Artist The Manhattan Transfer on YouTube Music

Yes. The Manhattan Transfer has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Groovin' (feat. Felix Cavaliere), Foreign Affair, Swing Balboa (Down On Riverside)

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Groovin' (feat. Felix Cavaliere)

Listed as The Manhattan Transfer – Groovin' (feat. Felix Cavaliere) (Tonin') · Watch on YouTube

youtube_video -2mvIyRU_qU · row -2mvIyRU_qU

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Foreign Affair

Listed as The Manhattan Transfer – Foreign Affair (Extensions) · Watch on YouTube

youtube_video -8nI8y-L1P0 · row -8nI8y-L1P0

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Swing Balboa (Down On Riverside)

Listed as The Manhattan Transfer – Swing Balboa (Down On Riverside) (The Junction) · Watch on YouTube

youtube_video -kk2nSg17O0 · row -kk2nSg17O0

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Confide In Me

Listed as The Manhattan Transfer – Confide In Me (The Offbeat Of Avenues) · Watch on YouTube

youtube_video 0KT4Hr-SGPY · row 0KT4Hr-SGPY

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Gentleman With a Family

Listed as The Manhattan Transfer – Gentleman With a Family (The Offbeat Of Avenues) · Watch on YouTube

youtube_video 0N5yK6LKSgw · row 0N5yK6LKSgw

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Tequila / The Way Of The Booze

Listed as The Manhattan Transfer – Tequila / The Way Of The Booze (The Junction) · Watch on YouTube

youtube_video 38MJKWwE86s · row 38MJKWwE86s

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Clouds (adapted from "Nuages')

Listed as The Manhattan Transfer – Clouds (adapted from "Nuages') (Swing) · Watch on YouTube

youtube_video 5-W3lng6Z3o · row 5-W3lng6Z3o

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Operator (Live)

Listed as The Manhattan Transfer – Operator (Live) (The Christmas Concert (Live)) · Watch on YouTube

youtube_video 5nRUXvhHoo0 · row 5nRUXvhHoo0

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God Only Knows

Listed as The Manhattan Transfer, WDR Funkhausorchester – God Only Knows (God Only Knows) · Watch on YouTube

youtube_video 98qTQsYQkuY · row 98qTQsYQkuY

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Sing Joy Spring

Listed as The Manhattan Transfer – Sing Joy Spring (Vocalese) · Watch on YouTube

youtube_video 9kWa2VjHSuc · row 9kWa2VjHSuc

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Soldier Of Fortune

Listed as The Manhattan Transfer – Soldier Of Fortune (Bodies And Souls (Remastered Edition)) · Watch on YouTube

youtube_video BCWCO9gP9Yk · row BCWCO9gP9Yk

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Sing Moten's Swing

Listed as The Manhattan Transfer – Sing Moten's Swing (Swing) · Watch on YouTube

youtube_video DAcwNlW5xfk · row DAcwNlW5xfk

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Why Not (Manhattan Carnival)

Listed as The Manhattan Transfer – Why Not (Manhattan Carnival) (Bodies And Souls (Remastered Edition)) · Watch on YouTube

youtube_video DMHOmLazFR0 · row DMHOmLazFR0

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It's Gonna Take A Miracle (feat. Bette Midler)

Listed as The Manhattan Transfer – It's Gonna Take A Miracle (feat. Bette Midler) (Tonin') · Watch on YouTube

youtube_video DN-0_srudsU · row DN-0_srudsU

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Down South Camp Meetin'

Listed as The Manhattan Transfer – Down South Camp Meetin' (Bodies And Souls (Remastered Edition)) · Watch on YouTube

youtube_video DPSMqNblgAg · row DPSMqNblgAg

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In A Mellow Tone

Listed as The Manhattan Transfer – In A Mellow Tone (Pastiche) · Watch on YouTube

youtube_video EMG6ggr6xks · row EMG6ggr6xks

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Snowfall

Listed as The Manhattan Transfer – Snowfall (The Christmas Album) · Watch on YouTube

youtube_video ENviDcD2nY4 · row ENviDcD2nY4

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Lalala Means I Love You

Listed as The Manhattan Transfer – Lalala Means I Love You (Tonin') · Watch on YouTube

youtube_video GBqyF9CuRuI · row GBqyF9CuRuI

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You Can Depend On Me

Listed as The Manhattan Transfer – You Can Depend On Me (The Manhattan Transfer) · Watch on YouTube

youtube_video GS3nwKB0ke4 · row GS3nwKB0ke4

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Notes From The Underground (Antes Que Seja Tarde)

Listed as The Manhattan Transfer – Notes From The Underground (Antes Que Seja Tarde) (Brasil) · Watch on YouTube

youtube_video GtzaKmqz_oo · row GtzaKmqz_oo

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To You

Listed as The Manhattan Transfer – To You (Vocalese) · Watch on YouTube

youtube_video HqJ9fV8Z-Lc · row HqJ9fV8Z-Lc

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Hearts Desire

Listed as The Manhattan Transfer – Hearts Desire (The Manhattan Transfer) · Watch on YouTube

youtube_video KQvgY_ZPdSc · row KQvgY_ZPdSc

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Metropolis (Arlequim Desconhecido)

Listed as The Manhattan Transfer – Metropolis (Arlequim Desconhecido) (Brasil) · Watch on YouTube

youtube_video MUn1CjUB5OM · row MUn1CjUB5OM

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Love For Sale

Listed as The Manhattan Transfer – Love For Sale (Pastiche) · Watch on YouTube

youtube_video MV8BM3G2NKc · row MV8BM3G2NKc

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Je Voulais (Te Dire Que Je T'Attends)

Listed as The Manhattan Transfer – Je Voulais (Te Dire Que Je T'Attends) (Pastiche) · Watch on YouTube

youtube_video OgBrYSsM-wM · row OgBrYSsM-wM

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Gloria (Live)

Listed as The Manhattan Transfer – Gloria (Live) (The Manhattan Transfer) · Watch on YouTube

youtube_video Pkd0M13V2G4 · row Pkd0M13V2G4

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The Jungle Pioneer (Viola Violar)

Listed as The Manhattan Transfer, Milton Nascimento – The Jungle Pioneer (Viola Violar) (Brasil) · Watch on YouTube

youtube_video QaakIjU6mGM · row QaakIjU6mGM

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Coo Coo U

Listed as The Manhattan Transfer – Coo Coo U (Extensions) · Watch on YouTube

youtube_video T6OYx1BxSyU · row T6OYx1BxSyU

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Skyliner

Listed as The Manhattan Transfer – Skyliner (Swing) · Watch on YouTube

youtube_video Xh9U6R43R5s · row Xh9U6R43R5s

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10 Minutes Till the Savages Come

Listed as The Manhattan Transfer – 10 Minutes Till the Savages Come (The Offbeat Of Avenues) · Watch on YouTube

youtube_video Z_Zro3e0T70 · row Z_Zro3e0T70

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The Man I Love

Listed as The Manhattan Transfer, WDR Funkhausorchester – The Man I Love (The Man I Love) · Watch on YouTube

youtube_video a4uBPqEVzZQ · row a4uBPqEVzZQ

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Blue Champagne

Listed as The Manhattan Transfer – Blue Champagne (The Manhattan Transfer) · Watch on YouTube

youtube_video aR0RrT5S0nA · row aR0RrT5S0nA

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Topsy

Listed as The Manhattan Transfer – Topsy (Swing) · Watch on YouTube

youtube_video bXINPreBcXQ · row bXINPreBcXQ

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It's Not The Spotlight

Listed as The Manhattan Transfer – It's Not The Spotlight (Pastiche) · Watch on YouTube

youtube_video f_ia2x9d0nw · row f_ia2x9d0nw

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Airegin

Listed as The Manhattan Transfer – Airegin (Vocalese) · Watch on YouTube

youtube_video gmjjFObS05k · row gmjjFObS05k

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A-Tisket, A-Tasket

Listed as The Manhattan Transfer – A-Tisket, A-Tasket (Swing) · Watch on YouTube

youtube_video jEW89DKlBpc · row jEW89DKlBpc

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(Wanted) Dead Or Alive

Listed as The Manhattan Transfer – (Wanted) Dead Or Alive (Mecca For Moderns) · Watch on YouTube

youtube_video mCqWruYWxNI · row mCqWruYWxNI

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(The Word Of) Confirmation

Listed as The Manhattan Transfer – (The Word Of) Confirmation (Mecca For Moderns) · Watch on YouTube

youtube_video okJueGfP5tQ · row okJueGfP5tQ

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Occapella

Listed as The Manhattan Transfer – Occapella (The Manhattan Transfer) · Watch on YouTube

youtube_video psc-xKJO2_k · row psc-xKJO2_k

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Route 66

Listed as The Manhattan Transfer – Route 66 (35th Anniversary: Great American Songbook) · Watch on YouTube

youtube_video qgJlxJ0TXvM · row qgJlxJ0TXvM

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Hear The Voices (Bahia De Todas As Contas)

Listed as The Manhattan Transfer – Hear The Voices (Bahia De Todas As Contas) (Brasil) · Watch on YouTube

youtube_video sVMDsH0q5ZI · row sVMDsH0q5ZI

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Nothing Could Be Hotter Than That

Listed as The Manhattan Transfer – Nothing Could Be Hotter Than That (The Spirit Of St. Louis) · Watch on YouTube

youtube_video tT2_cGeISOs · row tT2_cGeISOs

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Kafka

Listed as The Manhattan Transfer – Kafka (Mecca For Moderns) · Watch on YouTube

youtube_video tn8crdmOcV8 · row tn8crdmOcV8

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Stomp Of King Porter

Listed as The Manhattan Transfer – Stomp Of King Porter (Swing) · Watch on YouTube

youtube_video udm4AWQJEmg · row udm4AWQJEmg

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Santa Claus Is Coming to Town / Santa Man

Listed as The Manhattan Transfer – Santa Claus Is Coming to Town / Santa Man (The Christmas Album) · Watch on YouTube

youtube_video uzRbwJQ_ROQ · row uzRbwJQ_ROQ

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Popsicle Toes

Listed as The Manhattan Transfer – Popsicle Toes (Coming Out) · Watch on YouTube

youtube_video whABOqtE86M · row whABOqtE86M

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Wacky Dust

Listed as The Manhattan Transfer – Wacky Dust (Extensions) · Watch on YouTube

youtube_video y0pZGYUQ1Bg · row y0pZGYUQ1Bg

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Don't Let Go

Listed as The Manhattan Transfer – Don't Let Go (Coming Out) · Watch on YouTube

youtube_video z1FYV0PoQBY · row z1FYV0PoQBY

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A Gal In Calico

Listed as The Manhattan Transfer – A Gal In Calico (Pastiche) · Watch on YouTube

youtube_video z2LSjKs3OGQ · row z2LSjKs3OGQ

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Paradise Within

Listed as The Manhattan Transfer, WDR Funkhausorchester – Paradise Within (Paradise Within) · Watch on YouTube

youtube_video zESwbAkeEsQ · row zESwbAkeEsQ

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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.