Yes. Billy Cobb 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 Genie in a Bottle, Hips Don't Lie, She Doesn't Love Me

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.

Genie in a Bottle

Listed as Billy Cobb – Genie in a Bottle (More Songs I Stole) · Watch on YouTube

youtube_video -t24QpvWTrQ · row -t24QpvWTrQ

LAION-DISCO-12M

Hips Don't Lie

Listed as Billy Cobb – Hips Don't Lie (Songs I Stole) · Watch on YouTube

youtube_video 1wKEv1gz-6w · row 1wKEv1gz-6w

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She Doesn't Love Me

Listed as Billy Cobb – She Doesn't Love Me (Zerwee) · Watch on YouTube

youtube_video 2PrnT-PADk0 · row 2PrnT-PADk0

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Linger

Listed as Billy Cobb – Linger (I Stole Every Song) · Watch on YouTube

youtube_video 2WTL4hbJQYA · row 2WTL4hbJQYA

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Heartaches by the Number

Listed as Billy Cobb – Heartaches by the Number (More Songs I Stole) · Watch on YouTube

youtube_video 7T7wcvmqrmw · row 7T7wcvmqrmw

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Glimpse of Us

Listed as Billy Cobb – Glimpse of Us (I Stole Every Song) · Watch on YouTube

youtube_video 7UzUbN7pYk0 · row 7UzUbN7pYk0

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Villain Song

Listed as Billy Cobb – Villain Song (Hearts, Heads, Frowns) · Watch on YouTube

youtube_video 7ntpZE1iRX8 · row 7ntpZE1iRX8

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Video Killed The Radio Star

Listed as Billy Cobb – Video Killed The Radio Star (Songs I Stole) · Watch on YouTube

youtube_video 8pZiX7YHEjE · row 8pZiX7YHEjE

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In Case You Needed a Song to Dance To

Listed as Billy Cobb – In Case You Needed a Song to Dance To (Dancing with the Lights Off) · Watch on YouTube

youtube_video AXLvWI95vvE · row AXLvWI95vvE

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The Shell Shack

Listed as Billy Cobb – The Shell Shack (Zerwee) · Watch on YouTube

youtube_video AmhkgICVmdA · row AmhkgICVmdA

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When I Get Home

Listed as Billy Cobb – When I Get Home (Intimate Agency) · Watch on YouTube

youtube_video B3xAmUNeVns · row B3xAmUNeVns

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Can't Take My Eyes off You

Listed as Billy Cobb – Can't Take My Eyes off You (I Stole Every Song) · Watch on YouTube

youtube_video CN7lByu_7ts · row CN7lByu_7ts

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1955

Listed as Billy Cobb – 1955 (Zerwee) · Watch on YouTube

youtube_video CalOjreqhT0 · row CalOjreqhT0

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Be My Baby

Listed as Billy Cobb – Be My Baby (Songs I Stole) · Watch on YouTube

youtube_video EpkPBk0vb8c · row EpkPBk0vb8c

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You'll Find Her Eventually

Listed as Billy Cobb – You'll Find Her Eventually (Billy Cobb (Bear Album)) · Watch on YouTube

youtube_video FQwLiQAkIh4 · row FQwLiQAkIh4

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Running Up That Hill

Listed as Billy Cobb – Running Up That Hill (I Stole Every Song) · Watch on YouTube

youtube_video FmCR3o7w7BQ · row FmCR3o7w7BQ

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Lovefool

Listed as Billy Cobb – Lovefool (More Songs I Stole) · Watch on YouTube

youtube_video GCpYjsdHLYY · row GCpYjsdHLYY

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I Feel Like I Can Fly

Listed as Billy Cobb – I Feel Like I Can Fly (Don't Leave Me) · Watch on YouTube

youtube_video JFQM0OE8TNg · row JFQM0OE8TNg

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Old Green Day

Listed as Billy Cobb – Old Green Day (Forgotten Words: Unreleased 2019-2022) · Watch on YouTube

youtube_video LkeV0baeKI0 · row LkeV0baeKI0

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Drive It Through Your Heart

Listed as Billy Cobb – Drive It Through Your Heart (Forgotten Words: Unreleased 2019-2022) · Watch on YouTube

youtube_video LlU2Yo7UD1g · row LlU2Yo7UD1g

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Poker Face

Listed as Billy Cobb – Poker Face (I Stole Every Song) · Watch on YouTube

youtube_video LtFWGltIQXs · row LtFWGltIQXs

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Toad

Listed as Billy Cobb – Toad (Toad) · Watch on YouTube

youtube_video OkljNJsLnkU · row OkljNJsLnkU

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The Barg'n-Mart

Listed as Billy Cobb – The Barg'n-Mart (Zerwee, Pt. 2) · Watch on YouTube

youtube_video PVDtHxBY9Hk · row PVDtHxBY9Hk

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You Belong With Me

Listed as Billy Cobb – You Belong With Me (I Stole Every Song) · Watch on YouTube

youtube_video RKIEEKTAG4g · row RKIEEKTAG4g

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Don't Leave Me

Listed as Billy Cobb – Don't Leave Me (Don't Leave Me) · Watch on YouTube

youtube_video SXcT1YlUv7Y · row SXcT1YlUv7Y

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Dancing Queen

Listed as Billy Cobb – Dancing Queen (I Stole Every Song) · Watch on YouTube

youtube_video TOENg2Q_xII · row TOENg2Q_xII

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Make of This What You Will

Listed as Billy Cobb – Make of This What You Will (Make of This What You Will) · Watch on YouTube

youtube_video U9zgzzAwPdA · row U9zgzzAwPdA

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Soak Up the Sun

Listed as Billy Cobb – Soak Up the Sun (I Stole Every Song) · Watch on YouTube

youtube_video ULPg8WdPaVo · row ULPg8WdPaVo

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Trust Me

Listed as Billy Cobb – Trust Me (Billy Cobb (Bear Album)) · Watch on YouTube

youtube_video Vjwjil7wskg · row Vjwjil7wskg

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Do You Remember This Song?

Listed as Billy Cobb – Do You Remember This Song? (Hearts, Heads, Frowns) · Watch on YouTube

youtube_video Wp0RCzV10B0 · row Wp0RCzV10B0

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Rocky Horror

Listed as Billy Cobb – Rocky Horror (Strokes of Incarceration) · Watch on YouTube

youtube_video XIybQg_sECo · row XIybQg_sECo

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Hey Ya!

Listed as Billy Cobb – Hey Ya! (I Stole Every Song) · Watch on YouTube

youtube_video _mgcaXvPr50 · row _mgcaXvPr50

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Dumb Song for Virgins to Cry To

Listed as Billy Cobb – Dumb Song for Virgins to Cry To (Zerwee) · Watch on YouTube

youtube_video ay7NANaRcyo · row ay7NANaRcyo

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I Want It That Way

Listed as Billy Cobb – I Want It That Way (Songs I Stole) · Watch on YouTube

youtube_video gY-MosZ7z5U · row gY-MosZ7z5U

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...Baby One More Time

Listed as Billy Cobb – ...Baby One More Time (More Songs I Stole) · Watch on YouTube

youtube_video inbAqFE27wE · row inbAqFE27wE

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Ludo and Hoggle

Listed as Billy Cobb – Ludo and Hoggle (Zerwee, Pt. 2) · Watch on YouTube

youtube_video kmgqCZFEQdY · row kmgqCZFEQdY

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I Will Survive

Listed as Billy Cobb – I Will Survive (I Stole Every Song) · Watch on YouTube

youtube_video mRUzZiRfR2E · row mRUzZiRfR2E

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Just The Two of Us

Listed as Billy Cobb – Just The Two of Us (More Songs I Stole) · Watch on YouTube

youtube_video mWADpIlhGtA · row mWADpIlhGtA

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When You Were Young

Listed as Billy Cobb – When You Were Young (I Stole Every Song) · Watch on YouTube

youtube_video mdbF63ucZeQ · row mdbF63ucZeQ

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I Hate You More Than I Hate the News (And I Really Hate the News)

Listed as Billy Cobb – I Hate You More Than I Hate the News (And I Really Hate the News) (Trash) · Watch on YouTube

youtube_video mlkry5uj5yA · row mlkry5uj5yA

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Killing Me Softly

Listed as Billy Cobb – Killing Me Softly (Songs I Stole) · Watch on YouTube

youtube_video naMfvA_1PAY · row naMfvA_1PAY

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As You Were

Listed as Billy Cobb – As You Were (As You Were) · Watch on YouTube

youtube_video ovtZFT55xAo · row ovtZFT55xAo

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Charlie Chaplin Ate My Son

Listed as Billy Cobb – Charlie Chaplin Ate My Son (Charlie Chaplin Ate My Son) · Watch on YouTube

youtube_video rBwaOmTYTpA · row rBwaOmTYTpA

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Christmas Island

Listed as Billy Cobb – Christmas Island (I Stole Every Song) · Watch on YouTube

youtube_video rC-_ka8C7gE · row rC-_ka8C7gE

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2005

Listed as Billy Cobb – 2005 (2005) · Watch on YouTube

youtube_video sfVlWJP6-yE · row sfVlWJP6-yE

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I Don't Know If I'll Ever Love Again

Listed as Billy Cobb – I Don't Know If I'll Ever Love Again (Hearts, Heads, Frowns) · Watch on YouTube

youtube_video sxignbhZBiM · row sxignbhZBiM

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Throwaway Song

Listed as Billy Cobb – Throwaway Song (Forgotten Words: Unreleased 2019-2022) · Watch on YouTube

youtube_video yyOJd26BJpc · row yyOJd26BJpc

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Umbrella

Listed as Billy Cobb – Umbrella (More Songs I Stole) · Watch on YouTube

youtube_video zDg2iPr9ZFk · row zDg2iPr9ZFk

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Drink Myself To Sleep

Listed as Billy Cobb – Drink Myself To Sleep (Hearts, Heads, Frowns) · Watch on YouTube

youtube_video zOUz6S1YKgE · row zOUz6S1YKgE

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The End of The World

Listed as Billy Cobb – The End of The World (More Songs I Stole) · Watch on YouTube

youtube_video zzLzAll4esM · row zzLzAll4esM

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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.