Tribute) · Watch on YouTube

youtube_video p6tGnltS2HQ · row p6tGnltS2HQ

LAION-DISCO-12M

They Say It's Wonderful (Alternate Version)

Listed as Judy Garland, Howard Keel – They Say It's Wonderful (Alternate Version) (Annie Get Your Gun (Original Motion Picture Soundtrack) (Expanded Edition)) · Watch on YouTube

youtube_video q0B4GRBR2hw · row q0B4GRBR2hw

LAION-DISCO-12M

Easter Parade: Steppin' Out with My Baby

Listed as Judy Garland, Peter Lawford, Fred Astaire, Ann Miller – Easter Parade: Steppin' Out with My Baby (Vintage Hollywood Classics, Vol. 3: Annie Get Your Gun - Easter Parade - The Pirate - Show Boat & Others (Original Stars, Original Soundtracks)) · Watch on YouTube

youtube_video qPWn0SSWD00 · row qPWn0SSWD00

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)) · Watch on YouTube

youtube_video rPmCFB9p738 · row rPmCFB9p738

LAION-DISCO-12M

The Balboa (From "Pigskin Parade")

Listed as Judy Garland, Betty Grable – The Balboa (From "Pigskin Parade") (Movies : Songs and Musical Themes, Vol. 2) · Watch on YouTube

youtube_video rxNqt1IX3P0 · row rxNqt1IX3P0

LAION-DISCO-12M

Snooky Ookums

Listed as Judy Garland, Peter Lawford – Snooky Ookums (Easter Parade - Original Motion Picture Soundtrack) · Watch on YouTube

youtube_video tMcb8PnEQfc · row tMcb8PnEQfc

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 Songs of Harold Arlen) · Watch on YouTube

youtube_video v6-VnQZD3I4 · row v6-VnQZD3I4

LAION-DISCO-12M

Roses Red, Violets Blue

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

youtube_video vHTpQfQn70Q · row vHTpQfQn70Q

LAION-DISCO-12M

Toto Brings News / Over the Rainbow Reprise

Listed as Judy Garland, Studio Orchestra – Toto Brings News / Over the Rainbow Reprise (The Wizard of Oz - Deluxe Edition!) · Watch on YouTube

youtube_video wCN0CzMJ48Q · row wCN0CzMJ48Q

LAION-DISCO-12M

The Horse Won't Talk

Listed as Robert Goulet, Judy Garland – The Horse Won't Talk (Gay Purr-Ee Motion Picture Soundtrack ) · Watch on YouTube

youtube_video xl6Nk2KURmk · row xl6Nk2KURmk

LAION-DISCO-12M

That Old Black Magic

Listed as Judy Garland, David Rose and His Orchestra – That Old Black Magic (1000 Hits of the Forties, Vol. 15) · Watch on YouTube

youtube_video ya9PcmbnpQk · row ya9PcmbnpQk

LAION-DISCO-12M

Paris Is a Lonely Town

Listed as Robert Goulet, Judy Garland – Paris Is a Lonely Town (Gay Purr-Ee Motion Picture Soundtrack ) · Watch on YouTube

youtube_video zzL4eOWCwoY · row zzL4eOWCwoY

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.