Yes. Mark Winkler 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 Things Are Swingin', Keely, How Can That Make You Fat?

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.

Things Are Swingin'

Listed as Mark Winkler, Cheryl Bentyne – Things Are Swingin' (Eastern Standard Time) · Watch on YouTube

youtube_video -rV2Qd1tPcU · row -rV2Qd1tPcU

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Keely

Listed as Mark Winkler – Keely (Jazz Life) · Watch on YouTube

youtube_video 13UQxHHhPYo · row 13UQxHHhPYo

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How Can That Make You Fat?

Listed as Mark Winkler – How Can That Make You Fat? (Till I Get It Right) · Watch on YouTube

youtube_video 1Ms9EUcErIc · row 1Ms9EUcErIc

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Snootie Little Cutie

Listed as Mark Winkler – Snootie Little Cutie (I'm with You: Mark Winkler Sings Bobby Troup) · Watch on YouTube

youtube_video 1ukY2lOrSiE · row 1ukY2lOrSiE

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Some Other Time

Listed as Mark Winkler, David Benoit – Some Other Time (Some Other Time) · Watch on YouTube

youtube_video 32ESIF6UHWI · row 32ESIF6UHWI

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Be-Bop

Listed as Mark Winkler – Be-Bop (Jazz Life) · Watch on YouTube

youtube_video 4_4S9tr5PPw · row 4_4S9tr5PPw

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In A Minor Key

Listed as Mark Winkler – In A Minor Key (Hottest Night Of The Year) · Watch on YouTube

youtube_video 6Dia0ydXUtA · row 6Dia0ydXUtA

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When Love Comes In (feat. Cheryl Barnes)

Listed as Mark Winkler – When Love Comes In (feat. Cheryl Barnes) (When Love Comes In) · Watch on YouTube

youtube_video 6iqXo9j-r9s · row 6iqXo9j-r9s

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Evolution

Listed as Mark Winkler – Evolution (Till I Get It Right) · Watch on YouTube

youtube_video 7NPUtzs3bEE · row 7NPUtzs3bEE

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Tropical Breezes

Listed as Mark Winkler – Tropical Breezes (Hottest Night Of The Year) · Watch on YouTube

youtube_video 8eIbq8mXi4M · row 8eIbq8mXi4M

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Why Are People so Stupid?

Listed as Mark Winkler – Why Are People so Stupid? (Why Are People so Stupid?) · Watch on YouTube

youtube_video 9ZumC7fbG88 · row 9ZumC7fbG88

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Strollin' (feat. Cheryl Bentyne)

Listed as Mark Winkler – Strollin' (feat. Cheryl Bentyne) (The Company I Keep) · Watch on YouTube

youtube_video AS7UIICejc4 · row AS7UIICejc4

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Their Hearts Were Full of Spring

Listed as Mark Winkler – Their Hearts Were Full of Spring (I'm with You: Mark Winkler Sings Bobby Troup) · Watch on YouTube

youtube_video BfkqqFIQ0QY · row BfkqqFIQ0QY

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Just Around the Corner

Listed as Mark Winkler – Just Around the Corner (The Rules Don't Apply) · Watch on YouTube

youtube_video Bqas0NZ3d6M · row Bqas0NZ3d6M

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Somewhere in Brazil (West Coast)

Listed as Mark Winkler – Somewhere in Brazil (West Coast) (Sweet Spot) · Watch on YouTube

youtube_video EI-VeTAKTYc · row EI-VeTAKTYc

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Dancin' In The Sunshine

Listed as Mark Winkler – Dancin' In The Sunshine (Hottest Night Of The Year) · Watch on YouTube

youtube_video GRauel5JeaU · row GRauel5JeaU

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Meaning Of The Blues

Listed as Mark Winkler – Meaning Of The Blues (Sings Bobby Troup) · Watch on YouTube

youtube_video GRnr8tjY2zE · row GRnr8tjY2zE

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It Ain't Necessarily So

Listed as Mark Winkler – It Ain't Necessarily So (Late Bloomin' Jazzman) · Watch on YouTube

youtube_video H4W5315reYw · row H4W5315reYw

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Everybody Cha Cha

Listed as Mark Winkler – Everybody Cha Cha (Tales From Hollywood) · Watch on YouTube

youtube_video IxuvzWCPIRs · row IxuvzWCPIRs

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Lessons I've Learned

Listed as Mark Winkler – Lessons I've Learned (The Rules Don't Apply) · Watch on YouTube

youtube_video JJCpUpnKo5Q · row JJCpUpnKo5Q

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A Young Man Is Gone

Listed as Mark Winkler – A Young Man Is Gone (Sings Bobby Troup) · Watch on YouTube

youtube_video Mmr8Cs4Mea8 · row Mmr8Cs4Mea8

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Have a Good Time

Listed as Mark Winkler – Have a Good Time (Jazz and Other Four Letter Words) · Watch on YouTube

youtube_video N8_r5tmpTKA · row N8_r5tmpTKA

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Too Hip for the Room

Listed as Mark Winkler – Too Hip for the Room (Tales From Hollywood) · Watch on YouTube

youtube_video N8uZ5vmf1p0 · row N8uZ5vmf1p0

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The Moon Made Me Do It

Listed as Mark Winkler – The Moon Made Me Do It (Hottest Night Of The Year) · Watch on YouTube

youtube_video NLvoIuL4x5M · row NLvoIuL4x5M

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If These Walls Could Talk (They'd Sing)

Listed as Mark Winkler – If These Walls Could Talk (They'd Sing) (The Rules Don't Apply) · Watch on YouTube

youtube_video Rxjtkjo5-J0 · row Rxjtkjo5-J0

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Walk on the Wild Side

Listed as Mark Winkler, Cheryl Bentyne – Walk on the Wild Side (Eastern Standard Time) · Watch on YouTube

youtube_video ST7wUqYWeik · row ST7wUqYWeik

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Walk Between the Raindrops (feat. Jackie Ryan)

Listed as Mark Winkler – Walk Between the Raindrops (feat. Jackie Ryan) (The Company I Keep) · Watch on YouTube

youtube_video U-Gj4-yXIrw · row U-Gj4-yXIrw

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But Not For Me

Listed as Mark Winkler – But Not For Me (Sweet Spot) · Watch on YouTube

youtube_video Uklut2YSCwQ · row Uklut2YSCwQ

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Beauty And The Beach

Listed as Mark Winkler – Beauty And The Beach (Hottest Night Of The Year) · Watch on YouTube

youtube_video XztWqua1Np4 · row XztWqua1Np4

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Bossa Nova Days

Listed as Mark Winkler – Bossa Nova Days (Late Bloomin' Jazzman) · Watch on YouTube

youtube_video Ymnvplxz79g · row Ymnvplxz79g

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Ballad of the Sad Young Men / Lies of Handsome Men

Listed as Mark Winkler, Cheryl Bentyne – Ballad of the Sad Young Men / Lies of Handsome Men (Eastern Standard Time) · Watch on YouTube

youtube_video ZswhoztEA7k · row ZswhoztEA7k

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Jazz and Other Four Letter Words

Listed as Mark Winkler – Jazz and Other Four Letter Words (Jazz and Other Four Letter Words) · Watch on YouTube

youtube_video aeRcxK9-4qc · row aeRcxK9-4qc

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On Broadway

Listed as Mark Winkler – On Broadway (Sweet Spot) · Watch on YouTube

youtube_video bAWuEiS89Yk · row bAWuEiS89Yk

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In Another Way

Listed as Mark Winkler – In Another Way (Late Bloomin' Jazzman) · Watch on YouTube

youtube_video bo6Q61AXSQ4 · row bo6Q61AXSQ4

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Hottest Night Of The Year

Listed as Mark Winkler – Hottest Night Of The Year (Hottest Night Of The Year) · Watch on YouTube

youtube_video bxUg99bWz50 · row bxUg99bWz50

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Catch Me If You Can

Listed as Mark Winkler – Catch Me If You Can (Sweet Spot) · Watch on YouTube

youtube_video cE1sJYUTMas · row cE1sJYUTMas

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Scattin' In The Moonlight

Listed as Mark Winkler – Scattin' In The Moonlight (Jazz Life) · Watch on YouTube

youtube_video fEkoabdqlzA · row fEkoabdqlzA

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Lemon Twist

Listed as Mark Winkler – Lemon Twist (Sings Bobby Troup) · Watch on YouTube

youtube_video faST4FAziic · row faST4FAziic

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Love Comes Quietly

Listed as Mark Winkler – Love Comes Quietly (The Company I Keep) · Watch on YouTube

youtube_video gDtvqn74tj4 · row gDtvqn74tj4

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Frame by Frame

Listed as Mark Winkler – Frame by Frame (Tales From Hollywood) · Watch on YouTube

youtube_video gq0Ln3OZqwY · row gq0Ln3OZqwY

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Lucky to Be Me

Listed as Mark Winkler – Lucky to Be Me (The Company I Keep) · Watch on YouTube

youtube_video jfWpjQlhxZk · row jfWpjQlhxZk

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I'm Hip

Listed as Mark Winkler, Cheryl Bentyne – I'm Hip (Jazz and Other Four Letter Words) · Watch on YouTube

youtube_video mBZCWhWuaDs · row mBZCWhWuaDs

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This Side of Loving

Listed as Mark Winkler – This Side of Loving (Sweet Spot) · Watch on YouTube

youtube_video ngWItc04640 · row ngWItc04640

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Kelly's Moods

Listed as Mark Winkler – Kelly's Moods (Easy The Hard Way) · Watch on YouTube

youtube_video sHvk0axoMhM · row sHvk0axoMhM

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Late Bloomin' Jazzman

Listed as Mark Winkler – Late Bloomin' Jazzman (Late Bloomin' Jazzman) · Watch on YouTube

youtube_video sqDBlk-oCcQ · row sqDBlk-oCcQ

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Stay Hip

Listed as Mark Winkler, Mon David – Stay Hip (Stay Hip) · Watch on YouTube

youtube_video t2sEgnZVj4o · row t2sEgnZVj4o

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Coolcats

Listed as Mark Winkler – Coolcats (Jazz Life) · Watch on YouTube

youtube_video tZGn-Fy_cWw · row tZGn-Fy_cWw

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Dragonfly

Listed as Mark Winkler, David Benoit – Dragonfly (Old Friends) · Watch on YouTube

youtube_video w4ntR6-6CxU · row w4ntR6-6CxU

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Sweet Spot

Listed as Mark Winkler – Sweet Spot (Sweet Spot) · Watch on YouTube

youtube_video xXnkq2QPKGc · row xXnkq2QPKGc

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Hungry Man

Listed as Mark Winkler – Hungry Man (Sings Bobby Troup) · Watch on YouTube

youtube_video yZUxCIf21PM · row yZUxCIf21PM

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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.