Yes. The Stupendium has 151 songs listed in a dataset used to train AI music models.

Used for training 151

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 Way Deeper Down (2023 Remaster) (Instrumental), Christmas in the Backrooms (A Cappella), Back Together (A Cappella) (feat. Chichi)

Listed under the artist name 151 songs in LAION-DISCO-12M

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

Way Deeper Down (2023 Remaster) (Instrumental)

Listed as The Stupendium – Way Deeper Down (2023 Remaster) (Instrumental) (Way Deeper Down (2023 Remaster)) · Watch on YouTube

youtube_video 05zpBSDcAwk · row 05zpBSDcAwk

LAION-DISCO-12M

Christmas in the Backrooms (A Cappella)

Listed as The Stupendium – Christmas in the Backrooms (A Cappella) (Christmas in the Backrooms) · Watch on YouTube

youtube_video 11-HB5rKtcc · row 11-HB5rKtcc

LAION-DISCO-12M

Back Together (A Cappella) (feat. Chichi)

Listed as The Stupendium – Back Together (A Cappella) (feat. Chichi) (Back Together) · Watch on YouTube

youtube_video 2jw3rUEW7BE · row 2jw3rUEW7BE

LAION-DISCO-12M

The Most Fashionable Faction (A Cappella) (feat. Harry Callaghan)

Listed as The Stupendium – The Most Fashionable Faction (A Cappella) (feat. Harry Callaghan) (The Most Fashionable Faction (Team Fortress 2 Song)) · Watch on YouTube

youtube_video 7CkVuQ7DRlY · row 7CkVuQ7DRlY

LAION-DISCO-12M

Fragments (A Cappella) (feat. Freeced)

Listed as The Stupendium – Fragments (A Cappella) (feat. Freeced) (Fragments) · Watch on YouTube

youtube_video 7rPvzP-Wcgs · row 7rPvzP-Wcgs

LAION-DISCO-12M

The Aftermath (Instrumental)

Listed as The Stupendium – The Aftermath (Instrumental) (The Aftermath) · Watch on YouTube

youtube_video 9z2M8fmvC0U · row 9z2M8fmvC0U

LAION-DISCO-12M

A Pizza the Action (Instrumental)

Listed as The Stupendium – A Pizza the Action (Instrumental) (A Pizza the Action (Security Breach Song)) · Watch on YouTube

youtube_video B1dupB3BnY0 · row B1dupB3BnY0

LAION-DISCO-12M

Vault Number 76 (A Cappella)

Listed as The Stupendium – Vault Number 76 (A Cappella) (Vault Number 76) · Watch on YouTube

youtube_video CKamqyG2b78 · row CKamqyG2b78

LAION-DISCO-12M

Why Did I Say Okie Doki? (A Cappella)

Listed as The Stupendium – Why Did I Say Okie Doki? (A Cappella) (Why Did I Say Okie Doki?) · Watch on YouTube

youtube_video DlskHNnzJlw · row DlskHNnzJlw

LAION-DISCO-12M

Divide! The Gospel of the Geiger (Instrumental)

Listed as The Stupendium – Divide! The Gospel of the Geiger (Instrumental) (Divide! The Gospel of the Geiger (A Fallout Musical)) · Watch on YouTube

youtube_video EtTHaVhvk9I · row EtTHaVhvk9I

LAION-DISCO-12M

Adequate Wordsmith (A Cappella)

Listed as The Stupendium – Adequate Wordsmith (A Cappella) (Adequate Wordsmith) · Watch on YouTube

youtube_video FHOjxpJRwdU · row FHOjxpJRwdU

LAION-DISCO-12M

Rest Employed (A Cappella)

Listed as The Stupendium – Rest Employed (A Cappella) (Rest Employed (Death and Taxes Song)) · Watch on YouTube

youtube_video GBdlMUb-h2I · row GBdlMUb-h2I

LAION-DISCO-12M

These Hallowed Wings (A Cappella)

Listed as The Stupendium – These Hallowed Wings (A Cappella) (These Hallowed Wings (Animal Crossing Song)) · Watch on YouTube

youtube_video H0IJ3AGEDDs · row H0IJ3AGEDDs

LAION-DISCO-12M

Fiend Like Me (A Cappella)

Listed as The Stupendium – Fiend Like Me (A Cappella) (Fiend Like Me (Evil Genius 2 Song)) · Watch on YouTube

youtube_video HmNbVAT3iS8 · row HmNbVAT3iS8

LAION-DISCO-12M

Why Did I Say Okie Doki? [ Instrumental] (Orchestral Remix) (feat. NPT Music)

Listed as The Stupendium – Why Did I Say Okie Doki? [ Instrumental] (Orchestral Remix) (feat. NPT Music) (Why Did I Say Okie Doki? (Orchestral Remix)) · Watch on YouTube

youtube_video J4c49znFj7U · row J4c49znFj7U

LAION-DISCO-12M

Fazbear Family (Instrumental)

Listed as The Stupendium – Fazbear Family (Instrumental) (Fazbear Family) · Watch on YouTube

youtube_video JPmnQ5rhsJI · row JPmnQ5rhsJI

LAION-DISCO-12M

Why Did I Say Okie Doki? [Orchestral Remix ] [A Cappella] (Orchestral Remix) (feat. NPT Music)

Listed as The Stupendium – Why Did I Say Okie Doki? [Orchestral Remix ] [A Cappella] (Orchestral Remix) (feat. NPT Music) (Why Did I Say Okie Doki? (Orchestral Remix)) · Watch on YouTube

youtube_video KAJMjaLMIM4 · row KAJMjaLMIM4

LAION-DISCO-12M

Room for Improvement (A Cappella)

Listed as The Stupendium – Room for Improvement (A Cappella) (Room for Improvement (House Flipper Song)) · Watch on YouTube

youtube_video LVlFNo4Mxco · row LVlFNo4Mxco

LAION-DISCO-12M

The Muppet Cypher (A Cappella) (feat. Freeced, Dan Bull, JT Music & Little Flecks)

Listed as The Stupendium – The Muppet Cypher (A Cappella) (feat. Freeced, Dan Bull, JT Music & Little Flecks) (The Muppet Cypher) · Watch on YouTube

youtube_video M73baarwI_Q · row M73baarwI_Q

LAION-DISCO-12M

Back Together (Instrumental)

Listed as The Stupendium – Back Together (Instrumental) (Back Together) · Watch on YouTube

youtube_video MbpESNFwPkg · row MbpESNFwPkg

LAION-DISCO-12M

Neath! (Instrumental)

Listed as The Stupendium – Neath! (Instrumental) (Neath! (A Fallen London Musical)) · Watch on YouTube

youtube_video Mi3cEg8ff_k · row Mi3cEg8ff_k

LAION-DISCO-12M

It's a Joy

Listed as The Stupendium – It's a Joy (It's a Joy) · Watch on YouTube

youtube_video O-Xjah2FJTw · row O-Xjah2FJTw

LAION-DISCO-12M

Nook, Line & Sinker (Acapella)

Listed as The Stupendium – Nook, Line & Sinker (Acapella) (Nook, Line & Sinker (Animal Crossing Song)) · Watch on YouTube

youtube_video O8Ls37aGG3Y · row O8Ls37aGG3Y

LAION-DISCO-12M

What A Plunderful World (A Cappella)

Listed as The Stupendium – What A Plunderful World (A Cappella) (What A Plunderful World (Satisfactory Song)) · Watch on YouTube

youtube_video O9Ady0fuE0s · row O9Ady0fuE0s

LAION-DISCO-12M

Dead Ahead (A Cappella)

Listed as The Stupendium – Dead Ahead (A Cappella) (Dead Ahead (Dredge Song)) · Watch on YouTube

youtube_video Otz_s4MoYxM · row Otz_s4MoYxM

LAION-DISCO-12M

And To All A Good Fright

Listed as The Stupendium – And To All A Good Fright (And To All A Good Fright) · Watch on YouTube

youtube_video PN3AV7lmWIQ · row PN3AV7lmWIQ

LAION-DISCO-12M

Wool Over Our Eyes (A Cappella)

Listed as The Stupendium – Wool Over Our Eyes (A Cappella) (Wool Over Our Eyes (Cult of the Lamb Song)) · Watch on YouTube

youtube_video QKpLxF06D8w · row QKpLxF06D8w

LAION-DISCO-12M

Divide! The Gospel of the Geiger (A Cappella)

Listed as The Stupendium – Divide! The Gospel of the Geiger (A Cappella) (Divide! The Gospel of the Geiger (A Fallout Musical)) · Watch on YouTube

youtube_video QaH16qh4I2g · row QaH16qh4I2g

LAION-DISCO-12M

Shelter from the Storm (A Cappella)

Listed as The Stupendium – Shelter from the Storm (A Cappella) (Shelter from the Storm) · Watch on YouTube

youtube_video VkfcFsABSvo · row VkfcFsABSvo

LAION-DISCO-12M

No One's Home (A Cappella) (feat. McGwire)

Listed as The Stupendium – No One's Home (A Cappella) (feat. McGwire) (No One's Home (Beholder 3 Rap)) · Watch on YouTube

youtube_video VoF9tY2Y3kA · row VoF9tY2Y3kA

LAION-DISCO-12M

Milk Milk Lemonade (Instrumental)

Listed as The Stupendium – Milk Milk Lemonade (Instrumental) (Milk Milk Lemonade) · Watch on YouTube

youtube_video WY8OCJ8cgMU · row WY8OCJ8cgMU

LAION-DISCO-12M

Neath! (A Cappella)

Listed as The Stupendium – Neath! (A Cappella) (Neath! (A Fallen London Musical)) · Watch on YouTube

youtube_video XXSCUC1_VOs · row XXSCUC1_VOs

LAION-DISCO-12M

Way Deeper Down (A Cappella)

Listed as The Stupendium – Way Deeper Down (A Cappella) (Way Deeper Down) · Watch on YouTube

youtube_video Z5ejpcHF9hw · row Z5ejpcHF9hw

LAION-DISCO-12M

The House Always Wins (Instrumental)

Listed as The Stupendium – The House Always Wins (Instrumental) (The House Always Wins) · Watch on YouTube

youtube_video _272jAsJ9Nc · row _272jAsJ9Nc

LAION-DISCO-12M

Art of Darkness (A Cappella)

Listed as The Stupendium – Art of Darkness (A Cappella) (Art of Darkness) · Watch on YouTube

youtube_video _klV036W7QE · row _klV036W7QE

LAION-DISCO-12M

The Apex (A Cappella) (feat. NemRaps)

Listed as The Stupendium – The Apex (A Cappella) (feat. NemRaps) (The Apex (Hitman 3 Rap)) · Watch on YouTube

youtube_video bbUfbQYSm7U · row bbUfbQYSm7U

LAION-DISCO-12M

The Ribbon (Instrumental)

Listed as The Stupendium – The Ribbon (Instrumental) (The Ribbon (Alan Wake II Song)) · Watch on YouTube

youtube_video cHzwe_2ALjk · row cHzwe_2ALjk

LAION-DISCO-12M

Find the Keys (2022 Remaster) (A Cappella)

Listed as The Stupendium – Find the Keys (2022 Remaster) (A Cappella) (Find the Keys (2022 Remaster)) · Watch on YouTube

youtube_video cmJAZZ92xUo · row cmJAZZ92xUo

LAION-DISCO-12M

A Little Theorizing (A Cappella)

Listed as The Stupendium – A Little Theorizing (A Cappella) (A Little Theorizing (Game Theory Song)) · Watch on YouTube

youtube_video mIjZdDbIJA8 · row mIjZdDbIJA8

LAION-DISCO-12M

Open the Sky (A Cappella)

Listed as The Stupendium – Open the Sky (A Cappella) (Open the Sky (Stray Song)) · Watch on YouTube

youtube_video nVQEfJw_gk4 · row nVQEfJw_gk4

LAION-DISCO-12M

The Data Stream (A Cappella) (feat. Cami-Cat)

Listed as The Stupendium – The Data Stream (A Cappella) (feat. Cami-Cat) (The Data Stream) · Watch on YouTube

youtube_video noc4AJD6LPQ · row noc4AJD6LPQ

LAION-DISCO-12M

It's A Joy (2021 Remaster - Instrumental) (feat. Dan Bull)

Listed as The Stupendium – It's A Joy (2021 Remaster - Instrumental) (feat. Dan Bull) (It's A Joy (Remastered)) · Watch on YouTube

youtube_video qdwWH86T9p8 · row qdwWH86T9p8

LAION-DISCO-12M

Slide Into the Void (Acapella) (feat. Cami-Cat)

Listed as The Stupendium – Slide Into the Void (Acapella) (feat. Cami-Cat) (Slide Into the Void (Control Song)) · Watch on YouTube

youtube_video rw5VcwtPbNc · row rw5VcwtPbNc

LAION-DISCO-12M

A Summary In Sumeru (Instrumental)

Listed as The Stupendium – A Summary In Sumeru (Instrumental) (A Summary In Sumeru (Genshin Impact Song)) · Watch on YouTube

youtube_video sklBCsSi6EY · row sklBCsSi6EY

LAION-DISCO-12M

And So We Fall (A Cappella)

Listed as The Stupendium – And So We Fall (A Cappella) (And So We Fall (Fall Guys Song)) · Watch on YouTube

youtube_video u5qPktkt5Ek · row u5qPktkt5Ek

LAION-DISCO-12M

Amateur Wordsmith (Instrumental)

Listed as The Stupendium – Amateur Wordsmith (Instrumental) (Amateur Wordsmith (2024 Remake)) · Watch on YouTube

youtube_video uMiCS2U0otw · row uMiCS2U0otw

LAION-DISCO-12M

Ad Infinitum (A Cappella)

Listed as The Stupendium – Ad Infinitum (A Cappella) (Ad Infinitum (Deltarune Song)) · Watch on YouTube

youtube_video wKEOILhydgA · row wKEOILhydgA

LAION-DISCO-12M

A Pizza the Action (A Cappella)

Listed as The Stupendium – A Pizza the Action (A Cappella) (A Pizza the Action (Security Breach Song)) · Watch on YouTube

youtube_video xgKTNmG4aC4 · row xgKTNmG4aC4

LAION-DISCO-12M

The Ribbon (A Cappella) (feat. Cami-Cat)

Listed as The Stupendium – The Ribbon (A Cappella) (feat. Cami-Cat) (The Ribbon (Alan Wake II Song)) · Watch on YouTube

youtube_video y6bZWEW6WVg · row y6bZWEW6WVg

LAION-DISCO-12M

Don't Let the Bellhops Bite (A Cappella)

Listed as The Stupendium – Don't Let the Bellhops Bite (A Cappella) (Don't Let the Bellhops Bite (Dark Deception Song)) · Watch on YouTube

youtube_video yNQWygZ0Ino · row yNQWygZ0Ino

LAION-DISCO-12M

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.