Yes. Billie Holiday has 524 songs listed in a dataset used to train AI music models.

Used for training 524

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 P.S. I Love You, More Than You Know, I Cover the Waterfront

Listed under the artist name 524 songs in LAION-DISCO-12M

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

P.S. I Love You

Listed as Billie Holiday – P.S. I Love You (Verve Jazz Masters 12: Billie Holiday) · Watch on YouTube

youtube_video 4X2GKGdn-I0 · row 4X2GKGdn-I0

LAION-DISCO-12M

More Than You Know

Listed as Billie Holiday, Teddy Wilson, Roy Eldridge /Benny Carter, Ernie Powell – More Than You Know (Original Jazz Sound: Golden Years) · Watch on YouTube

youtube_video 5LhCQ-rH6Co · row 5LhCQ-rH6Co

LAION-DISCO-12M

I Cover the Waterfront

Listed as Billie Holiday, Paul Whiteman – I Cover the Waterfront (Schlager Girls) · Watch on YouTube

youtube_video 6FloGRvIc54 · row 6FloGRvIc54

LAION-DISCO-12M

Yesterdays (feat. Freddie Green, Gus Johnson, Joe Newman & Paul Quinichette)

Listed as Billie Holiday, Oscar Peterson, Ray Brown – Yesterdays (feat. Freddie Green, Gus Johnson, Joe Newman & Paul Quinichette) (The Cool Scene, Vol. 1 (Bethlehem Collection)) · Watch on YouTube

youtube_video 7xCnKqlpIgU · row 7xCnKqlpIgU

LAION-DISCO-12M

Trav'lin' Light

Listed as Billie Holiday, Paul Whiteman Orchestra – Trav'lin' Light (Encyclopedia of Jazz, Vol. 3 (The History of Jazz: 1942-1946)) · Watch on YouTube

youtube_video 8UjtCFO6-vE · row 8UjtCFO6-vE

LAION-DISCO-12M

Fine and Mellow 1

Listed as Billie Holiday, The Mal Waldron All-Stars – Fine and Mellow 1 (BD Music Presents Lester Young & Billie Holiday) · Watch on YouTube

youtube_video 8pPIj6FbsXU · row 8pPIj6FbsXU

LAION-DISCO-12M

Prove It on Me Blues

Listed as Billie Holiday – Prove It on Me Blues (Bustin the Blues, Vol. 4, (Ladies Who Sing the Blues)) · Watch on YouTube

youtube_video CdkDY8Uy5Ko · row CdkDY8Uy5Ko

LAION-DISCO-12M

Twenty-Four Hours A Day

Listed as Billie Holiday, Roy Eldridge – Twenty-Four Hours A Day (What A Little Moonlight Can Do) · Watch on YouTube

youtube_video DFOMf8CQHvg · row DFOMf8CQHvg

LAION-DISCO-12M

Fine and Mellow 2

Listed as Billie Holiday, The Mal Waldron All-Stars – Fine and Mellow 2 (BD Music Presents Lester Young & Billie Holiday) · Watch on YouTube

youtube_video EyvHPVzIYJs · row EyvHPVzIYJs

LAION-DISCO-12M

Crazy He Calls Me

Listed as Billie Holiday, Gordon Jenkins and His Orchestra – Crazy He Calls Me (The Man I Love (JazzSellers)) · Watch on YouTube

youtube_video G_Ldd6VPxH8 · row G_Ldd6VPxH8

LAION-DISCO-12M

It's a Sin to Tell a Lie

Listed as Billie Holiday, Emmett Berry, Hymie Schertzer, Jimmy Hamilton – It's a Sin to Tell a Lie (Original Jazz Sound: Golden Years) · Watch on YouTube

youtube_video GilC2OTMGQs · row GilC2OTMGQs

LAION-DISCO-12M

Summertime

Listed as Billie Holiday, Louis Armstrong – Summertime (Summertime) · Watch on YouTube

youtube_video H0Mz3xU2fAE · row H0Mz3xU2fAE

LAION-DISCO-12M

It's Too Hot For Words

Listed as Billie Holiday, Roy Eldridge, Cecil Scott, Hilton Jefferson – It's Too Hot For Words (Original Jazz Sound: Golden Years) · Watch on YouTube

youtube_video HTDuWMnTf6U · row HTDuWMnTf6U

LAION-DISCO-12M

Lady Sings the Blues

Listed as Billie Holiday, Mal Waldron, Joe Benjamin, Jo Jones – Lady Sings the Blues (Highway Jazz - Billie Holiday, Vol. 1) · Watch on YouTube

youtube_video HXCeiJLGMKI · row HXCeiJLGMKI

LAION-DISCO-12M

Gloomy Sunday

Listed as Billie Holiday – Gloomy Sunday (The Great Depression - American Music In The 30's) · Watch on YouTube

youtube_video IRt-LtLMgKs · row IRt-LtLMgKs

LAION-DISCO-12M

Loverman

Listed as Billie Holiday – Loverman (Jazz (The Golden Years)) · Watch on YouTube

youtube_video KWrt4CjLtQM · row KWrt4CjLtQM

LAION-DISCO-12M

Mandy Is Two

Listed as Billie Holiday, Emmett Berry, Hymie Schertzer, Jimmy Hamilton – Mandy Is Two (Original Jazz Sound: Golden Years) · Watch on YouTube

youtube_video KmUQO7kh0x0 · row KmUQO7kh0x0

LAION-DISCO-12M

What a Little Moonlight Can Do

Listed as Billie Holiday, Mal Waldron, Joe Benjamin, Jo Jones – What a Little Moonlight Can Do (Highway Jazz - Billie Holiday, Vol. 1) · Watch on YouTube

youtube_video PNErmM6FBDM · row PNErmM6FBDM

LAION-DISCO-12M

I Must Have That Man

Listed as Billie Holiday – I Must Have That Man (Vintage Vocal Jazz / Swing Nº7 - EPs Collectors "Lady Day") · Watch on YouTube

youtube_video R7iuWqoKlSg · row R7iuWqoKlSg

LAION-DISCO-12M

I Hear Music

Listed as Billie Holiday, Roy Eldridge – I Hear Music (Body And Soul) · Watch on YouTube

youtube_video RmCHpxltDEA · row RmCHpxltDEA

LAION-DISCO-12M

God Bless the Child

Listed as Billie Holiday, Roy Eldridge – God Bless the Child (Jazzin Legeanat - 60 Kaikkien Aikojen Klassikkoa) · Watch on YouTube

youtube_video SFKQUaHeIXE · row SFKQUaHeIXE

LAION-DISCO-12M

I´m Pulling Through

Listed as Billie Holiday, Roy Eldridge – I´m Pulling Through (Body And Soul) · Watch on YouTube

youtube_video S_6zkMRK47M · row S_6zkMRK47M

LAION-DISCO-12M

I'll Never Be The Same

Listed as Billie Holiday, Jimmy Rushing – I'll Never Be The Same (Born To Love) · Watch on YouTube

youtube_video TSNfeecCPhk · row TSNfeecCPhk

LAION-DISCO-12M

Mean To Me

Listed as Billie Holiday, Jimmy Rushing – Mean To Me (Born To Love) · Watch on YouTube

youtube_video TVDmMnVkPZk · row TVDmMnVkPZk

LAION-DISCO-12M

Nice Work If You Can Get It (From the Film 'A Damsel In Distress')

Listed as Billie Holiday, Mal Waldron, Joe Benjamin, Jo Jones – Nice Work If You Can Get It (From the Film 'A Damsel In Distress') (Highway Jazz - Billie Holiday, Vol. 1) · Watch on YouTube

youtube_video Tc0l8Gt2thc · row Tc0l8Gt2thc

LAION-DISCO-12M

Love For Sale

Listed as Billie Holiday – Love For Sale (Solitude) · Watch on YouTube

youtube_video TwCwIYcXDc4 · row TwCwIYcXDc4

LAION-DISCO-12M

I'll Get By

Listed as Billie Holiday – I'll Get By (Easy Listening Queens Vol. 2) · Watch on YouTube

youtube_video UaGnxywA5lY · row UaGnxywA5lY

LAION-DISCO-12M

Body And Soul

Listed as Roy Eldridge, Billie Holiday – Body And Soul (Billie Holiday) · Watch on YouTube

youtube_video WZS-0i0YVtU · row WZS-0i0YVtU

LAION-DISCO-12M

Sugar

Listed as Billie Holiday, Teddy Wilson, Roy Eldridge /Benny Carter, Ernie Powell – Sugar (Original Jazz Sound: Golden Years) · Watch on YouTube

youtube_video XWAeTiCWtD4 · row XWAeTiCWtD4

LAION-DISCO-12M

What A Night, What A Moon, What a Girl

Listed as Billie Holiday, Roy Eldridge, Cecil Scott, Hilton Jefferson – What A Night, What A Moon, What a Girl (Original Jazz Sound: Golden Years) · Watch on YouTube

youtube_video Xu4vQt5O4nc · row Xu4vQt5O4nc

LAION-DISCO-12M

On the avenue: This year's kisses

Listed as Irving Berlin, Billie Holliday – On the avenue: This year's kisses (Simply ... Lady Day!) · Watch on YouTube

youtube_video aTDn0VcJrDo · row aTDn0VcJrDo

LAION-DISCO-12M

Stars Fell On Alabama

Listed as Billie Holiday – Stars Fell On Alabama (Songs For Distingué Lovers) · Watch on YouTube

youtube_video beylWkWSvaY · row beylWkWSvaY

LAION-DISCO-12M

Willow Weep for Me

Listed as Billie Holiday, Mal Waldron, Joe Benjamin, Jo Jones – Willow Weep for Me (Highway Jazz - Billie Holiday, Vol. 1) · Watch on YouTube

youtube_video feLW5ZnR2_8 · row feLW5ZnR2_8

LAION-DISCO-12M

My Man

Listed as Billie Holiday, Jimmy Rushing – My Man (Born To Love) · Watch on YouTube

youtube_video h-XnFk38hAU · row h-XnFk38hAU

LAION-DISCO-12M

Someone

Listed as Johnny Mathis, Ray Ellis And His Orchestra – Someone (Vintage Vocal Jazz / Swing No. 91 - EP: Meet Mister Mathis) · Watch on YouTube

youtube_video j7-LQh3aedI · row j7-LQh3aedI

LAION-DISCO-12M

How Deep is the Ocean

Listed as Billie Holiday – How Deep is the Ocean (Billie Holiday) · Watch on YouTube

youtube_video jpTpGQ4L_W0 · row jpTpGQ4L_W0

LAION-DISCO-12M

Speak Low

Listed as Billie Holiday – Speak Low (All Or Nothing At All) · Watch on YouTube

youtube_video kv-mp4f5wOY · row kv-mp4f5wOY

LAION-DISCO-12M

Day In Day

Listed as Billie Holiday – Day In Day (Original Jazz Sound: Songs for Distingué Lovers) · Watch on YouTube

youtube_video m3xim4Jw3zY · row m3xim4Jw3zY

LAION-DISCO-12M

Mean To Me

Listed as Billie Holiday – Mean To Me (The Early Greats - Vol 2) · Watch on YouTube

youtube_video mAfxXPVTM-I · row mAfxXPVTM-I

LAION-DISCO-12M

I Must Have That Man

Listed as Billie Holiday, Jimmy Rushing – I Must Have That Man (Born To Love) · Watch on YouTube

youtube_video ogpYBIeVYXw · row ogpYBIeVYXw

LAION-DISCO-12M

Easy Living

Listed as Billie Holiday – Easy Living (The Lady Sings) · Watch on YouTube

youtube_video q6zxlZISZwE · row q6zxlZISZwE

LAION-DISCO-12M

P.S. - I love you!

Listed as Johnny Mercer, Billie Holliday – P.S. - I love you! (Simply ... Lady Day!) · Watch on YouTube

youtube_video rqwbbmpKuG8 · row rqwbbmpKuG8

LAION-DISCO-12M

You Got to My Head

Listed as Billie Holiday – You Got to My Head (140 Greatest Jazz Classics) · Watch on YouTube

youtube_video s1hBeZu-hOE · row s1hBeZu-hOE

LAION-DISCO-12M

What A Little Moonlight Can Do

Listed as Billie Holiday, Jimmy Rushing – What A Little Moonlight Can Do (Born To Love) · Watch on YouTube

youtube_video s8oBNAwa75I · row s8oBNAwa75I

LAION-DISCO-12M

Solitude

Listed as Billie Holiday – Solitude (Swinging Jazz Favorites) · Watch on YouTube

youtube_video s9rZNTYINI4 · row s9rZNTYINI4

LAION-DISCO-12M

On The Sunny Side Of The Street

Listed as Billie Holiday – On The Sunny Side Of The Street (Billie Holiday) · Watch on YouTube

youtube_video sX0M57YlXpY · row sX0M57YlXpY

LAION-DISCO-12M

If you were mine

Listed as Johnny Mercer, Billie Holliday – If you were mine (Simply ... Lady Day!) · Watch on YouTube

youtube_video vqPqCVX-Ja4 · row vqPqCVX-Ja4

LAION-DISCO-12M

Me, Myself And I

Listed as Billie Holiday – Me, Myself And I (Vintage Vocal Jazz / Swing Nº7 - EPs Collectors "Lady Day") · Watch on YouTube

youtube_video xwIWK7_2NYU · row xwIWK7_2NYU

LAION-DISCO-12M

Jeepers Creepers

Listed as Martha Tilton, Johnny Mercer, Billie Holiday – Jeepers Creepers (Liltin') · Watch on YouTube

youtube_video zjU24O2yeRA · row zjU24O2yeRA

LAION-DISCO-12M

Remember

Listed as Irving Berlin, Billie Holliday, Oscar Peterson – Remember (Simply ... Lady Day!) · Watch on YouTube

youtube_video zxKFNlPJpzI · row zxKFNlPJpzI

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.