Yes. Ella Fitzgerald has 562 songs listed in a dataset used to train AI music models.

Used for training 562

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 Let's Do It (Let's Fall In Love), If Dreams Come True, I'm Beginning to See the Light

Listed under the artist name 562 songs in LAION-DISCO-12M

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

Let's Do It (Let's Fall In Love)

Listed as Ella Fitzgerald, London Symphony Orchestra – Let's Do It (Let's Fall In Love) (Someone To Watch Over Me) · Watch on YouTube

youtube_video -2uqxnDPoJI · row -2uqxnDPoJI

LAION-DISCO-12M

If Dreams Come True

Listed as Chick Webb & His Orchestra, Ella Fitzgerald – If Dreams Come True (Queen of the Savoy: Early Years, Vol. 2 1937-39) · Watch on YouTube

youtube_video 0iVQ1cb57eU · row 0iVQ1cb57eU

LAION-DISCO-12M

I'm Beginning to See the Light

Listed as The Ink Spots, Ella Fitzgerald – I'm Beginning to See the Light (Pure Gold - The Ink Spots, Vol. 2) · Watch on YouTube

youtube_video 1jxtwwCDuvw · row 1jxtwwCDuvw

LAION-DISCO-12M

Can't We Be Friends?

Listed as Ella Fitzgerald & Louis Armstrong, Louis Armstrong, Ella Fitzgerald – Can't We Be Friends? (Goody, Goody) · Watch on YouTube

youtube_video 2xe5rZ5Pq7I · row 2xe5rZ5Pq7I

LAION-DISCO-12M

Hallelujah!

Listed as Ella Fitzgerald, The Chick Webb Orchestra – Hallelujah! (Sing Me a Swing Song) · Watch on YouTube

youtube_video 406xgk0paXo · row 406xgk0paXo

LAION-DISCO-12M

Baby

Listed as Ella Fitzgerald, Gordon Jenkins And His Orchestra – Baby (1953-1954 (Hd Remastered Edition)) · Watch on YouTube

youtube_video 5HC95gmIzvw · row 5HC95gmIzvw

LAION-DISCO-12M

Undecided

Listed as Ella Fitzgerald, Chick Webb Orchestra – Undecided (Encyclopedia of Jazz, Vol. 2 (The History of Jazz from 1937 to 1941)) · Watch on YouTube

youtube_video 5yVoeK2RNrY · row 5yVoeK2RNrY

LAION-DISCO-12M

Into Each Life Some Rain Must Fall

Listed as Ella Fitzgerald, The Ink Spots – Into Each Life Some Rain Must Fall (It Takes Two: Famous Duets, Vol. 3) · Watch on YouTube

youtube_video 8SKxIfaYXxI · row 8SKxIfaYXxI

LAION-DISCO-12M

Oh, Lady Be Good

Listed as Ella Fitzgerald, Bob Haggart & His Orchestra, Bob Haggart Orchestra, Ella Fitzgerald – Oh, Lady Be Good (Goody, Goody) · Watch on YouTube

youtube_video 9NvVUmMt86I · row 9NvVUmMt86I

LAION-DISCO-12M

Rhythm and Romance

Listed as Chick Webb & His Orchestra, Ella Fitzgerald – Rhythm and Romance (Ella's Early Years Vol 1: 1935-36) · Watch on YouTube

youtube_video 9rfPnI94bME · row 9rfPnI94bME

LAION-DISCO-12M

A Tisket a Tasket

Listed as Ella Fitzgerald, Chick Webb Orchestra – A Tisket a Tasket (Encyclopedia of Jazz, Vol. 2 (The History of Jazz from 1937 to 1941)) · Watch on YouTube

youtube_video 9wM1_m5I2M4 · row 9wM1_m5I2M4

LAION-DISCO-12M

The Dipsy Noodle

Listed as Chick Webb, Ella Fitzgerald – The Dipsy Noodle (I Got Rhythm: The Best of Ella and Chick) · Watch on YouTube

youtube_video DpHIDKg3s84 · row DpHIDKg3s84

LAION-DISCO-12M

April in Paris

Listed as Ella Fitzgerald, Count Basie Orchestra, Ella Fitzgerald, Count Basie Orchestra – April in Paris (Goody, Goody) · Watch on YouTube

youtube_video EDtjOccNU4s · row EDtjOccNU4s

LAION-DISCO-12M

I'm Just a Jitterbug

Listed as Ella Fitzgerald, Chick Webb – I'm Just a Jitterbug (Cooperation) · Watch on YouTube

youtube_video GbY8c-gsGwE · row GbY8c-gsGwE

LAION-DISCO-12M

Cow Cow Boogie

Listed as Ella Fitzgerald, The Ink Spots – Cow Cow Boogie (Encyclopedia of Jazz, Vol. 3 (The History of Jazz: 1942-1946)) · Watch on YouTube

youtube_video IiwInOAvvKQ · row IiwInOAvvKQ

LAION-DISCO-12M

It's Wonderful

Listed as Ella Fitzgerald, Chick Webb Orchestra – It's Wonderful (The Ella Fitzgerald Collection, Vol. 2 1936-55, Pt. 1) · Watch on YouTube

youtube_video K1Qz2dG3OQM · row K1Qz2dG3OQM

LAION-DISCO-12M

Hallelujah

Listed as Chick Webb, Ella Fitzgerald – Hallelujah (The Best Music Collection of The Mills Brothers, Benny Goodman, Bessie Smith, Walter Brown and Other Famous Artists, Vol. 2 (160 Songs)) · Watch on YouTube

youtube_video KegpbxMr__Q · row KegpbxMr__Q

LAION-DISCO-12M

Dedicated to You

Listed as Ella Fitzgerald, The Mills Brothers – Dedicated to You (Encyclopedia of Jazz, Vol. 2 (The History of Jazz from 1937 to 1941)) · Watch on YouTube

youtube_video MbYWqB-J5yw · row MbYWqB-J5yw

LAION-DISCO-12M

F.d.r Jones

Listed as Chick Webb and His Orchestra, Ella Fitzgerald – F.d.r Jones (Woe Is Me (Recordings of 1938, New York)) · Watch on YouTube

youtube_video NT4uUUFGUps · row NT4uUUFGUps

LAION-DISCO-12M

Don't Cry, Cry Baby

Listed as Ella Fitzgerald, Louis Jordan & His Tympany Five – Don't Cry, Cry Baby (Ella: The Legendary Decca Recordings) · Watch on YouTube

youtube_video Omm0YedcFRk · row Omm0YedcFRk

LAION-DISCO-12M

Cow Cow Boogie

Listed as Ella Fitzgerald, The Ink Spots – Cow Cow Boogie (Duo's Duet - Can't We Be Friends) · Watch on YouTube

youtube_video PqZMKbie_TQ · row PqZMKbie_TQ

LAION-DISCO-12M

Baby It's Cold Outside

Listed as Ella Fitzgerald, Louis Jordan and His Tympany Five – Baby It's Cold Outside (Jazz Through the Years: 1917-1955, Vol. 18) · Watch on YouTube

youtube_video PyAZW40L_I8 · row PyAZW40L_I8

LAION-DISCO-12M

I Wished On The Moon

Listed as Ella Fitzgerald, Gordon Jenkins And His Orchestra – I Wished On The Moon (1953-1954 (Hd Remastered Edition)) · Watch on YouTube

youtube_video R-A_dT3TSZQ · row R-A_dT3TSZQ

LAION-DISCO-12M

Sugar Blues

Listed as Chick Webb, Ella Fitzgerald – Sugar Blues (Standing Tall) · Watch on YouTube

youtube_video R0Mduo2G3Jk · row R0Mduo2G3Jk

LAION-DISCO-12M

A Little Bit Later On

Listed as Ella Fitzgerald, The Chick Webb Orchestra – A Little Bit Later On (Sing Me a Swing Song) · Watch on YouTube

youtube_video VEhA6lTeH_M · row VEhA6lTeH_M

LAION-DISCO-12M

Into Each Life Some Rain Must Fall

Listed as The Ink Spots, Ella Fitzgerald – Into Each Life Some Rain Must Fall (Greatest Hits) · Watch on YouTube

youtube_video Xmc3vE2xyV4 · row Xmc3vE2xyV4

LAION-DISCO-12M

I'm Making Believe

Listed as Ella Fitzgerald & The Ink Spots, The Ink Spots – I'm Making Believe (To Each His Own - Love Songs Of WWII) · Watch on YouTube

youtube_video Zrww67_MddU · row Zrww67_MddU

LAION-DISCO-12M

You Rascal You (I'll Be Glad When You're Dead)

Listed as Louis Armstrong, Ella Fitzgerald, Billie Holiday – You Rascal You (I'll Be Glad When You're Dead) (Louis Armstrong (Amazing Collection)) · Watch on YouTube

youtube_video _tsTfScXXaY · row _tsTfScXXaY

LAION-DISCO-12M

Petootie Pie

Listed as Ella Fitzgerald, Louis Jordan & His Tympany Five – Petootie Pie (Top 40 Romantic, Love Songs for Valentines Day) · Watch on YouTube

youtube_video a4bjV-C5h4g · row a4bjV-C5h4g

LAION-DISCO-12M

Shine

Listed as Ella Fitzgerald, The Chick Webb Orchestra – Shine (Sing Me a Swing Song) · Watch on YouTube

youtube_video cSybHrDS_3Q · row cSybHrDS_3Q

LAION-DISCO-12M

Santa Claus Is Coming to Town

Listed as Ella Fitzgerald, Doris Day – Santa Claus Is Coming to Town (This Is Christmas) · Watch on YouTube

youtube_video crtD0Fhd1H8 · row crtD0Fhd1H8

LAION-DISCO-12M

That Old Black Magic

Listed as Ella Fitzgerald, Chick Webb Orchestra – That Old Black Magic (Ella and Chick) · Watch on YouTube

youtube_video f8O4rfEDzck · row f8O4rfEDzck

LAION-DISCO-12M

Chew-Chew-Chew (Your Bubble Gum)

Listed as Chick Webb & His Orchestra, Ella Fitzgerald – Chew-Chew-Chew (Your Bubble Gum) (Queen of the Savoy: Early Years, Vol. 2 1937-39) · Watch on YouTube

youtube_video gX2eimQjq-M · row gX2eimQjq-M

LAION-DISCO-12M

Into Each Life Some Rain Must Fall

Listed as The Ink Spots, Ella Fitzgerald – Into Each Life Some Rain Must Fall (All Time Greatest Hits Of The 40's Volume 2) · Watch on YouTube

youtube_video gpPOr0dxF6s · row gpPOr0dxF6s

LAION-DISCO-12M

Swinging on the Reservation

Listed as Ella Fitzgerald, The Chick Webb Orchestra – Swinging on the Reservation (Sing Me a Swing Song) · Watch on YouTube

youtube_video hC8HvMENOoA · row hC8HvMENOoA

LAION-DISCO-12M

I Still Feel the Same About You

Listed as The Ink Spots, Ella Fitzgerald – I Still Feel the Same About You (Pure Gold - The Ink Spots, Vol. 3) · Watch on YouTube

youtube_video iJYGFf5Mz6g · row iJYGFf5Mz6g

LAION-DISCO-12M

Who's Afraid

Listed as Ella Fitzgerald, Gordon Jenkins And His Orchestra – Who's Afraid (1953-1954 (Hd Remastered Edition)) · Watch on YouTube

youtube_video ib-iTbypaEg · row ib-iTbypaEg

LAION-DISCO-12M

C'est si bon

Listed as Luis Armstrong, Ella Fitzgerald, Billie Holiday – C'est si bon (Louis Armstrong (Amazing Collection)) · Watch on YouTube

youtube_video jY8ATqr8P1A · row jY8ATqr8P1A

LAION-DISCO-12M

My Heart Belongs to Daddy

Listed as Chick Webb & His Orchestra, Ella Fitzgerald – My Heart Belongs to Daddy (Queen of the Savoy: Early Years, Vol. 2 1937-39) · Watch on YouTube

youtube_video k1frxk0klbM · row k1frxk0klbM

LAION-DISCO-12M

It's Foxy

Listed as Chick Webb and His Orchestra, Ella Fitzgerald – It's Foxy (Woe Is Me (Recordings of 1938, New York)) · Watch on YouTube

youtube_video lr5IujDUxgQ · row lr5IujDUxgQ

LAION-DISCO-12M

Sing Me A Swing Song (And Let Me Dance)

Listed as Ella Fitzgerald, Chick Webb – Sing Me A Swing Song (And Let Me Dance) (Masters Of The Last Century: Best of Ella Fitzgerald) · Watch on YouTube

youtube_video mRNB_nxOKEg · row mRNB_nxOKEg

LAION-DISCO-12M

Can Anyone Explain? (No, No, No!)

Listed as Louis Armstrong, Ella Fitzgerald, Billie Holiday – Can Anyone Explain? (No, No, No!) (Louis Armstrong (Amazing Collection)) · Watch on YouTube

youtube_video mUNLPTOJwMk · row mUNLPTOJwMk

LAION-DISCO-12M

I Need

Listed as Ella Fitzgerald, Gordon Jenkins And His Orchestra – I Need (1953-1954 (Hd Remastered Edition)) · Watch on YouTube

youtube_video mWyvEN-hgUY · row mWyvEN-hgUY

LAION-DISCO-12M

Cow-Cow Boogie (Recording 1943)

Listed as Ella Fitzgerald, The Ink Spots – Cow-Cow Boogie (Recording 1943) (Vintage Vocal Jazz / Swing No. 82 - EP: Ella And Her Fellas) · Watch on YouTube

youtube_video nkagpwaWFTA · row nkagpwaWFTA

LAION-DISCO-12M

Baby, It's Cold Outside

Listed as Louis Jordan & His Tympany Five, Ella Fitzgerald – Baby, It's Cold Outside (In The Beginning...) · Watch on YouTube

youtube_video ntcM-PzXtGE · row ntcM-PzXtGE

LAION-DISCO-12M

Wacky Dust

Listed as Chick Webb & His Orchestra, Ella Fitzgerald – Wacky Dust (Vintage Songs Of Sex, Drugs & Cigarettes) · Watch on YouTube

youtube_video oUrMxse70rU · row oUrMxse70rU

LAION-DISCO-12M

Misty

Listed as Ella Fitzgerald, London Symphony Orchestra – Misty (Someone To Watch Over Me) · Watch on YouTube

youtube_video r_6aUG4wd48 · row r_6aUG4wd48

LAION-DISCO-12M

Dedicated To You

Listed as Ella Fitzgerald, The Mills Brothers – Dedicated To You (Duo's Duet - Can't We Be Friends) · Watch on YouTube

youtube_video szmPjcWstyE · row szmPjcWstyE

LAION-DISCO-12M

Vote for Mister Rhythm

Listed as Ella Fitzgerald, The Chick Webb Orchestra – Vote for Mister Rhythm (Sing Me a Swing Song) · Watch on YouTube

youtube_video xU69l5zlU2o · row xU69l5zlU2o

LAION-DISCO-12M

Into Each Life Some Rain Must Fall (Recording 1944)

Listed as Ella Fitzgerald, The Ink Spots – Into Each Life Some Rain Must Fall (Recording 1944) (Vintage Vocal Jazz / Swing No. 82 - EP: Ella And Her Fellas) · Watch on YouTube

youtube_video y-PHK3kSl1g · row y-PHK3kSl1g

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.