Yes. Willie Bobo has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Azulito, Goin' Out of My Head, It's Not Unusual (Instrumental)

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Azulito

Listed as Willie Bobo – Azulito (Bobo! Do That Thing) · Watch on YouTube

youtube_video 47TqunqnXXg · row 47TqunqnXXg

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Goin' Out of My Head

Listed as Willie Bobo – Goin' Out of My Head (Uno Dos Tres) · Watch on YouTube

youtube_video 5T-Twwxe-wA · row 5T-Twwxe-wA

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It's Not Unusual (Instrumental)

Listed as Willie Bobo – It's Not Unusual (Instrumental) (Spanish Grease) · Watch on YouTube

youtube_video 5mxwgqoL2Js · row 5mxwgqoL2Js

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Shing'A'Ling Baby

Listed as Willie Bobo – Shing'A'Ling Baby (Juicy) · Watch on YouTube

youtube_video 6yjnQxBQ8NE · row 6yjnQxBQ8NE

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Lisa

Listed as Willie Bobo – Lisa (A New Dimension) · Watch on YouTube

youtube_video 8ir3SKYy5TM · row 8ir3SKYy5TM

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Our Day Will Come

Listed as Willie Bobo – Our Day Will Come (Spanish Grease) · Watch on YouTube

youtube_video AbNR0PXF1r4 · row AbNR0PXF1r4

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Together

Listed as Willie Bobo – Together (Hell Of An Act To Follow) · Watch on YouTube

youtube_video AptoRfZq4H8 · row AptoRfZq4H8

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Funky Sneakers

Listed as Willie Bobo – Funky Sneakers (Blue Note Trip 8: Swing Low/Fly High) · Watch on YouTube

youtube_video EaOV5cyFdIY · row EaOV5cyFdIY

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Dreams

Listed as Willie Bobo – Dreams (Juicy) · Watch on YouTube

youtube_video GLGiGhhQLHs · row GLGiGhhQLHs

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I Remember Clifford

Listed as Willie Bobo – I Remember Clifford (Uno Dos Tres) · Watch on YouTube

youtube_video GOTSmXJ-r-E · row GOTSmXJ-r-E

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Blues in the Closet

Listed as Willie Bobo – Blues in the Closet (Spanish Grease) · Watch on YouTube

youtube_video H1FQdf7CTKg · row H1FQdf7CTKg

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Psychedelic Blues

Listed as Willie Bobo – Psychedelic Blues (A New Dimension) · Watch on YouTube

youtube_video II8dJLLjUvw · row II8dJLLjUvw

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Dig My Feeling

Listed as Willie Bobo – Dig My Feeling (Dig My Feeling) · Watch on YouTube

youtube_video IS5hC3fHvCY · row IS5hC3fHvCY

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La Descarga Del Bobo

Listed as Willie Bobo – La Descarga Del Bobo (Juicy) · Watch on YouTube

youtube_video JpTXWFrcw2o · row JpTXWFrcw2o

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Rescue Me

Listed as Willie Bobo – Rescue Me (Uno Dos Tres) · Watch on YouTube

youtube_video M1cE0WHCCNs · row M1cE0WHCCNs

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Brother Can You Share a Dime

Listed as Ike Quebec, Willie Bobo, Wendell Marshall, Al Harewood – Brother Can You Share a Dime (Best Collection Ike Quebec) · Watch on YouTube

youtube_video MkLdfBVf0f0 · row MkLdfBVf0f0

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The Breeze and I

Listed as Willie Bobo – The Breeze and I (Uno Dos Tres) · Watch on YouTube

youtube_video NWtqSHPAOGE · row NWtqSHPAOGE

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Cal's Pals (Instrumental)

Listed as Cal Tjader, Willie Bobo, Mongo Santamaría – Cal's Pals (Instrumental) (Latino!) · Watch on YouTube

youtube_video OAKWbznYnOU · row OAKWbznYnOU

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Felicidad

Listed as Willie Bobo – Felicidad (Juicy) · Watch on YouTube

youtube_video OLYzr8ft3XA · row OLYzr8ft3XA

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Juicy

Listed as Willie Bobo – Juicy (Juicy) · Watch on YouTube

youtube_video OZYTyNsn14c · row OZYTyNsn14c

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Knock On Wood

Listed as Willie Bobo – Knock On Wood (Juicy) · Watch on YouTube

youtube_video PJM_mB4d2m8 · row PJM_mB4d2m8

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Broasted or Fried

Listed as Willie Bobo – Broasted or Fried (Dig My Feeling) · Watch on YouTube

youtube_video PQdH7uKiC7s · row PQdH7uKiC7s

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Keep That Same Old Feeling

Listed as Willie Bobo – Keep That Same Old Feeling (Hell Of An Act To Follow) · Watch on YouTube

youtube_video QHhg7YTZGak · row QHhg7YTZGak

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Ritmo Tymbale

Listed as Willie Bobo – Ritmo Tymbale (Bobo! Do That Thing) · Watch on YouTube

youtube_video TaOD3oIf_Mg · row TaOD3oIf_Mg

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Keep On Walking

Listed as Willie Bobo – Keep On Walking (Tomorrow Is Here) · Watch on YouTube

youtube_video U1PlFogoqGU · row U1PlFogoqGU

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Yellow Days

Listed as Willie Bobo – Yellow Days (A New Dimension) · Watch on YouTube

youtube_video URmA7EkBWSc · row URmA7EkBWSc

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Mercy, Mercy, Mercy

Listed as Willie Bobo – Mercy, Mercy, Mercy (Juicy) · Watch on YouTube

youtube_video VCtt_3vQekc · row VCtt_3vQekc

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Evil Ways (Karriem Riggins Remix)

Listed as Willie Bobo – Evil Ways (Karriem Riggins Remix) (Verve Remixed 4) · Watch on YouTube

youtube_video VW3kUrxUeMk · row VW3kUrxUeMk

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Just One More Chance

Listed as Ike Quebec, Willie Bobo, Wendell Marshall, Al Harewood – Just One More Chance (Best Collection Ike Quebec) · Watch on YouTube

youtube_video W2D40_pfVX0 · row W2D40_pfVX0

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Acquitted

Listed as Ike Quebec, Willie Bobo, Wendell Marshall, Al Harewood – Acquitted (Best Collection Ike Quebec) · Watch on YouTube

youtube_video XCChTAkEU4o · row XCChTAkEU4o

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Rezo

Listed as Cal Tjader, Willie Bobo, Mongo Santamaría – Rezo (Latino!) · Watch on YouTube

youtube_video Yfjt3sESFcs · row Yfjt3sESFcs

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Boroquinho

Listed as Willie Bobo – Boroquinho (Bobo's Beat!) · Watch on YouTube

youtube_video Zawq_HS61ys · row Zawq_HS61ys

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Quieres Volver

Listed as Willie Bobo – Quieres Volver (A New Dimension) · Watch on YouTube

youtube_video eEI1x7jO0kU · row eEI1x7jO0kU

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Michelle

Listed as Willie Bobo – Michelle (Uno Dos Tres) · Watch on YouTube

youtube_video gQjM0LWf_YA · row gQjM0LWf_YA

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Diferente

Listed as Willie Bobo – Diferente (Bobo! Do That Thing) · Watch on YouTube

youtube_video h8-dzjQtf70 · row h8-dzjQtf70

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Que's Dilemma

Listed as Ike Quebec, Willie Bobo, Wendell Marshall, Al Harewood – Que's Dilemma (Best Collection Ike Quebec) · Watch on YouTube

youtube_video iVMvEY0HJao · row iVMvEY0HJao

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Roots

Listed as Willie Bobo – Roots (Juicy) · Watch on YouTube

youtube_video jutr3fEacaE · row jutr3fEacaE

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Time After Time

Listed as Willie Bobo – Time After Time (Tomorrow Is Here) · Watch on YouTube

youtube_video kgr1PZU5tVo · row kgr1PZU5tVo

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The Look Of Love

Listed as Willie Bobo – The Look Of Love (A New Dimension) · Watch on YouTube

youtube_video lsFB93fuNHs · row lsFB93fuNHs

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Ol' Man River

Listed as Willie Bobo – Ol' Man River (Uno Dos Tres) · Watch on YouTube

youtube_video mCz3nn8Uw-0 · row mCz3nn8Uw-0

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A Little Tear

Listed as Willie Bobo – A Little Tear (Tomorrow Is Here) · Watch on YouTube

youtube_video mw4JHfD45FE · row mw4JHfD45FE

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Elation

Listed as Willie Bobo – Elation (Spanish Grease) · Watch on YouTube

youtube_video sTxlpse0r2M · row sTxlpse0r2M

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Uno, Dos, Tres

Listed as Willie Bobo – Uno, Dos, Tres (Uno Dos Tres) · Watch on YouTube

youtube_video sZQzJHiFf3M · row sZQzJHiFf3M

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Come a Little Bit Closer

Listed as Willie Bobo – Come a Little Bit Closer (Uno Dos Tres) · Watch on YouTube

youtube_video uMiD4_AnTFM · row uMiD4_AnTFM

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Nature Boy

Listed as Ike Quebec, Willie Bobo, Wendell Marshall, Al Harewood – Nature Boy (Best Collection Ike Quebec) · Watch on YouTube

youtube_video uspS92yNSsc · row uspS92yNSsc

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No Matter What Shape (Your Stomach's In)

Listed as Willie Bobo – No Matter What Shape (Your Stomach's In) (Uno Dos Tres) · Watch on YouTube

youtube_video vFm_PIyR3ng · row vFm_PIyR3ng

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The Man I Love

Listed as Ike Quebec, Willie Bobo, Wendell Marshall, Al Harewood – The Man I Love (Best Collection Ike Quebec) · Watch on YouTube

youtube_video w_fAiCPvlaM · row w_fAiCPvlaM

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Suitcase Full Of Dreams

Listed as Willie Bobo – Suitcase Full Of Dreams (Tomorrow Is Here) · Watch on YouTube

youtube_video xS6CSaQwwKc · row xS6CSaQwwKc

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Bobo! Do That Thing

Listed as Willie Bobo – Bobo! Do That Thing (Bobo! Do That Thing) · Watch on YouTube

youtube_video xoHws4JVfAM · row xoHws4JVfAM

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Sunny

Listed as Willie Bobo – Sunny (Latin-Jazz) · Watch on YouTube

youtube_video y2-1nsxehac · row y2-1nsxehac

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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.