Yes. Yokalli has 67 songs listed in a dataset used to train AI music models.

Used for training 67

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 Where Is Thumpkin, Muon to Electron, Four Thirty-Two

Listed under the artist name 67 songs in LAION-DISCO-12M

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

Where Is Thumpkin

Listed as YoKalli – Where Is Thumpkin (Where Is Thumpkin) · Watch on YouTube

youtube_video -PmA9TVk-sY · row -PmA9TVk-sY

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Muon to Electron

Listed as Yokalli – Muon to Electron (Songs For The End of The World) · Watch on YouTube

youtube_video 2J6uS4qkGBc · row 2J6uS4qkGBc

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Four Thirty-Two

Listed as YoKalli – Four Thirty-Two (Four Thirty-Two) · Watch on YouTube

youtube_video 3mCUKWFn62s · row 3mCUKWFn62s

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I Drink Therefore I Am

Listed as Yokalli – I Drink Therefore I Am (Benevolent Neutrality) · Watch on YouTube

youtube_video 3wnwPhGWE6k · row 3wnwPhGWE6k

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Prince of Nigeria

Listed as YoKalli – Prince of Nigeria (Prince of Nigeria) · Watch on YouTube

youtube_video 7gh0KAJTcs4 · row 7gh0KAJTcs4

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Carribean Blue

Listed as Yokalli – Carribean Blue (Songs For The End of The World) · Watch on YouTube

youtube_video 8P0Gvl3WbRU · row 8P0Gvl3WbRU

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Tsuite Masu (definitely a B side)

Listed as Yokalli – Tsuite Masu (definitely a B side) (Benevolent Neutrality) · Watch on YouTube

youtube_video BTs_E04bSG0 · row BTs_E04bSG0

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Rain On My Window

Listed as Yokalli – Rain On My Window (Hollywood Freeway Chickens) · Watch on YouTube

youtube_video D_o6CXZ9Tug · row D_o6CXZ9Tug

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made manifest

Listed as Yokalli – made manifest (Songs For The End of The World) · Watch on YouTube

youtube_video EBHPUry9y_Y · row EBHPUry9y_Y

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Wokeness is a Mind Virus

Listed as YoKalli – Wokeness is a Mind Virus (Wokeness is a Mind Virus) · Watch on YouTube

youtube_video HD2DKrLf7v8 · row HD2DKrLf7v8

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Cindy Juice

Listed as YoKalli – Cindy Juice (Still Alive) · Watch on YouTube

youtube_video L2qZxCKYYi0 · row L2qZxCKYYi0

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Fizzy Lifting Drinks

Listed as Yokalli – Fizzy Lifting Drinks (Benevolent Neutrality) · Watch on YouTube

youtube_video PO2Vngwh1jw · row PO2Vngwh1jw

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963 hz two

Listed as Yokalli – 963 hz two (solfeggio frequency: musical voodoo) · Watch on YouTube

youtube_video Q5mBXtS6YXI · row Q5mBXtS6YXI

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528 hz one

Listed as Yokalli – 528 hz one (solfeggio frequency: musical voodoo) · Watch on YouTube

youtube_video R4sOZSl_QBQ · row R4sOZSl_QBQ

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Come and Get it

Listed as Yokalli – Come and Get it (Come and Get it) · Watch on YouTube

youtube_video SoclOHlvjpM · row SoclOHlvjpM

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741 hz two

Listed as Yokalli – 741 hz two (solfeggio frequency: musical voodoo) · Watch on YouTube

youtube_video T5z_-aEy_cQ · row T5z_-aEy_cQ

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Positive Vibes Only

Listed as Yokalli – Positive Vibes Only (Positive Vibes Only) · Watch on YouTube

youtube_video UTYczUbqUHY · row UTYczUbqUHY

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Durable Duke

Listed as YoKalli – Durable Duke (Durable Duke) · Watch on YouTube

youtube_video VuXARBU-Q0M · row VuXARBU-Q0M

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Bread Rules Eveything Around Me (T$ mix) (feat. MindFuzZ)

Listed as Yokalli – Bread Rules Eveything Around Me (T$ mix) (feat. MindFuzZ) (Bread Rules Eveything Around Me [T$ mix]) · Watch on YouTube

youtube_video WPNEFygzESg · row WPNEFygzESg

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Espresso

Listed as Yokalli – Espresso (Songs For The End of The World) · Watch on YouTube

youtube_video Y8alAIbPEBw · row Y8alAIbPEBw

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Kid Cuisine

Listed as Yokalli – Kid Cuisine (Songs For The End of The World) · Watch on YouTube

youtube_video ZHQg8xM7fyc · row ZHQg8xM7fyc

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Love is Free

Listed as Yokalli – Love is Free (Love is Free) · Watch on YouTube

youtube_video ZgK1_2toTEE · row ZgK1_2toTEE

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852 hz two

Listed as Yokalli – 852 hz two (solfeggio frequency: musical voodoo) · Watch on YouTube

youtube_video _T8pM86tGXk · row _T8pM86tGXk

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Cruda

Listed as Yokalli – Cruda (Songs For The End of The World) · Watch on YouTube

youtube_video _b7JhFzJbmU · row _b7JhFzJbmU

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Fizzy Lifting Drinks (Carbonated Soda Mix) (feat. MindFuZz)

Listed as Yokalli – Fizzy Lifting Drinks (Carbonated Soda Mix) (feat. MindFuZz) (Benevolent Neutrality) · Watch on YouTube

youtube_video c2_9KZUnPQE · row c2_9KZUnPQE

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Violet Utopia

Listed as Yokalli – Violet Utopia (Violet Utopia) · Watch on YouTube

youtube_video czW_amCYEXI · row czW_amCYEXI

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Waves of the Kali Yuga

Listed as Yokalli – Waves of the Kali Yuga (Waves of the Kali Yuga) · Watch on YouTube

youtube_video dQbG2Y60G_A · row dQbG2Y60G_A

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Go

Listed as YoKalli – Go (Still Alive) · Watch on YouTube

youtube_video dVAqx4Mj-mk · row dVAqx4Mj-mk

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The End of the World

Listed as Yokalli – The End of the World (Songs For The End of The World) · Watch on YouTube

youtube_video eOO8MWEC5nE · row eOO8MWEC5nE

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963 hz one

Listed as Yokalli – 963 hz one (solfeggio frequency: musical voodoo) · Watch on YouTube

youtube_video edm5t_GU8mo · row edm5t_GU8mo

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Epilogue

Listed as Yokalli – Epilogue (Songs For The End of The World) · Watch on YouTube

youtube_video egg0Qg0txNM · row egg0Qg0txNM

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april showers

Listed as Yokalli – april showers (Songs For The End of The World) · Watch on YouTube

youtube_video exVztLm2H9A · row exVztLm2H9A

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Jesus is Coming Back, Hallelujah

Listed as Yokalli – Jesus is Coming Back, Hallelujah (Jesus is Coming Back, Hallelujah) · Watch on YouTube

youtube_video gj5-TLr1gQI · row gj5-TLr1gQI

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Alberto (Rough Cut)

Listed as YoKalli – Alberto (Rough Cut) (Alberto (Rough Cut)) · Watch on YouTube

youtube_video hykuCH-U7aU · row hykuCH-U7aU

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Andrea and the Alluring Alarm Clock

Listed as Yokalli – Andrea and the Alluring Alarm Clock (Benevolent Neutrality) · Watch on YouTube

youtube_video l3kyrsADA5s · row l3kyrsADA5s

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Beneath the Surface

Listed as Yokalli – Beneath the Surface (Hollywood Freeway Chickens) · Watch on YouTube

youtube_video lMNs4QMaFRI · row lMNs4QMaFRI

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The Flex

Listed as YoKalli – The Flex (The Flex) · Watch on YouTube

youtube_video ljG77H1ts_M · row ljG77H1ts_M

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639 hz one

Listed as Yokalli – 639 hz one (solfeggio frequency: musical voodoo) · Watch on YouTube

youtube_video n0q5zkQ86s4 · row n0q5zkQ86s4

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Bingo Night at the Old Folks Home

Listed as Yokalli – Bingo Night at the Old Folks Home (Benevolent Neutrality) · Watch on YouTube

youtube_video nihTpRvxWKA · row nihTpRvxWKA

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Midnight Chill (idk wtf Im doing Version)

Listed as YoKalli – Midnight Chill (idk wtf Im doing Version) (Midnight Chill (idk wtf Im doing Version)) · Watch on YouTube

youtube_video nn3cBxmidHI · row nn3cBxmidHI

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A Song For Erin

Listed as Yokalli – A Song For Erin (Hollywood Freeway Chickens) · Watch on YouTube

youtube_video ofPanl5wat0 · row ofPanl5wat0

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Nothings Gonna Change My World

Listed as Yokalli – Nothings Gonna Change My World (Songs For The End of The World) · Watch on YouTube

youtube_video sXz57ToKVX0 · row sXz57ToKVX0

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Super Mario Gospel Blues

Listed as Yokalli – Super Mario Gospel Blues (Hollywood Freeway Chickens) · Watch on YouTube

youtube_video tR7bCbe6nYc · row tR7bCbe6nYc

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The Operator

Listed as YoKalli – The Operator (Wokeness is a Mind Virus) · Watch on YouTube

youtube_video vObij1fl_WU · row vObij1fl_WU

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Gypsy Jazz

Listed as Yokalli – Gypsy Jazz (Gypsy Jazz) · Watch on YouTube

youtube_video wlWugg0wHHk · row wlWugg0wHHk

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852 hz one

Listed as Yokalli – 852 hz one (solfeggio frequency: musical voodoo) · Watch on YouTube

youtube_video y5O7G6EvOYM · row y5O7G6EvOYM

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Thursday Night Power Nap

Listed as Yokalli – Thursday Night Power Nap (Benevolent Neutrality) · Watch on YouTube

youtube_video yMuvRECgfpk · row yMuvRECgfpk

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The Valley

Listed as Yokalli – The Valley (Hollywood Freeway Chickens) · Watch on YouTube

youtube_video yu2ycv6HSns · row yu2ycv6HSns

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Vivaldi Instrumental (for wren)

Listed as Yokalli – Vivaldi Instrumental (for wren) (Vivaldi Instrumental (for wren)) · Watch on YouTube

youtube_video zozjpsVaScw · row zozjpsVaScw

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Alex Bill Hicks Jones

Listed as Yokalli – Alex Bill Hicks Jones (Songs For The End of The World) · Watch on YouTube

youtube_video zvs2av1z9Ks · row zvs2av1z9Ks

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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.