YouTrained

Artist Vanilla Ice on YouTube Music

Yes. Vanilla Ice has 134 songs listed in a dataset used to train AI music models.

Used for training 134

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 Joe, Bullet On The Chart, Cowboy Style

Listed under the artist name 134 songs in LAION-DISCO-12M

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

Joe

Listed as Vanilla Ice – Joe (Platinum Underground (Clean Version)) · Watch on YouTube

youtube_video -4q5hLLylD4 · row -4q5hLLylD4

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Bullet On The Chart

Listed as Vanilla Ice – Bullet On The Chart (Mind Blowin') · Watch on YouTube

youtube_video -IAHzQJXQcM · row -IAHzQJXQcM

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Cowboy Style

Listed as Barney, Steve Forde and The Flange, Vanilla Ice, Zeno – Cowboy Style (Rowdy) · Watch on YouTube

youtube_video 1AqAuAyXAdw · row 1AqAuAyXAdw

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Joe

Listed as Vanilla Ice – Joe (Platinum Underground) · Watch on YouTube

youtube_video 3GJtsYuTaz4 · row 3GJtsYuTaz4

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Joyburst (Instrumental Version)

Listed as Vanilla Ice, Brad Woodgate – Joyburst (Instrumental Version) (Joyburst (Instrumental Version)) · Watch on YouTube

youtube_video 4lCTvrfbrTs · row 4lCTvrfbrTs

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Crash and Burn

Listed as Vanilla Ice – Crash and Burn (Bi-Polar) · Watch on YouTube

youtube_video 4rlSOupOClI · row 4rlSOupOClI

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My Kids

Listed as Vanilla Ice – My Kids (Platinum Underground) · Watch on YouTube

youtube_video 6tj9qx6W4To · row 6tj9qx6W4To

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Tammy Faye

Listed as Vanilla Ice – Tammy Faye (Platinum Underground) · Watch on YouTube

youtube_video BboGuae41lA · row BboGuae41lA

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Tank

Listed as Vanilla Ice – Tank (Platinum Underground) · Watch on YouTube

youtube_video D3lM4cf-VmM · row D3lM4cf-VmM

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Clint

Listed as Vanilla Ice – Clint (Platinum Underground) · Watch on YouTube

youtube_video Gi28Ab61AmE · row Gi28Ab61AmE

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Ice Ice Baby (Keyboards Stem)

Listed as Vanilla Ice – Ice Ice Baby (Keyboards Stem) (Ice Ice Baby (Instrumental Stems)) · Watch on YouTube

youtube_video Hk9DJeFefXA · row Hk9DJeFefXA

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Get 'Em Now

Listed as Vanilla Ice – Get 'Em Now (Mind Blowin') · Watch on YouTube

youtube_video JMzuVPK29tQ · row JMzuVPK29tQ

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Flyin Hawaiian

Listed as Vanilla Ice – Flyin Hawaiian (Platinum Underground (Clean Version)) · Watch on YouTube

youtube_video JWyjVp-PWZA · row JWyjVp-PWZA

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*54321

Listed as Vanilla, Ice – *54321 (Wine Till Yuh Drop 2) · Watch on YouTube

youtube_video L1pCTrwRPas · row L1pCTrwRPas

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Penthouse

Listed as Vanilla Ice – Penthouse (Platinum Underground) · Watch on YouTube

youtube_video MMwR3gj27R4 · row MMwR3gj27R4

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Aussie Steve

Listed as Vanilla Ice – Aussie Steve (Platinum Underground) · Watch on YouTube

youtube_video MnXNVnK1c1I · row MnXNVnK1c1I

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Ice Ice Baby (Bass Stem)

Listed as Vanilla Ice – Ice Ice Baby (Bass Stem) (Ice Ice Baby (Instrumental Stems)) · Watch on YouTube

youtube_video OYt3sz3kSFw · row OYt3sz3kSFw

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Yo Vanilla

Listed as Vanilla Ice – Yo Vanilla (To The Extreme) · Watch on YouTube

youtube_video OxrbM7Hcg84 · row OxrbM7Hcg84

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Flyin' Hawaiian

Listed as Vanilla Ice – Flyin' Hawaiian (Platinum Underground) · Watch on YouTube

youtube_video PoPwttbVRwU · row PoPwttbVRwU

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Scotty Mack

Listed as Vanilla Ice – Scotty Mack (Platinum Underground) · Watch on YouTube

youtube_video QkzEoEzgzEU · row QkzEoEzgzEU

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White Trash

Listed as Vanilla Ice – White Trash (Bi-Polar) · Watch on YouTube

youtube_video SqrkuGAS8RQ · row SqrkuGAS8RQ

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Anthropology

Listed as Vanilla Ice – Anthropology (Bi-Polar) · Watch on YouTube

youtube_video VbMTOWq4_xI · row VbMTOWq4_xI

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Vampiro

Listed as Vanilla Ice – Vampiro (Bi-Polar) · Watch on YouTube

youtube_video bndDY2NInIQ · row bndDY2NInIQ

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Tank

Listed as Vanilla Ice – Tank (Platinum Underground (Clean Version)) · Watch on YouTube

youtube_video dSOrh8Rq1x4 · row dSOrh8Rq1x4

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Juice To Get Loose Boy

Listed as Vanilla Ice – Juice To Get Loose Boy (To The Extreme) · Watch on YouTube

youtube_video hUDuvYVK91s · row hUDuvYVK91s

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Jump (Made Famous by House Of Pain)

Listed as Vanilla Ice – Jump (Made Famous by House Of Pain) ('90s Rock & Hip Hop Hits (Re-Recorded / Remastered Versions)) · Watch on YouTube

youtube_video iUqcuc-NcWw · row iUqcuc-NcWw

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Son Of A Gun

Listed as Vanilla Ice – Son Of A Gun (Mind Blowin') · Watch on YouTube

youtube_video ive6LVrAFos · row ive6LVrAFos

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Ice Ice Baby (Beats Stem)

Listed as Vanilla Ice – Ice Ice Baby (Beats Stem) (Ice Ice Baby (Instrumental Stems)) · Watch on YouTube

youtube_video mq7MWChgDoQ · row mq7MWChgDoQ

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Introduction

Listed as Vanilla Ice – Introduction (Bi-Polar) · Watch on YouTube

youtube_video nlcGY6KIbiA · row nlcGY6KIbiA

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Joe

Listed as Vanilla Ice – Joe (Platinum Underground (explicit version)) · Watch on YouTube

youtube_video qvLIbIIUlH0 · row qvLIbIIUlH0

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UFC

Listed as Vanilla Ice – UFC (Platinum Underground) · Watch on YouTube

youtube_video riLrF4FfrdQ · row riLrF4FfrdQ

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Hip Hop Intro

Listed as Vanilla Ice – Hip Hop Intro (Bi-Polar) · Watch on YouTube

youtube_video sgbV02tbXSY · row sgbV02tbXSY

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Scotty Mac

Listed as Vanilla Ice – Scotty Mac (Platinum Underground (Clean Version)) · Watch on YouTube

youtube_video y4gaKFxHMRA · row y4gaKFxHMRA

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MC & Slasher

Listed as Vanilla Ice – MC & Slasher (Bi-Polar) · Watch on YouTube

youtube_video z5HAeXfkTUU · row z5HAeXfkTUU

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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.

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