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 Bye Bye Blackbird (Live), Mon émouvant amour (Live au Palais des Congrès, Paris / 1991), Come Saturday Morning

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.

Bye Bye Blackbird (Live)

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

youtube_video -MOm4M_DK4w · row -MOm4M_DK4w

LAION-DISCO-12M

Mon émouvant amour (Live au Palais des Congrès, Paris / 1991)

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

youtube_video -hmgPykcQFE · row -hmgPykcQFE

LAION-DISCO-12M

Come Saturday Morning

Listed as Liza Minnelli – Come Saturday Morning (Come Saturday Morning (Expanded Edition)) · Watch on YouTube

youtube_video 4cPHHf9VcTk · row 4cPHHf9VcTk

LAION-DISCO-12M

New York, New York

Listed as Liza Minnelli – New York, New York (New York, New York) · Watch on YouTube

youtube_video 5-pyc_z7WbY · row 5-pyc_z7WbY

LAION-DISCO-12M

Don't Drop Bombs

Listed as Liza Minnelli – Don't Drop Bombs (Results) · Watch on YouTube

youtube_video 5H8nUw83cuE · row 5H8nUw83cuE

LAION-DISCO-12M

All That Jazz

Listed as Liza Minelli – All That Jazz (Together) · Watch on YouTube

youtube_video 60JB74DCJfY · row 60JB74DCJfY

LAION-DISCO-12M

Cabaret

Listed as Liza Minnelli – Cabaret (Cabaret (Original Soundtrack Recording)) · Watch on YouTube

youtube_video 72ebBwb3i3Q · row 72ebBwb3i3Q

LAION-DISCO-12M

Heiraten

Listed as Liza Minnelli – Heiraten (Cabaret (Original Soundtrack Recording)) · Watch on YouTube

youtube_video 9jcs23xlcX0 · row 9jcs23xlcX0

LAION-DISCO-12M

Ring Them Bells

Listed as Liza Minelli – Ring Them Bells (Together) · Watch on YouTube

youtube_video AUBC3gap7ng · row AUBC3gap7ng

LAION-DISCO-12M

Tonight Is Forever

Listed as Liza Minnelli – Tonight Is Forever (Results) · Watch on YouTube

youtube_video AmbEjYZgOVo · row AmbEjYZgOVo

LAION-DISCO-12M

Single Ladies (Put a Ring On It)

Listed as Liza Minnelli – Single Ladies (Put a Ring On It) (Sex and the City 2 (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video BbV9J_IO_Jg · row BbV9J_IO_Jg

LAION-DISCO-12M

If There Was Love

Listed as Liza Minnelli – If There Was Love (Results) · Watch on YouTube

youtube_video E3qjOuVE3WQ · row E3qjOuVE3WQ

LAION-DISCO-12M

You've Got To See Mama Ev'ry Night (Or You Can't See Mama At All) (feat. Vince Giordano & The Nighthawks)

Listed as Liza Minnelli – You've Got To See Mama Ev'ry Night (Or You Can't See Mama At All) (feat. Vince Giordano & The Nighthawks) (Boardwalk Empire Volume 2: Music From The HBO Original Series) · Watch on YouTube

youtube_video FD_psMFFYUA · row FD_psMFFYUA

LAION-DISCO-12M

Rent

Listed as Liza Minnelli – Rent (Results) · Watch on YouTube

youtube_video GkP9WdDiPRE · row GkP9WdDiPRE

LAION-DISCO-12M

Ring Them Bells (Live)

Listed as Liza Minnelli – Ring Them Bells (Live) (Liza With A "Z") · Watch on YouTube

youtube_video KScDJEE4CZk · row KScDJEE4CZk

LAION-DISCO-12M

Kander: New York, New York [New York, New York]

Listed as Luciano Pavarotti, Liza Minnelli, Orchestra Filarmonica Di Torino, Marco Armiliato – Kander: New York, New York [New York, New York] (Pavarotti & Friends for War Child) · Watch on YouTube

youtube_video KniSuaHWGik · row KniSuaHWGik

LAION-DISCO-12M

All That Jazz

Listed as Liza Minnelli – All That Jazz (The Singer (Expanded Edition)) · Watch on YouTube

youtube_video LI7Ei-Z54bE · row LI7Ei-Z54bE

LAION-DISCO-12M

I Can't Say Goodnight

Listed as Liza Minnelli – I Can't Say Goodnight (Results) · Watch on YouTube

youtube_video LqZlUOtEGzc · row LqZlUOtEGzc

LAION-DISCO-12M

Mein Herr

Listed as Liza Minnelli – Mein Herr (Cabaret (Original Soundtrack Recording)) · Watch on YouTube

youtube_video MFdjLDJkBR4 · row MFdjLDJkBR4

LAION-DISCO-12M

Yes (Live)

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

youtube_video N1ipN8uwf9Q · row N1ipN8uwf9Q

LAION-DISCO-12M

Does He Love You?

Listed as Liza Minnelli – Does He Love You? (Gently) · Watch on YouTube

youtube_video OaUaMG0yqC4 · row OaUaMG0yqC4

LAION-DISCO-12M

I Want You Now

Listed as Liza Minnelli – I Want You Now (Results) · Watch on YouTube

youtube_video QUa2-ZRi_ok · row QUa2-ZRi_ok

LAION-DISCO-12M

Maybe This Time

Listed as Liza Minnelli – Maybe This Time (Liza! Liza!) · Watch on YouTube

youtube_video QwVYepXSAxE · row QwVYepXSAxE

LAION-DISCO-12M

The Man I Love

Listed as Liza Minnelli – The Man I Love (New York, New York) · Watch on YouTube

youtube_video TZorfNS3ZhY · row TZorfNS3ZhY

LAION-DISCO-12M

City Lights

Listed as Liza Minnelli – City Lights (Ultimate Collection: Liza Minnelli) · Watch on YouTube

youtube_video X_s2FrdkM6U · row X_s2FrdkM6U

LAION-DISCO-12M

Cabaret

Listed as Liza Minnelli – Cabaret (16 Biggest Hits) · Watch on YouTube

youtube_video bRtPfTaI4zM · row bRtPfTaI4zM

LAION-DISCO-12M

Coda

Listed as Chita Rivera, Fred Ebb, Liza Minnelli – Coda (The Rink (Original Broadway Cast) (Remastered Version)) · Watch on YouTube

youtube_video cuJlPvA0qOo · row cuJlPvA0qOo

LAION-DISCO-12M

Losing My Mind

Listed as Liza Minnelli – Losing My Mind (Results) · Watch on YouTube

youtube_video d-8n-EXMwrQ · row d-8n-EXMwrQ

LAION-DISCO-12M

Sweet Blindness (Live On The Ed Sullivan Show, December 8, 1968)

Listed as Liza Minnelli – Sweet Blindness (Live On The Ed Sullivan Show, December 8, 1968) (Sweet Blindness (Live On The Ed Sullivan Show, December 8, 1968)) · Watch on YouTube

youtube_video eKMgT1FmqrE · row eKMgT1FmqrE

LAION-DISCO-12M

Keep a Happy Thought

Listed as Liza Minnelli – Keep a Happy Thought (Journey Back to Oz) · Watch on YouTube

youtube_video fpwbQZzM9i4 · row fpwbQZzM9i4

LAION-DISCO-12M

The Apple Doesn't Fall

Listed as Chita Rivera, Liza Minnelli – The Apple Doesn't Fall (The Rink (Original Broadway Cast) (Remastered Version)) · Watch on YouTube

youtube_video gLdxgk0J1n8 · row gLdxgk0J1n8

LAION-DISCO-12M

A Quiet Thing

Listed as Liza Minnelli – A Quiet Thing (Flora the Red Menace (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video gnGc3EZCuMw · row gnGc3EZCuMw

LAION-DISCO-12M

Who's Sorry Now (Live On The Ed Sullivan Show, October 31, 1965)

Listed as Liza Minnelli – Who's Sorry Now (Live On The Ed Sullivan Show, October 31, 1965) (Who's Sorry Now (Live On The Ed Sullivan Show, October 31, 1965)) · Watch on YouTube

youtube_video gnOF0hoRun8 · row gnOF0hoRun8

LAION-DISCO-12M

But The World Goes 'Round

Listed as Liza Minnelli – But The World Goes 'Round (New York, New York) · Watch on YouTube

youtube_video h6h9DAe9M1o · row h6h9DAe9M1o

LAION-DISCO-12M

Sing Happy

Listed as Liza Minnelli – Sing Happy (Flora the Red Menace (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video i_nKRiYu5To · row i_nKRiYu5To

LAION-DISCO-12M

So Sorry, I Said

Listed as Liza Minnelli – So Sorry, I Said (Results) · Watch on YouTube

youtube_video jUf3AmWRgzY · row jUf3AmWRgzY

LAION-DISCO-12M

Love Pains

Listed as Liza Minnelli – Love Pains (Results) · Watch on YouTube

youtube_video kJ4MlKBFlvw · row kJ4MlKBFlvw

LAION-DISCO-12M

Say Liza (Liza With A "Z") (Live)

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

youtube_video m5DndoVtYvE · row m5DndoVtYvE

LAION-DISCO-12M

Didn't We (Live On The Ed Sullivan Show, May 18, 1969)

Listed as Liza Minnelli – Didn't We (Live On The Ed Sullivan Show, May 18, 1969) (Didn't We (Live On The Ed Sullivan Show, May 18, 1969)) · Watch on YouTube

youtube_video mXP87TVDn-4 · row mXP87TVDn-4

LAION-DISCO-12M

Don't Ah Ma Me

Listed as Chita Rivera, Liza Minnelli – Don't Ah Ma Me (The Rink (Original Broadway Cast) (Remastered Version)) · Watch on YouTube

youtube_video oHaED2stufk · row oHaED2stufk

LAION-DISCO-12M

Maybe This Time

Listed as Liza Minnelli – Maybe This Time (Cabaret (Original Soundtrack Recording)) · Watch on YouTube

youtube_video oJSIFZNq7Uw · row oJSIFZNq7Uw

LAION-DISCO-12M

Stepping Out / I Want to Get into the Act (Live)

Listed as Liza Minnelli – Stepping Out / I Want to Get into the Act (Live) (The Best Of Liza Minnelli) · Watch on YouTube

youtube_video pbJh2EojFLg · row pbJh2EojFLg

LAION-DISCO-12M

I've Got The World On A String

Listed as Frank Sinatra, Liza Minnelli – I've Got The World On A String (Duets (20th Anniversary Deluxe Edition)) · Watch on YouTube

youtube_video rdPKGIl31pc · row rdPKGIl31pc

LAION-DISCO-12M

The Singer

Listed as Liza Minnelli – The Singer (The Singer (Expanded Edition)) · Watch on YouTube

youtube_video sTi7rsF1Q9M · row sTi7rsF1Q9M

LAION-DISCO-12M

Mrs. A

Listed as Chita Rivera, Liza Minnelli – Mrs. A (The Rink (Original Broadway Cast) (Remastered Version)) · Watch on YouTube

youtube_video tSKSOQj2BU4 · row tSKSOQj2BU4

LAION-DISCO-12M

Oh, Babe, What Would You Say?

Listed as Liza Minnelli – Oh, Babe, What Would You Say? (The Singer (Expanded Edition)) · Watch on YouTube

youtube_video tenQIM8J2ws · row tenQIM8J2ws

LAION-DISCO-12M

Not Enough Magic

Listed as Chita Rivera, Liza Minnelli, Scott Holmes – Not Enough Magic (The Rink (Original Broadway Cast) (Remastered Version)) · Watch on YouTube

youtube_video tr6s3MlbX9o · row tr6s3MlbX9o

LAION-DISCO-12M

Twist In My Sobriety

Listed as Liza Minnelli – Twist In My Sobriety (Results) · Watch on YouTube

youtube_video vYZkS8vAmSc · row vYZkS8vAmSc

LAION-DISCO-12M

Wallflower

Listed as Chita Rivera, Liza Minnelli – Wallflower (The Rink (Original Broadway Cast) (Remastered Version)) · Watch on YouTube

youtube_video yHW2PgnBcSE · row yHW2PgnBcSE

LAION-DISCO-12M

Theme From New York, New York (Live)

Listed as Liza Minnelli – Theme From New York, New York (Live) (Liza Live from Radio City Music Hall) · Watch on YouTube

youtube_video yXVL9Z8pZ0s · row yXVL9Z8pZ0s

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.