Yes. Liza Minnelli has 153 songs listed in a dataset used to train AI music models.

Used for training 153

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 Not Every Day of the Week, The Debutante's Ball, Close Your Eyes

Listed under the artist name 153 songs in LAION-DISCO-12M

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

Not Every Day of the Week

Listed as Liza Minnelli, Bob Dishy – Not Every Day of the Week (Flora the Red Menace (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video 1ALHtgS3gGg · row 1ALHtgS3gGg

LAION-DISCO-12M

The Debutante's Ball

Listed as Liza Minnelli – The Debutante's Ball (Liza Minnelli) · Watch on YouTube

youtube_video 1keSdqz419Y · row 1keSdqz419Y

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Close Your Eyes

Listed as Liza Minnelli – Close Your Eyes (Gently) · Watch on YouTube

youtube_video 3j2TPn-MOic · row 3j2TPn-MOic

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Once In A While

Listed as Liza Minnelli – Once In A While (New York, New York) · Watch on YouTube

youtube_video 411TiTIcOfw · row 411TiTIcOfw

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Ebb & Kander Medley IV (Live At Carnegie Hall, New York City, NY / May 28 - June 18, 1987)

Listed as Liza Minnelli – Ebb & Kander Medley IV (Live At Carnegie Hall, New York City, NY / May 28 - June 18, 1987) (Highlights From The Carnegie Hall Concerts (Live)) · Watch on YouTube

youtube_video 5bqTsos93jM · row 5bqTsos93jM

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Old Friends (Live At Carnegie Hall, New York City, NY / May 28 - June 18, 1987)

Listed as Liza Minnelli – Old Friends (Live At Carnegie Hall, New York City, NY / May 28 - June 18, 1987) (Liza Minnelli At Carnegie Hall (Live)) · Watch on YouTube

youtube_video 5gi-CoF1R8Q · row 5gi-CoF1R8Q

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If I Were In Your Shoes

Listed as Liza Minnelli – If I Were In Your Shoes (Liza! Liza!) · Watch on YouTube

youtube_video 6EypkdSV698 · row 6EypkdSV698

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My Mammy (Live)

Listed as Liza Minnelli – My Mammy (Live) (Liza With A "Z") · Watch on YouTube

youtube_video 6KdbsNUoIHY · row 6KdbsNUoIHY

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Maybe This Time / Something Big

Listed as Liza Minelli, Jack Jones – Maybe This Time / Something Big (Music You Can't Forget - Radio Hosts The Greatest Moments in Show Business) · Watch on YouTube

youtube_video 7lzia5dNreA · row 7lzia5dNreA

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Old Friends (Live)

Listed as Liza Minnelli – Old Friends (Live) (The Best Of Liza Minnelli) · Watch on YouTube

youtube_video 7nXrs10Xx6A · row 7nXrs10Xx6A

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Overture (Live)

Listed as Liza Minnelli – Overture (Live) (Liza Live from Radio City Music Hall) · Watch on YouTube

youtube_video 8UhX-yTwKXo · row 8UhX-yTwKXo

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I'll Build A Stairway To Paradise

Listed as Liza Minnelli – I'll Build A Stairway To Paradise (The Capitol Years) · Watch on YouTube

youtube_video BZ5nrIgHKZw · row BZ5nrIgHKZw

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Water Under the Bridge (From "Singing Out Loud")

Listed as Liza Minnelli, Billy Stritch – Water Under the Bridge (From "Singing Out Loud") (Sondheim: A Celebration at Carnegie Hall (Concert Cast Recording (1992))) · Watch on YouTube

youtube_video DTrKPckORgo · row DTrKPckORgo

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Some People (Live At Carnegie Hall, New York City, NY / May 28 - June 18, 1987)

Listed as Liza Minnelli – Some People (Live At Carnegie Hall, New York City, NY / May 28 - June 18, 1987) (Liza Minnelli At Carnegie Hall (Live)) · Watch on YouTube

youtube_video DxUEIP0mSr8 · row DxUEIP0mSr8

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You've Let Yourself Go (Live)

Listed as Liza Minnelli – You've Let Yourself Go (Live) (Liza With A "Z") · Watch on YouTube

youtube_video JPdCrb3cLeQ · row JPdCrb3cLeQ

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Embraceable You

Listed as Liza Minnelli – Embraceable You (Gently) · Watch on YouTube

youtube_video J_kTI3FYkpY · row J_kTI3FYkpY

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Alexander's Ragtime Band (Live At Carnegie Hall, New York City, NY / May 28 - June 18, 1987)

Listed as Liza Minnelli – Alexander's Ragtime Band (Live At Carnegie Hall, New York City, NY / May 28 - June 18, 1987) (Highlights From The Carnegie Hall Concerts (Live)) · Watch on YouTube

youtube_video K5FMZ2FIq6s · row K5FMZ2FIq6s

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So What (Live)

Listed as Liza Minnelli – So What (Live) (Liza Live from Radio City Music Hall) · Watch on YouTube

youtube_video KUcLfUT4fpo · row KUcLfUT4fpo

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Les comédiens (Live au Palais des Congrès, Paris / 1991)

Listed as Liza Minnelli, Charles Aznavour – Les comédiens (Live au Palais des Congrès, Paris / 1991) (Aznavour Minnelli (Live au Palais des Congrès / 1991)) · Watch on YouTube

youtube_video MOaLUObmVws · row MOaLUObmVws

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If You Hadn't, But You Did (Live At Carnegie Hall, New York City, NY / May 28 - June 18, 1987)

Listed as Liza Minnelli – If You Hadn't, But You Did (Live At Carnegie Hall, New York City, NY / May 28 - June 18, 1987) (Liza Minnelli At Carnegie Hall (Live)) · Watch on YouTube

youtube_video ND1dAl_AfAg · row ND1dAl_AfAg

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I Will Wait For You (Live At The Olympia In Paris/1972)

Listed as Liza Minnelli – I Will Wait For You (Live At The Olympia In Paris/1972) (Live At The Olympia In Paris) · Watch on YouTube

youtube_video NbG5JPbOQ8g · row NbG5JPbOQ8g

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Shine On Harvest Moon

Listed as Liza Minnelli – Shine On Harvest Moon (Live in New York 1979--The Ultimate Edition) · Watch on YouTube

youtube_video NlpT-AHdp5w · row NlpT-AHdp5w

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A Faraway Land

Listed as Liza Minnelli – A Faraway Land (Journey Back to Oz) · Watch on YouTube

youtube_video O_4cggN6SkI · row O_4cggN6SkI

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I'm One of the Smart Ones

Listed as Liza Minnelli – I'm One of the Smart Ones (Legends Of Broadway - Liza Minnelli Live At The Winter Garden) · Watch on YouTube

youtube_video P812mPL8Wj8 · row P812mPL8Wj8

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Sorry I Asked (Live)

Listed as Liza Minnelli – Sorry I Asked (Live) (Liza Live from Radio City Music Hall) · Watch on YouTube

youtube_video QJJGaUbCsmY · row QJJGaUbCsmY

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New York Medley

Listed as Liza Minnelli – New York Medley (Live in New York 1979--The Ultimate Edition) · Watch on YouTube

youtube_video RMr9FO9nS7Q · row RMr9FO9nS7Q

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The Sound Of Your Name (Live au Palais des Congrès, Paris / 1991)

Listed as Charles Aznavour, Liza Minnelli – The Sound Of Your Name (Live au Palais des Congrès, Paris / 1991) (Aznavour Minnelli (Live au Palais des Congrès / 1991)) · Watch on YouTube

youtube_video RYYKx6vxw8I · row RYYKx6vxw8I

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The Look Of Love

Listed as Liza Minnelli – The Look Of Love (Liza Minnelli) · Watch on YouTube

youtube_video S8eSESL34wE · row S8eSESL34wE

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Some Cats Know

Listed as Liza Minnelli – Some Cats Know (Gently) · Watch on YouTube

youtube_video U4v4h3CqswA · row U4v4h3CqswA

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It Had To Be You

Listed as Liza Minnelli – It Had To Be You (Gently) · Watch on YouTube

youtube_video Ur38O5m__hs · row Ur38O5m__hs

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Once In A Lifetime

Listed as Liza Minnelli, Luiz Henrique – Once In A Lifetime (Come Saturday Morning (Expanded Edition)) · Watch on YouTube

youtube_video W8oPVc5t72U · row W8oPVc5t72U

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My Own Best Friend

Listed as Liza Minnelli – My Own Best Friend (The Singer (Expanded Edition)) · Watch on YouTube

youtube_video Wbx8FgHjoRA · row Wbx8FgHjoRA

LAION-DISCO-12M

Shine on Harvest Moon

Listed as Liza Minnelli – Shine on Harvest Moon (Legends Of Broadway - Liza Minnelli Live At The Winter Garden) · Watch on YouTube

youtube_video YjwnUtAB4nk · row YjwnUtAB4nk

LAION-DISCO-12M

Arthur in the Afternoon

Listed as Liza Minnelli – Arthur in the Afternoon (Live in New York 1979--The Ultimate Edition) · Watch on YouTube

youtube_video YwmDps-zd8U · row YwmDps-zd8U

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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

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Live Alone And Like It (Live)

Listed as Liza Minnelli – Live Alone And Like It (Live) (Liza Live from Radio City Music Hall) · Watch on YouTube

youtube_video eHEJTj2jnJo · row eHEJTj2jnJo

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You Stepped Out Of A Dream

Listed as Liza Minnelli – You Stepped Out Of A Dream (Gently) · Watch on YouTube

youtube_video fi7eyzkvtAU · row fi7eyzkvtAU

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Stormy Weather (Keeps Rainin' All The Time)

Listed as Liza Minnelli – Stormy Weather (Keeps Rainin' All The Time) (New Feelin' (Expanded Edition)) · Watch on YouTube

youtube_video fp1RrkDZZtE · row fp1RrkDZZtE

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Can't Help Lovin' That Man Of Mine

Listed as Liza Minnelli – Can't Help Lovin' That Man Of Mine (New Feelin' (Expanded Edition)) · Watch on YouTube

youtube_video i3AeCnhqy34 · row i3AeCnhqy34

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All I Need (Is One Good Break)

Listed as Liza Minnelli, Flora the Red Menace Ensemble – All I Need (Is One Good Break) (Flora the Red Menace (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video mM1BUvus1cw · row mM1BUvus1cw

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Liza’s Medley: Take Me Along/ If I Could Be With You/Tea For Two/Who/They Can't Take That Away From Me/By Myself/Take Me Along/Mammy (Live At The London Palladium/1964)

Listed as Liza Minnelli – Liza’s Medley: Take Me Along/ If I Could Be With You/Tea For Two/Who/They Can't Take That Away From Me/By Myself/Take Me Along/Mammy (Live At The London Palladium/1964) ("Live" At The London Palladium) · Watch on YouTube

youtube_video mhCFWd8Mvqc · row mhCFWd8Mvqc

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Rose's Turn

Listed as Liza Minnelli – Rose's Turn (Liza's Back) · Watch on YouTube

youtube_video nIfcJN_ldpY · row nIfcJN_ldpY

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Tell Me You Love Me Junie Moon

Listed as Liza Minnelli – Tell Me You Love Me Junie Moon (New Feelin' (Expanded Edition)) · Watch on YouTube

youtube_video nyKWhAw9cXo · row nyKWhAw9cXo

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One Of Those Songs

Listed as Liza Minnelli – One Of Those Songs (There Is A Time) · Watch on YouTube

youtube_video o4qJDFsNqVc · row o4qJDFsNqVc

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Here I'll Stay / Our Love Is Here To Stay (Live At Carnegie Hall, New York City, NY / May 28 - June 18, 1987)

Listed as Liza Minnelli – Here I'll Stay / Our Love Is Here To Stay (Live At Carnegie Hall, New York City, NY / May 28 - June 18, 1987) (Highlights From The Carnegie Hall Concerts (Live)) · Watch on YouTube

youtube_video oMluA29U5Ws · row oMluA29U5Ws

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Never Let Me Go

Listed as Liza Minnelli – Never Let Me Go (Gently) · Watch on YouTube

youtube_video qNRUw0aA1jE · row qNRUw0aA1jE

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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

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Walking Papers

Listed as Liza Minelli – Walking Papers (New York New York (The Great American Songbook)) · Watch on YouTube

youtube_video qrcS8u_XOqU · row qrcS8u_XOqU

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Come Rain Or Come Shine

Listed as Liza Minnelli – Come Rain Or Come Shine (New Feelin' (Expanded Edition)) · Watch on YouTube

youtube_video tqmQapuAcLQ · row tqmQapuAcLQ

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There Goes The Ball Game

Listed as Liza Minnelli – There Goes The Ball Game (New York, New York) · Watch on YouTube

youtube_video zvAp7cyKFMY · row zvAp7cyKFMY

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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.