Yes. Jerry Orbach has 39 songs listed in a dataset used to train AI music models.

Used for training 39

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 Be Our Guest (From "Beauty and the Beast"), Beautiful Candy (1961 Original Broadway Cast Recording (1989 Remastered)), She's My Love (1961 Original Broadway Cast Recording (1989 Remastered))

Listed under the artist name 39 songs in LAION-DISCO-12M

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

Be Our Guest (From "Beauty and the Beast")

Listed as Angela Lansbury, Jerry Orbach – Be Our Guest (From "Beauty and the Beast") (Best Songs from the Silver Screen) · Watch on YouTube

youtube_video -vMcns9_A-s · row -vMcns9_A-s

LAION-DISCO-12M

Beautiful Candy (1961 Original Broadway Cast Recording (1989 Remastered))

Listed as Anna Maria Alberghetti, Jerry Orbach, Pierre Olaf – Beautiful Candy (1961 Original Broadway Cast Recording (1989 Remastered)) (Carnival) · Watch on YouTube

youtube_video 3GyPYQMaXxI · row 3GyPYQMaXxI

LAION-DISCO-12M

She's My Love (1961 Original Broadway Cast Recording (1989 Remastered))

Listed as Jerry Orbach – She's My Love (1961 Original Broadway Cast Recording (1989 Remastered)) (Carnival) · Watch on YouTube

youtube_video 593ukNBqpZQ · row 593ukNBqpZQ

LAION-DISCO-12M

I've Got To Find A Reason (1961 Original Broadway Cast Recording (1989 Remastered))

Listed as Jerry Orbach – I've Got To Find A Reason (1961 Original Broadway Cast Recording (1989 Remastered)) (Carnival) · Watch on YouTube

youtube_video 6HotIF5xuWc · row 6HotIF5xuWc

LAION-DISCO-12M

Her Face (1961 Original Broadway Cast Recording (1989 Remastered))

Listed as Jerry Orbach – Her Face (1961 Original Broadway Cast Recording (1989 Remastered)) (Carnival) · Watch on YouTube

youtube_video 6Ie3hsoSBEE · row 6Ie3hsoSBEE

LAION-DISCO-12M

Love Makes The World Go 'Round (From "Carnival" / Remastered 1989)

Listed as Anna Maria Alberghetti, Jerry Orbach, Pierre Olaf – Love Makes The World Go 'Round (From "Carnival" / Remastered 1989) (Carnival) · Watch on YouTube

youtube_video 9TBYM70y9sY · row 9TBYM70y9sY

LAION-DISCO-12M

Something There

Listed as Angela Lansbury, David Ogden Stiers, Jerry Orbach, Paige O'Hara – Something There (Walt Disney Records The Legacy Collection: Beauty and the Beast) · Watch on YouTube

youtube_video 9aXzcqh7MLE · row 9aXzcqh7MLE

LAION-DISCO-12M

You Wonder How These Things Begin

Listed as Jerry Orbach, Harvey Schmidt – You Wonder How These Things Begin (The Fantasticks (Original Cast Recording)) · Watch on YouTube

youtube_video 9nSaxXh6J_o · row 9nSaxXh6J_o

LAION-DISCO-12M

Her Face (Reprise) (1961 Original Broadway Cast Recording (1989 Remastered))

Listed as Jerry Orbach, Anna Maria Alberghetti – Her Face (Reprise) (1961 Original Broadway Cast Recording (1989 Remastered)) (Carnival) · Watch on YouTube

youtube_video A0omkEB0EAo · row A0omkEB0EAo

LAION-DISCO-12M

Lazy Afternoon

Listed as Jerry Orbach – Lazy Afternoon (Jerry Orbach: Off Broadway) · Watch on YouTube

youtube_video AslAYfgciA0 · row AslAYfgciA0

LAION-DISCO-12M

In A Little While

Listed as Jerry Orbach – In A Little While (Jerry Orbach: Off Broadway) · Watch on YouTube

youtube_video CQoQtXW_v2U · row CQoQtXW_v2U

LAION-DISCO-12M

Spring Is Here / Try to Remember

Listed as Shirley Bassey, Jerry Orbach – Spring Is Here / Try to Remember (Music You Can't Forget - Radio Hosts The Greatest Moments in Show Business) · Watch on YouTube

youtube_video CdUlWfo1368 · row CdUlWfo1368

LAION-DISCO-12M

I Could Be Happy With You (Remastered album version)

Listed as Jerry Orbach – I Could Be Happy With You (Remastered album version) (Jerry Orbach: Off Broadway) · Watch on YouTube

youtube_video FnjNhvZHj-A · row FnjNhvZHj-A

LAION-DISCO-12M

Everybody Likes You (1961 Original Broadway Cast Recording (1989 Remastered))

Listed as Jerry Orbach – Everybody Likes You (1961 Original Broadway Cast Recording (1989 Remastered)) (Carnival) · Watch on YouTube

youtube_video GEGfR5n75B8 · row GEGfR5n75B8

LAION-DISCO-12M

Be Our Guest

Listed as Angela Lansbury, Jerry Orbach, Chorus - Beauty And the Beast, Disney – Be Our Guest (Beauty and the Beast) · Watch on YouTube

youtube_video I7bJuMivqP8 · row I7bJuMivqP8

LAION-DISCO-12M

I've Got to Find a Reason

Listed as Jerry Orbach – I've Got to Find a Reason (Carnival (Original Broadway Cast)) · Watch on YouTube

youtube_video JTtxfv1-Srg · row JTtxfv1-Srg

LAION-DISCO-12M

Yum Ticky (1961 Original Broadway Cast Recording (1989 Remastered))

Listed as Anna Maria Alberghetti, Jerry Orbach, Pierre Olaf – Yum Ticky (1961 Original Broadway Cast Recording (1989 Remastered)) (Carnival) · Watch on YouTube

youtube_video MaR2gbHf_n4 · row MaR2gbHf_n4

LAION-DISCO-12M

I Hate Him / Her Face (Reprise)

Listed as Anna Maria Alberghetti, Jerry Orbach – I Hate Him / Her Face (Reprise) (Carnival (Original Broadway Cast)) · Watch on YouTube

youtube_video Nisw-J8HIWE · row Nisw-J8HIWE

LAION-DISCO-12M

It Depends On What You Pay

Listed as Jerry Orbach, William Larsen, Harvey Schmidt – It Depends On What You Pay (The Fantasticks (Original Cast Recording)) · Watch on YouTube

youtube_video PaC2j11J5Zg · row PaC2j11J5Zg

LAION-DISCO-12M

Mack The Knife

Listed as Jerry Orbach – Mack The Knife (Jerry Orbach: Off Broadway) · Watch on YouTube

youtube_video Rf4Fd_JkCys · row Rf4Fd_JkCys

LAION-DISCO-12M

Finale "Carnival" (1961 Original Broadway Cast Recording (1989 Remastered))

Listed as Jerry Orbach – Finale "Carnival" (1961 Original Broadway Cast Recording (1989 Remastered)) (Carnival) · Watch on YouTube

youtube_video VZAPs-W_Rkw · row VZAPs-W_Rkw

LAION-DISCO-12M

Laddie

Listed as Jerry Orbach – Laddie (Jerry Orbach: Off Broadway) · Watch on YouTube

youtube_video YUw2v3eZ_FY · row YUw2v3eZ_FY

LAION-DISCO-12M

There's A Small Hotel

Listed as Jerry Orbach – There's A Small Hotel (Jerry Orbach: Off Broadway) · Watch on YouTube

youtube_video _A68rEN4Wiw · row _A68rEN4Wiw

LAION-DISCO-12M

I'm Going To Find A Girl

Listed as Jerry Orbach – I'm Going To Find A Girl (Jerry Orbach: Off Broadway) · Watch on YouTube

youtube_video _xEJKJqcMio · row _xEJKJqcMio

LAION-DISCO-12M

Try To Remember

Listed as Jerry Orbach, Harvey Schmidt – Try To Remember (The Fantasticks (Original Cast Recording)) · Watch on YouTube

youtube_video arzRzPWghwE · row arzRzPWghwE

LAION-DISCO-12M

Round And Round

Listed as Jerry Orbach, Rita Gardner, Harvey Schmidt – Round And Round (The Fantasticks (Original Cast Recording)) · Watch on YouTube

youtube_video bELgmDwW5d8 · row bELgmDwW5d8

LAION-DISCO-12M

Something There

Listed as Robby Benson, Jerry Orbach, Paige O'Hara, Angela Lansbury – Something There (Beauty and the Beast) · Watch on YouTube

youtube_video duDRgr1WOfE · row duDRgr1WOfE

LAION-DISCO-12M

What Can It Be?

Listed as Jerry Orbach – What Can It Be? (Jerry Orbach: Off Broadway) · Watch on YouTube

youtube_video eGT0JjeQ7Dg · row eGT0JjeQ7Dg

LAION-DISCO-12M

There Is A Curious Paradox

Listed as Jerry Orbach, Harvey Schmidt – There Is A Curious Paradox (The Fantasticks (Original Cast Recording)) · Watch on YouTube

youtube_video g4gWF3M_GYM · row g4gWF3M_GYM

LAION-DISCO-12M

The Rich (1961 Original Broadway Cast Recording (1989 Remastered))

Listed as Anna Maria Alberghetti, Jerry Orbach, Pierre Olaf – The Rich (1961 Original Broadway Cast Recording (1989 Remastered)) (Carnival) · Watch on YouTube

youtube_video jO6OYFWlEZ8 · row jO6OYFWlEZ8

LAION-DISCO-12M

There's No Business Like Show Business

Listed as Bruce Yarnell, Rufus Smith, Ethel Merman, Jerry Orbach – There's No Business Like Show Business (Celebrate Broadway Vol. 3/Lullaby of Broadway) · Watch on YouTube

youtube_video jX91OQ8Lj3M · row jX91OQ8Lj3M

LAION-DISCO-12M

Human Again

Listed as Angela Lansbury, David Ogden Stiers, Jerry Orbach, Jo Anne Worley – Human Again (Beauty And The Beast (Special Edition)) · Watch on YouTube

youtube_video jw7WDgzINkk · row jw7WDgzINkk

LAION-DISCO-12M

Try To Remember (From "The Fantasticks" / Remastered 2000)

Listed as Jerry Orbach, Harvey Schmidt – Try To Remember (From "The Fantasticks" / Remastered 2000) (Jerry Orbach: Off Broadway) · Watch on YouTube

youtube_video odALPn6r4kc · row odALPn6r4kc

LAION-DISCO-12M

King Of The World

Listed as Jerry Orbach – King Of The World (Jerry Orbach: Off Broadway) · Watch on YouTube

youtube_video ouXNu94OXsI · row ouXNu94OXsI

LAION-DISCO-12M

Once In A Blue Moon

Listed as Jerry Orbach – Once In A Blue Moon (Jerry Orbach: Off Broadway) · Watch on YouTube

youtube_video q6IYEm6sn4c · row q6IYEm6sn4c

LAION-DISCO-12M

Portofino

Listed as Jerry Orbach – Portofino (Jerry Orbach: Off Broadway) · Watch on YouTube

youtube_video rWT2EJHcUrk · row rWT2EJHcUrk

LAION-DISCO-12M

Lullaby of Broadway

Listed as Jerry Orbach, 42nd Street Ensemble – Lullaby of Broadway (Celebrate Broadway Vol. 3/Lullaby of Broadway) · Watch on YouTube

youtube_video sNN9NoXF3so · row sNN9NoXF3so

LAION-DISCO-12M

I Can See It

Listed as Kenneth Nelson, Jerry Orbach, Harvey Schmidt – I Can See It (The Fantasticks (Original Cast Recording)) · Watch on YouTube

youtube_video xiSniDi3_gQ · row xiSniDi3_gQ

LAION-DISCO-12M

Try To Remember (Reprise)

Listed as Jerry Orbach, Rita Gardner, Kenneth Nelson, William Larsen – Try To Remember (Reprise) (The Fantasticks (Original Cast Recording)) · Watch on YouTube

youtube_video yuAqGWjr29E · row yuAqGWjr29E

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.