Yes. Irving Berlin has 151 songs listed in a dataset used to train AI music models.

Used for training 151

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 There's No Business Like Show Business, Lazy, Russian Lullaby

Listed under the artist name 151 songs in LAION-DISCO-12M

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

There's No Business Like Show Business

Listed as Irving Berlin, Ethel Merman – There's No Business Like Show Business (There's No Business Like Show Business (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 1a1TwHzqkV8 · row 1a1TwHzqkV8

LAION-DISCO-12M

Lazy

Listed as Irving Berlin, Marilyn Monroe, Donald O'Connor, Mitzi Gaynor – Lazy (There's No Business Like Show Business (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 2AqrI2gOOQg · row 2AqrI2gOOQg

LAION-DISCO-12M

Russian Lullaby

Listed as Talila, Irving Berlin – Russian Lullaby (Le temps des bonheurs) · Watch on YouTube

youtube_video 2pgm3A6M6rE · row 2pgm3A6M6rE

LAION-DISCO-12M

A Man Chases A Girl (Until She Catches Him)

Listed as Irving Berlin, Donald O'Connor, Marilyn Monroe – A Man Chases A Girl (Until She Catches Him) (There's No Business Like Show Business (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 4rOtfQlB8YU · row 4rOtfQlB8YU

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There Is No Business Like Show Business (From "Annie Get Your Gun")

Listed as Irving Berlin – There Is No Business Like Show Business (From "Annie Get Your Gun") (100 Broadway Classics) · Watch on YouTube

youtube_video 6KBHjh_bC00 · row 6KBHjh_bC00

LAION-DISCO-12M

Let Me Sing And I'm Happy

Listed as Irving Berlin, Various Artists, Al Jolson, Ruth Etting – Let Me Sing And I'm Happy (Irving Berlin: A Tribute to His Music (Original Recordings 1921-1931)) · Watch on YouTube

youtube_video 7TzXvyvrjyg · row 7TzXvyvrjyg

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Always

Listed as Irving Berlin, Various Artists, Al Jolson, Ruth Etting – Always (Irving Berlin: A Tribute to His Music (Original Recordings 1921-1931)) · Watch on YouTube

youtube_video 7Zcec6mZoLs · row 7Zcec6mZoLs

LAION-DISCO-12M

Lazy

Listed as Irving Berlin, Various Artists, Al Jolson, Ruth Etting – Lazy (Irving Berlin: A Tribute to His Music (Original Recordings 1921-1931)) · Watch on YouTube

youtube_video 8Yy0ZtYYM6s · row 8Yy0ZtYYM6s

LAION-DISCO-12M

You Forgot To Remember

Listed as Irving Berlin, Various Artists, Al Jolson, Ruth Etting – You Forgot To Remember (Irving Berlin: A Tribute to His Music (Original Recordings 1921-1931)) · Watch on YouTube

youtube_video BQgEC4CFZ-o · row BQgEC4CFZ-o

LAION-DISCO-12M

On the Street Where You Live (From My Fair Lady)

Listed as Irving Berlin – On the Street Where You Live (From My Fair Lady) (Treading the Boards, Vol. 1) · Watch on YouTube

youtube_video F2Pca1cKJE8 · row F2Pca1cKJE8

LAION-DISCO-12M

Russian Lullaby

Listed as Irving Berlin, Various Artists, Al Jolson, Ruth Etting – Russian Lullaby (Irving Berlin: A Tribute to His Music (Original Recordings 1921-1931)) · Watch on YouTube

youtube_video FOcZiPrUOds · row FOcZiPrUOds

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White Christmas

Listed as Irving Berlin, Frank Sinatra – White Christmas (Simply ... Blue Eyes! (The 2020 Remasters)) · Watch on YouTube

youtube_video FepIvY1YmKY · row FepIvY1YmKY

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Sunshine

Listed as Irving Berlin, Various Artists, Al Jolson, Ruth Etting – Sunshine (Irving Berlin: A Tribute to His Music (Original Recordings 1921-1931)) · Watch on YouTube

youtube_video GOAfddB4Tc8 · row GOAfddB4Tc8

LAION-DISCO-12M

How Many Times?

Listed as Irving Berlin, Various Artists, Al Jolson, Ruth Etting – How Many Times? (Irving Berlin: A Tribute to His Music (Original Recordings 1921-1931)) · Watch on YouTube

youtube_video GbIiPybj3xA · row GbIiPybj3xA

LAION-DISCO-12M

Russian Lullaby

Listed as Ella Fitzgerald, Irving Berlin – Russian Lullaby (Old Style Collection Box, Vol. 4 (9 Greats Albums 110 Songs)) · Watch on YouTube

youtube_video INjvNB6xyDs · row INjvNB6xyDs

LAION-DISCO-12M

A Pretty Girl Is Like A Melody

Listed as Irving Berlin, Various Artists, Al Jolson, Ruth Etting – A Pretty Girl Is Like A Melody (Irving Berlin: A Tribute to His Music (Original Recordings 1921-1931)) · Watch on YouTube

youtube_video JlqVloxoD_s · row JlqVloxoD_s

LAION-DISCO-12M

I Got Lost In His Arms (from Annie Get Your Gun)

Listed as Donna McKechnie, Irving Berlin – I Got Lost In His Arms (from Annie Get Your Gun) (Same Place: Another Time) · Watch on YouTube

youtube_video NZB2Dooi4dI · row NZB2Dooi4dI

LAION-DISCO-12M

Everybody Step

Listed as Irving Berlin, Various Artists, Al Jolson, Ruth Etting – Everybody Step (Irving Berlin: A Tribute to His Music (Original Recordings 1921-1931)) · Watch on YouTube

youtube_video OvLWo_G46js · row OvLWo_G46js

LAION-DISCO-12M

Top Hat, White Tie, and Tails

Listed as Ella Fitzgerald, Irving Berlin – Top Hat, White Tie, and Tails (Old Style Collection Box, Vol. 4 (9 Greats Albums 110 Songs)) · Watch on YouTube

youtube_video Qsv67n8bwvI · row Qsv67n8bwvI

LAION-DISCO-12M

Puttin' On the Ritz

Listed as Ella Fitzgerald, Irving Berlin – Puttin' On the Ritz (Old Style Collection Box, Vol. 4 (9 Greats Albums 110 Songs)) · Watch on YouTube

youtube_video SjrjkLePxP0 · row SjrjkLePxP0

LAION-DISCO-12M

White Christmas, Pt. 1

Listed as Pink Martini, Irving Berlin – White Christmas, Pt. 1 (Joy to the World) · Watch on YouTube

youtube_video TFlbjItV6qM · row TFlbjItV6qM

LAION-DISCO-12M

Better Luck Next Time (from Easter Parade)

Listed as Donna McKechnie, Irving Berlin – Better Luck Next Time (from Easter Parade) (Same Place: Another Time) · Watch on YouTube

youtube_video Tv0h29J0UPU · row Tv0h29J0UPU

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I've Got Plenty

Listed as Irving Berlin – I've Got Plenty (Music from Irving Berlin: Holiday Inn) · Watch on YouTube

youtube_video U_tVCMuF7Vg · row U_tVCMuF7Vg

LAION-DISCO-12M

Let's Have Another Cup of Coffee

Listed as Irving Berlin – Let's Have Another Cup of Coffee (The Broadway Musicals (Classic Show Tunes)) · Watch on YouTube

youtube_video Vce5q5bjQtU · row Vce5q5bjQtU

LAION-DISCO-12M

Hymn to the Orient

Listed as I. Berlin – Hymn to the Orient (101 Essential Stan Getz Classics) · Watch on YouTube

youtube_video W4PyLZbstoA · row W4PyLZbstoA

LAION-DISCO-12M

After You Get What You Want (You Don't Want It)

Listed as Irving Berlin, Marilyn Monroe – After You Get What You Want (You Don't Want It) (There's No Business Like Show Business (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video WtlKX1V-0Vo · row WtlKX1V-0Vo

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Sisters

Listed as Irving Berlin – Sisters (White Christmas from Columbia) · Watch on YouTube

youtube_video X6bKmuj3m_c · row X6bKmuj3m_c

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Puttin' On The Ritz

Listed as Irving Berlin, Various Artists, Al Jolson, Ruth Etting – Puttin' On The Ritz (Irving Berlin: A Tribute to His Music (Original Recordings 1921-1931)) · Watch on YouTube

youtube_video XNbnJd5gm8o · row XNbnJd5gm8o

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White Christmas

Listed as Irving Berlin – White Christmas (The Broadway Musicals (Classic Show Tunes)) · Watch on YouTube

youtube_video YWWikyiTP6M · row YWWikyiTP6M

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How Deep Is the Ocean

Listed as Irving Berlin – How Deep Is the Ocean (The Broadway Musicals (Classic Show Tunes)) · Watch on YouTube

youtube_video a70-WukHWt4 · row a70-WukHWt4

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

Alexander's Ragtime Band

Listed as Irving Berlin – Alexander's Ragtime Band (The Broadway Musicals (Classic Show Tunes)) · Watch on YouTube

youtube_video bu1_REPhQQY · row bu1_REPhQQY

LAION-DISCO-12M

Oh How I Hate To Get Up In The Morning (From "This Is The Army")

Listed as Irving Berlin – Oh How I Hate To Get Up In The Morning (From "This Is The Army") (Legendary Film Music Classics Irving Berlin) · Watch on YouTube

youtube_video buvVYVrYRbs · row buvVYVrYRbs

LAION-DISCO-12M

Alexander's Ragtime Band

Listed as Irving Berlin, Ethel Merman, Dan Dailey, Donald O'Connor – Alexander's Ragtime Band (There's No Business Like Show Business (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video c9xR_oVlGwI · row c9xR_oVlGwI

LAION-DISCO-12M

If You Believe

Listed as Irving Berlin, Johnnie Ray – If You Believe (There's No Business Like Show Business (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video cV8h1cGYSQM · row cV8h1cGYSQM

LAION-DISCO-12M

Happy Holiday

Listed as Irving Berlin – Happy Holiday (The Best Of Christmas Songs) · Watch on YouTube

youtube_video cpI1frNtloM · row cpI1frNtloM

LAION-DISCO-12M

How Deep Is the Ocean (How High Is the Sky)

Listed as Ella Fitzgerald, Irving Berlin – How Deep Is the Ocean (How High Is the Sky) (Old Style Collection Box, Vol. 4 (9 Greats Albums 110 Songs)) · Watch on YouTube

youtube_video gg6LgNb7LyI · row gg6LgNb7LyI

LAION-DISCO-12M

Puttin' on the Ritz

Listed as Irving Berlin – Puttin' on the Ritz (The Songbook Series - There's No Business Like Show Business) · Watch on YouTube

youtube_video iV9z6goeQxg · row iV9z6goeQxg

LAION-DISCO-12M

Puttin' On the Ritz

Listed as Irving Berlin – Puttin' On the Ritz (The Broadway Musicals (Classic Show Tunes)) · Watch on YouTube

youtube_video mS1ERwrdyj4 · row mS1ERwrdyj4

LAION-DISCO-12M

Me!

Listed as Irving Berlin, Various Artists, Al Jolson, Ruth Etting – Me! (Irving Berlin: A Tribute to His Music (Original Recordings 1921-1931)) · Watch on YouTube

youtube_video n1C7oAe__28 · row n1C7oAe__28

LAION-DISCO-12M

Slumming On Park Avenue

Listed as Irving Berlin – Slumming On Park Avenue (The Broadway Musicals (Classic Show Tunes)) · Watch on YouTube

youtube_video nhfHZqVK860 · row nhfHZqVK860

LAION-DISCO-12M

What'll I Do

Listed as Irving Berlin – What'll I Do (The Songbook Series - There's No Business Like Show Business) · Watch on YouTube

youtube_video q7wTE7udWQ0 · row q7wTE7udWQ0

LAION-DISCO-12M

Sunday Monday or Always

Listed as Irving Berlin, Bing Crosby – Sunday Monday or Always (Old and Good Jazz, Vol. 4) · Watch on YouTube

youtube_video q7xwFxk58Ek · row q7xwFxk58Ek

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A Sailor's Not A Sailor ('Til A Sailor's Been Tatooed)

Listed as Irving Berlin, Ethel Merman, Mitzi Gaynor – A Sailor's Not A Sailor ('Til A Sailor's Been Tatooed) (There's No Business Like Show Business (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video rQDuVQrLgXQ · row rQDuVQrLgXQ

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Marie

Listed as Irving Berlin – Marie (The Broadway Musicals (Classic Show Tunes)) · Watch on YouTube

youtube_video rTxO621jcd8 · row rTxO621jcd8

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Top Hat: Cheek to cheek

Listed as Irving Berlin, Frank Sinatra – Top Hat: Cheek to cheek (Simply ... Blue Eyes! (The 2020 Remasters)) · Watch on YouTube

youtube_video t1oaBa9F6hA · row t1oaBa9F6hA

LAION-DISCO-12M

Blue Skies

Listed as Irving Berlin, Various Artists, Al Jolson, Ruth Etting – Blue Skies (Irving Berlin: A Tribute to His Music (Original Recordings 1921-1931)) · Watch on YouTube

youtube_video u95BpnGqR78 · row u95BpnGqR78

LAION-DISCO-12M

I Got the Sun in the Morning (feat. Ethel Merman)

Listed as Irving Berlin – I Got the Sun in the Morning (feat. Ethel Merman) (Annie Get Your Gun (Original Broadway Cast 1946)) · Watch on YouTube

youtube_video uJxYD8kxs88 · row uJxYD8kxs88

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Alexander's Ragtime Band

Listed as Irving Berlin – Alexander's Ragtime Band (Ghosts Of The Abyss) · Watch on YouTube

youtube_video xb5O3xrFsZo · row xb5O3xrFsZo

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Cheek to Cheek

Listed as Ella Fitzgerald, Irving Berlin – Cheek to Cheek (African Mailman (The Postman Always Rings Twice for Nina & Ella)) · Watch on YouTube

youtube_video yA_u-rC8WHc · row yA_u-rC8WHc

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.