Yes. Go Buster has 140 songs listed in a dataset used to train AI music models.

Used for training 140

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 Construction Site Rap, Emergency Services Rap, Buster and Digger Find Shapes

Listed under the artist name 140 songs in LAION-DISCO-12M

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

Construction Site Rap

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Construction Site Rap (Dance, Sing, & Laugh) · Watch on YouTube

youtube_video -0xIUKapGrE · row -0xIUKapGrE

LAION-DISCO-12M

Emergency Services Rap

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Emergency Services Rap (Kids Songs with Go Buster, Vol. 3) · Watch on YouTube

youtube_video -JpJUunix2k · row -JpJUunix2k

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Buster and Digger Find Shapes

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Buster and Digger Find Shapes (Shape Songs for Kids) · Watch on YouTube

youtube_video 0Vkk05Q8oCQ · row 0Vkk05Q8oCQ

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Buster and the Carwash (Instrumental)

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Buster and the Carwash (Instrumental) (Buster and the Carwash) · Watch on YouTube

youtube_video 0uZYJUCY-Uw · row 0uZYJUCY-Uw

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Don't Worry Accidents Happen

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Don't Worry Accidents Happen (Kids Songs with Go Buster, Vol. 2) · Watch on YouTube

youtube_video 1C3V64SDdSs · row 1C3V64SDdSs

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Buster bawi się w chowanego

Listed as Little Baby Bum Przyjaciele Rymowanek, Go Buster po Polsku – Buster bawi się w chowanego (Czas na zabawę! Figle z przyjaciółmi) · Watch on YouTube

youtube_video 4YjPAy17wXI · row 4YjPAy17wXI

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Kowboj Buster

Listed as Little Baby Bum Przyjaciele Rymowanek, Go Buster po Polsku – Kowboj Buster (Kim chcę zostać?) · Watch on YouTube

youtube_video 5MYYHX5NopU · row 5MYYHX5NopU

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Buster and the Spooky Pumpkin (Halloween Hero)

Listed as Go Buster! – Buster and the Spooky Pumpkin (Halloween Hero) (Halloween Songs for Kids) · Watch on YouTube

youtube_video 8ADwQicVnVw · row 8ADwQicVnVw

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London Bridge Is Falling Down

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – London Bridge Is Falling Down (Learning About the World Around You) · Watch on YouTube

youtube_video 8JM9u5u_78s · row 8JM9u5u_78s

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Mommy's Surprise

Listed as Go Buster! – Mommy's Surprise (Kids Songs with Go Buster, Vol. 4) · Watch on YouTube

youtube_video 9mFHFMUYCkM · row 9mFHFMUYCkM

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Frozen Buster

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Frozen Buster (Festive Fun) · Watch on YouTube

youtube_video ABLEV_Ny72w · row ABLEV_Ny72w

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Lettie The Lamb Escapes!

Listed as Go Buster – Lettie The Lamb Escapes! (Kids Songs with Go Buster, Vol. 1) · Watch on YouTube

youtube_video BXcGvWXKCA8 · row BXcGvWXKCA8

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Easter Bunny Buster

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Easter Bunny Buster (Easter Bunny Buster) · Watch on YouTube

youtube_video BiLxfr1odBs · row BiLxfr1odBs

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The Perfect Christmas Tree (Winter Day)

Listed as Go Buster! – The Perfect Christmas Tree (Winter Day) (Christmas Songs for Kids) · Watch on YouTube

youtube_video Hy-ndITlZWo · row Hy-ndITlZWo

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Buster and Friends Tidy Up Song

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Buster and Friends Tidy Up Song (Kids Songs with Go Buster, Vol. 2) · Watch on YouTube

youtube_video IH9kuAsTspE · row IH9kuAsTspE

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Światła wozu strażackiego kręcą się

Listed as Go Buster po Polsku – Światła wozu strażackiego kręcą się (Tylko tańcz) · Watch on YouTube

youtube_video LUPnXPqJn78 · row LUPnXPqJn78

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Racing Buster

Listed as Go Buster, Little Baby Bum Nursery Rhyme Friends – Racing Buster (Racing Buster) · Watch on YouTube

youtube_video LUuDekbBsKI · row LUuDekbBsKI

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Buster and The Sandcastle

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Buster and The Sandcastle (Story Time with Go Buster, Vol. 1) · Watch on YouTube

youtube_video M3CaVlB_n4E · row M3CaVlB_n4E

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Wobbly Tooth on Halloween (Too Much Candy!)

Listed as Go Buster! – Wobbly Tooth on Halloween (Too Much Candy!) (Halloween Songs for Kids) · Watch on YouTube

youtube_video P1t2PyyoWuo · row P1t2PyyoWuo

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I'm a Superhero Song

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – I'm a Superhero Song (Kids Songs with Go Buster, Vol. 3) · Watch on YouTube

youtube_video RDnBtWFG_Qw · row RDnBtWFG_Qw

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Do It Right

Listed as Go Buster! – Do It Right (Kids Songs with Go Buster, Vol. 4) · Watch on YouTube

youtube_video SKKTo0cSau4 · row SKKTo0cSau4

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Buster and the Boat Song

Listed as Go Buster! – Buster and the Boat Song (Vehicle Songs with Go Buster!) · Watch on YouTube

youtube_video SaDK8ccu89s · row SaDK8ccu89s

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Stealing Is Wrong (Bus Bandit)

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Stealing Is Wrong (Bus Bandit) (Kids Songs with Go Buster, Vol. 3) · Watch on YouTube

youtube_video TTMeoh_PxgI · row TTMeoh_PxgI

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Buster the Gardener (Grow Vegetables at Home)

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Buster the Gardener (Grow Vegetables at Home) (Kids Songs with Go Buster, Vol. 3) · Watch on YouTube

youtube_video Ti7viIrCszs · row Ti7viIrCszs

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Go Buster - I Love My Mommy - She Takes Care of Me

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Go Buster - I Love My Mommy - She Takes Care of Me (Go Buster - I Love My Mommy - She Takes Care of Me) · Watch on YouTube

youtube_video Ve_elXZgb_c · row Ve_elXZgb_c

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Buster Joins The Soccer Team!

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Buster Joins The Soccer Team! (Kids Songs with Go Buster, Vol. 3) · Watch on YouTube

youtube_video Vnr-jjt97dc · row Vnr-jjt97dc

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Buster Changes Color (Song)

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Buster Changes Color (Song) (Story Time with Go Buster, Vol. 1) · Watch on YouTube

youtube_video XFkjTlGeDfI · row XFkjTlGeDfI

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Buster Goes to Jail

Listed as Go Buster – Buster Goes to Jail (Exploring the World with Go Buster) · Watch on YouTube

youtube_video XXb1wDWHnoA · row XXb1wDWHnoA

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Like Magic

Listed as Go Buster! – Like Magic (Buster Saves Christmas) · Watch on YouTube

youtube_video Y9WLFG668S0 · row Y9WLFG668S0

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Buster's First Day at School (Song)

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Buster's First Day at School (Song) (Story Time with Go Buster, Vol. 1) · Watch on YouTube

youtube_video YHBgbZ6MrDU · row YHBgbZ6MrDU

LAION-DISCO-12M

Buster's First Snowy Christmas (Instrumental)

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Buster's First Snowy Christmas (Instrumental) (Buster's First Snowy Christmas) · Watch on YouTube

youtube_video Z8TdNRh4Krg · row Z8TdNRh4Krg

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Buster Teaches Shapes

Listed as Go Buster – Buster Teaches Shapes (Exploring the World with Go Buster) · Watch on YouTube

youtube_video ZG3x6GBFdwQ · row ZG3x6GBFdwQ

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Robot Buster is Being Mean!

Listed as Go Buster – Robot Buster is Being Mean! (Kids Songs with Go Buster, Vol. 1) · Watch on YouTube

youtube_video ZlAXmIhW_Mo · row ZlAXmIhW_Mo

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You Can Do It Song (Work Hard)

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – You Can Do It Song (Work Hard) (Kids Songs with Go Buster, Vol. 3) · Watch on YouTube

youtube_video a603M7vAzc8 · row a603M7vAzc8

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Wheels on the Bus (It's Time to Race)

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Wheels on the Bus (It's Time to Race) (Nursery Rhyme Favourites) · Watch on YouTube

youtube_video dpaCikSVk2o · row dpaCikSVk2o

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Buster and the Storm

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Buster and the Storm (Buster and the Storm) · Watch on YouTube

youtube_video dvxeGw1GOq0 · row dvxeGw1GOq0

LAION-DISCO-12M

Buster pogromca wyscigów

Listed as Little Baby Bum Przyjaciele Rymowanek, Go Buster po Polsku – Buster pogromca wyscigów (Kim chcę zostać?) · Watch on YouTube

youtube_video eIv6WrDT6YA · row eIv6WrDT6YA

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Accidents Happen

Listed as Go Buster! – Accidents Happen (Vehicle Songs with Go Buster!) · Watch on YouTube

youtube_video eOLtSImo_DY · row eOLtSImo_DY

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Hunting for Buried Treasure

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Hunting for Buried Treasure (Kids Songs with Go Buster, Vol. 3) · Watch on YouTube

youtube_video er83L8IC7Qw · row er83L8IC7Qw

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Most runął w dół

Listed as Go Buster po Polsku – Most runął w dół (Rodzinne piosenki) · Watch on YouTube

youtube_video frxDeBj-ADQ · row frxDeBj-ADQ

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Snow Ball Fight!

Listed as Go Buster! – Snow Ball Fight! (Christmas Songs for Kids) · Watch on YouTube

youtube_video g-cVY9wWjOY · row g-cVY9wWjOY

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Buster Plays Skittles

Listed as Go Buster – Buster Plays Skittles (Exploring the World with Go Buster) · Watch on YouTube

youtube_video ggWLS_AhnWA · row ggWLS_AhnWA

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Digger Builds a Wobbly Birthday Ice Cream (Song)

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Digger Builds a Wobbly Birthday Ice Cream (Song) (Story Time with Go Buster, Vol. 1) · Watch on YouTube

youtube_video ivaFWm4n8IM · row ivaFWm4n8IM

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Where's Buster?

Listed as Go Buster – Where's Buster? (Kids Songs with Go Buster, Vol. 1) · Watch on YouTube

youtube_video kKX66pCvhN4 · row kKX66pCvhN4

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It's Not All About Winning

Listed as Go Buster! – It's Not All About Winning (Kids Songs with Go Buster, Vol. 4) · Watch on YouTube

youtube_video nJwbn45eGGo · row nJwbn45eGGo

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Cowboy Buster (Story)

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Cowboy Buster (Story) (Story Time with Go Buster, Vol. 1) · Watch on YouTube

youtube_video pSPiZznlMlQ · row pSPiZznlMlQ

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Wheels on the Bus (Stuck in the Mud!)

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Wheels on the Bus (Stuck in the Mud!) (Kids Songs with Go Buster, Vol. 3) · Watch on YouTube

youtube_video rjzE6fVntRM · row rjzE6fVntRM

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Buster and Scout Get Lost In The Maze!

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Buster and Scout Get Lost In The Maze! (Kids Songs with Go Buster, Vol. 3) · Watch on YouTube

youtube_video uxY1dIjj-Vg · row uxY1dIjj-Vg

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Baby Shark Family (Playing in the Ocean)

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Baby Shark Family (Playing in the Ocean) (Kids Songs with Go Buster, Vol. 2) · Watch on YouTube

youtube_video wa3KGhutoDo · row wa3KGhutoDo

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Buster's Toy Story

Listed as Little Baby Bum Nursery Rhyme Friends, Go Buster! – Buster's Toy Story (Story Time with Go Buster, Vol. 1) · Watch on YouTube

youtube_video waWYLo1Ke6I · row waWYLo1Ke6I

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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.