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 Babes in Arms (Main Title), Babes on Broadway, This Heart of Mine

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.

Babes in Arms (Main Title)

Listed as Judy Garland, Mickey Rooney – Babes in Arms (Main Title) (Minstral Show) · Watch on YouTube

youtube_video -oqoPoU2zys · row -oqoPoU2zys

LAION-DISCO-12M

Babes on Broadway

Listed as Judy Garland, Mickey Rooney – Babes on Broadway (Creations 1929 to 1943) · Watch on YouTube

youtube_video 0XOpVXVe568 · row 0XOpVXVe568

LAION-DISCO-12M

This Heart of Mine

Listed as Judy Garland, Victor Young and His Orchestra – This Heart of Mine (This Heart of Mine (The Decca Singles 1943 - 1945)) · Watch on YouTube

youtube_video 1Kc0IUNRZgg · row 1Kc0IUNRZgg

LAION-DISCO-12M

Zing Went The Strings Of My Heart

Listed as Judy Garland, Victor Young & His Orchestra – Zing Went The Strings Of My Heart (Pennies From Heaven - The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video 1MZJsBCvAxU · row 1MZJsBCvAxU

LAION-DISCO-12M

Could You Use Me? (from "Girl Crazy") [2022 Remaster]

Listed as Judy Garland, Mickey Rooney – Could You Use Me? (from "Girl Crazy") [2022 Remaster] (Judy Garland: Recordings from the M-G-M Films (Motion Picture Soundtrack Anthology) (Part 2)) · Watch on YouTube

youtube_video 1drJ1Nrxaxc · row 1drJ1Nrxaxc

LAION-DISCO-12M

I Like Opera - I Like Swing

Listed as Judy Garland, Mickey Rooney – I Like Opera - I Like Swing (Minstral Show) · Watch on YouTube

youtube_video 2AU5pyiOerU · row 2AU5pyiOerU

LAION-DISCO-12M

The Trolley Song

Listed as Judy Garland, Georgie Stoll And His Orchestra – The Trolley Song (1940s Journey) · Watch on YouTube

youtube_video 41TSdqDtbgs · row 41TSdqDtbgs

LAION-DISCO-12M

Our Love Affair (from "Strike Up the Band") [2022 Remaster]

Listed as Judy Garland, Mickey Rooney – Our Love Affair (from "Strike Up the Band") [2022 Remaster] (Judy Garland: Recordings from the M-G-M Films (Motion Picture Soundtrack Anthology) (Part 1)) · Watch on YouTube

youtube_video 4iJjneTWDu8 · row 4iJjneTWDu8

LAION-DISCO-12M

A Couple Of Swells (Easter Parade)

Listed as Fred Astaire, Judy Garland, The MGM Studio Orchestra, Johnny Green – A Couple Of Swells (Easter Parade) (The Essential Collection) · Watch on YouTube

youtube_video 4j5kqRLyhMI · row 4j5kqRLyhMI

LAION-DISCO-12M

Hoe Down

Listed as Judy Garland, Mickey Rooney – Hoe Down (Broadway Babes) · Watch on YouTube

youtube_video 57q4GLRr9xw · row 57q4GLRr9xw

LAION-DISCO-12M

The Christmas Song

Listed as Judy Garland, Mel Tormé – The Christmas Song (Judy Garland Christmas) · Watch on YouTube

youtube_video 58ALT5g8gTw · row 58ALT5g8gTw

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Have Yourself a Merry Little Christmas

Listed as Judy Garland, Georgie Stoll – Have Yourself a Merry Little Christmas (The Very Best Christmas Dinner Party - The Perfect Album for Christmas - Essential Xmas Classics from the Greatest Christmas Legends) · Watch on YouTube

youtube_video 9yLHYWks6mo · row 9yLHYWks6mo

LAION-DISCO-12M

I Left My Heart In San Francisco

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

youtube_video BFudMYw7ZBk · row BFudMYw7ZBk

LAION-DISCO-12M

I Cried for You

Listed as Judy Garland, Mickey Rooney – I Cried for You (Minstral Show) · Watch on YouTube

youtube_video BbYxabGuERw · row BbYxabGuERw

LAION-DISCO-12M

Aren't You Kind Of Glad We Did?

Listed as Judy Garland, Dick Haymes – Aren't You Kind Of Glad We Did? (The Complete Decca Masters (Plus)) · Watch on YouTube

youtube_video BrvRh01ZyWc · row BrvRh01ZyWc

LAION-DISCO-12M

God's Country

Listed as Judy Garland, Mickey Rooney – God's Country (Minstral Show) · Watch on YouTube

youtube_video CJl6MLG63pE · row CJl6MLG63pE

LAION-DISCO-12M

When The Midnight Choo-Choo Leaves For Alabam'

Listed as Judy Garland, Fred Astaire – When The Midnight Choo-Choo Leaves For Alabam' (Irving Berlin's Easter Parade (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video CXA1bi4qPq0 · row CXA1bi4qPq0

LAION-DISCO-12M

Somewhere There's A Someone

Listed as Frank Sinatra, Dean Martin, Judy Garland – Somewhere There's A Someone (You Do Something To Me (Live)) · Watch on YouTube

youtube_video Cg8CP1gLhPs · row Cg8CP1gLhPs

LAION-DISCO-12M

Stompin' At The Savoy (Single Version)

Listed as Judy Garland, Bob Crosby & His Orchestra – Stompin' At The Savoy (Single Version) (The Complete Decca Masters (Plus)) · Watch on YouTube

youtube_video DNiatTPt-zY · row DNiatTPt-zY

LAION-DISCO-12M

Star Medley: Mary's a Grand Old Name / She Is Ma Daisy / Rings On My Fingers / Sarah Bernahardt Impression / I'm a Yankee Doodley Dandy

Listed as Mickey Rooney, Judy Garland – Star Medley: Mary's a Grand Old Name / She Is Ma Daisy / Rings On My Fingers / Sarah Bernahardt Impression / I'm a Yankee Doodley Dandy (Babes On Broadway (O.S.T - 1941)) · Watch on YouTube

youtube_video ERcx9RO0GIc · row ERcx9RO0GIc

LAION-DISCO-12M

Hoe Down

Listed as Judy Garland, Mickey Rooney – Hoe Down (Creations 1929-1962) · Watch on YouTube

youtube_video GTWHzTa1jks · row GTWHzTa1jks

LAION-DISCO-12M

In Your Easter Bonnet

Listed as Judy Garland, Fred Astaire – In Your Easter Bonnet (Forties Heroes & Sweethearts) · Watch on YouTube

youtube_video Hf2yP5vELXA · row Hf2yP5vELXA

LAION-DISCO-12M

If I Had You

Listed as Judy Garland, The Merry Macs – If I Had You (The Complete Decca Masters (Plus)) · Watch on YouTube

youtube_video IUb3qsqjQ_k · row IUb3qsqjQ_k

LAION-DISCO-12M

On the Atchison, Topeka, and the Santa Fe (from "The Harvey Girls") [2006 Remaster]

Listed as Judy Garland, Cyd Charisse, Virginia O'Brien, Marjorie Main – On the Atchison, Topeka, and the Santa Fe (from "The Harvey Girls") [2006 Remaster] (That's Entertainment (The Ultimate Soundtrack Anthology of MGM Musicals) (Part 1)) · Watch on YouTube

youtube_video Jkoah-dyu_I · row Jkoah-dyu_I

LAION-DISCO-12M

A Couple Of Swells

Listed as Judy Garland, Fred Astaire – A Couple Of Swells (Irving Berlin's Easter Parade (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video K4GTKvLHlkA · row K4GTKvLHlkA

LAION-DISCO-12M

Opera VS Jazz

Listed as Judy Garland, Deanna Durbin – Opera VS Jazz (Classic Movie Hits 2 Vol. 10) · Watch on YouTube

youtube_video LaDTxWUaSQA · row LaDTxWUaSQA

LAION-DISCO-12M

On The Atchison, Topeka And The Santa Fe

Listed as Judy Garland, The Merry Macs – On The Atchison, Topeka And The Santa Fe (The Complete Decca Masters (Plus)) · Watch on YouTube

youtube_video NOqldQp5hKY · row NOqldQp5hKY

LAION-DISCO-12M

We're A Couple Of Swells

Listed as Judy Garland, Fred Astaire – We're A Couple Of Swells (Forties Heroes & Sweethearts) · Watch on YouTube

youtube_video NZH_KcXtO0s · row NZH_KcXtO0s

LAION-DISCO-12M

How About You

Listed as Judy Garland, Mickey Rooney – How About You (70 Hollywood Musical Songs (1940-1945)) · Watch on YouTube

youtube_video Ns05GJgLlC4 · row Ns05GJgLlC4

LAION-DISCO-12M

Friendship

Listed as Judy Garland, Johnny Mercer – Friendship (Swing Again, Yes Indeed (Songs That Won The War)) · Watch on YouTube

youtube_video O7ujy7YSHA8 · row O7ujy7YSHA8

LAION-DISCO-12M

Minstrel Show

Listed as Judy Garland, Mickey Rooney – Minstrel Show (Minstral Show) · Watch on YouTube

youtube_video PX20CSpd80A · row PX20CSpd80A

LAION-DISCO-12M

Treat Me Rough (Extended Version)

Listed as Mickey Rooney, Judy Garland – Treat Me Rough (Extended Version) (George Gershwin Vol.3) · Watch on YouTube

youtube_video QaOIDJOPiZM · row QaOIDJOPiZM

LAION-DISCO-12M

On The Atchison, Topeka And The Santa Fe (Single Version)

Listed as Judy Garland, The Merry Macs – On The Atchison, Topeka And The Santa Fe (Single Version) (Judy Garland: Greatest Hits) · Watch on YouTube

youtube_video RVPrLbqc0cU · row RVPrLbqc0cU

LAION-DISCO-12M

Love

Listed as Judy Garland, Victor Young and His Orchestra – Love (This Heart of Mine (The Decca Singles 1943 - 1945)) · Watch on YouTube

youtube_video TKYA_dTO_pw · row TKYA_dTO_pw

LAION-DISCO-12M

Play That Barber Shop Chord, From: "In The Good Old Summertime"

Listed as Judy Garland, The King's Men, Georgie Stoll And His Orchestra – Play That Barber Shop Chord, From: "In The Good Old Summertime" (Vintage Music No. 119 - LP: Judy Garland) · Watch on YouTube

youtube_video Vv8rIzXuFTs · row Vv8rIzXuFTs

LAION-DISCO-12M

I Got Rhythm

Listed as Judy Garland, Mickey Rooney, Hal Hopper, Tommy Dorsey & His Orchestra – I Got Rhythm (Girl Crazy (Original 1943 Motion Picture Soundtrack)) · Watch on YouTube

youtube_video XpYC-vH834E · row XpYC-vH834E

LAION-DISCO-12M

Easter Parade

Listed as Judy Garland, Fred Astaire – Easter Parade (Easter Parade (O.S.T - 1948)) · Watch on YouTube

youtube_video Z1Lcdyigq1s · row Z1Lcdyigq1s

LAION-DISCO-12M

Strike up the Band

Listed as Judy Garland, Mickey Rooney – Strike up the Band (George Gershwin Vol.5) · Watch on YouTube

youtube_video ZTRW2gpahIk · row ZTRW2gpahIk

LAION-DISCO-12M

Where or When

Listed as Judy Garland, Mickey Rooney – Where or When (Minstral Show) · Watch on YouTube

youtube_video cB0p6YTXf-Q · row cB0p6YTXf-Q

LAION-DISCO-12M

Hello, Dolly! (Live At The London Palladium/1964)

Listed as Judy Garland, Liza Minnelli – Hello, Dolly! (Live At The London Palladium/1964) ("Live" At The London Palladium) · Watch on YouTube

youtube_video cIbWWxFt90A · row cIbWWxFt90A

LAION-DISCO-12M

A Couple of Swells

Listed as Judy Garland, Fred Astaire – A Couple of Swells (Easter Parade (O.S.T - 1948)) · Watch on YouTube

youtube_video ebWQ__bwYu0 · row ebWQ__bwYu0

LAION-DISCO-12M

For You, For Me, Forevermore

Listed as Dick Haymes, Judy Garland – For You, For Me, Forevermore (The Golden Years Of Dick Haymes- Let The Rest Of The World Go By) · Watch on YouTube

youtube_video ee6fKTIep-g · row ee6fKTIep-g

LAION-DISCO-12M

Put Your Arms Around Me Honey, From: "In The Good Old Summertime"

Listed as Judy Garland, Fred Astaire, Georgie Stoll And His Orchestra – Put Your Arms Around Me Honey, From: "In The Good Old Summertime" (Vintage Music No. 119 - LP: Judy Garland) · Watch on YouTube

youtube_video fYHNPbuvRt8 · row fYHNPbuvRt8

LAION-DISCO-12M

You Do Something To Me (Alternate Version 3)

Listed as Frank Sinatra, Dean Martin, Judy Garland – You Do Something To Me (Alternate Version 3) (You Do Something To Me (Live)) · Watch on YouTube

youtube_video lKry28Dyn7E · row lKry28Dyn7E

LAION-DISCO-12M

Girl Crazy (End Title)

Listed as Mickey Rooney, Judy Garland – Girl Crazy (End Title) (Girl Crazy (Original 1943 Motion Picture Soundtrack)) · Watch on YouTube

youtube_video lsXEQZ4H6Jw · row lsXEQZ4H6Jw

LAION-DISCO-12M

The Trolley Song

Listed as Judy Garland with chorus, Georgie Stoll & His Orchestra – The Trolley Song (Its Ladies Night: The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video mTJ91ptEL7E · row mTJ91ptEL7E

LAION-DISCO-12M

Don't Rain On My Parade (Live At The London Palladium/1964/2002 Digital Remaster)

Listed as Judy Garland, Liza Minnelli – Don't Rain On My Parade (Live At The London Palladium/1964/2002 Digital Remaster) (Classic Judy Garland: The Capitol Years 1955-1965) · Watch on YouTube

youtube_video qdEV0I2ld7A · row qdEV0I2ld7A

LAION-DISCO-12M

Babes in Arms

Listed as Judy Garland, Mickey Rooney – Babes in Arms (Minstral Show) · Watch on YouTube

youtube_video sOvjM0a3EZs · row sOvjM0a3EZs

LAION-DISCO-12M

Swing, Mister Charlie

Listed as Judy Garland, Bob Crosby & His Orchestra – Swing, Mister Charlie (Judy Garland: Always Chasing Rainbows - A Centenary Tribute) · Watch on YouTube

youtube_video t2YynSBQFTw · row t2YynSBQFTw

LAION-DISCO-12M

A Couple of Swells (from Irving Berlin's Easter Parade)

Listed as Judy Garland, Fred Astaire – A Couple of Swells (from Irving Berlin's Easter Parade) (The Marvelous Mrs. Maisel: Season 4 (Music From The Amazon Original Series)) · Watch on YouTube

youtube_video vbNFxxVOvxE · row vbNFxxVOvxE

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.