Yes. Disco Biscuits has 141 songs listed in a dataset used to train AI music models.

Used for training 141

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 Why We Dance, One Chance to Save the World, The Deal

Listed under the artist name 141 songs in LAION-DISCO-12M

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

Why We Dance

Listed as The Disco Biscuits – Why We Dance (Revolution in Motion) · Watch on YouTube

youtube_video 0DxiO28MOYQ · row 0DxiO28MOYQ

LAION-DISCO-12M

One Chance to Save the World

Listed as The Disco Biscuits – One Chance to Save the World (Revolution in Motion) · Watch on YouTube

youtube_video 0O5Ph0qwnKU · row 0O5Ph0qwnKU

LAION-DISCO-12M

The Deal

Listed as The Disco Biscuits – The Deal (Revolution in Motion, Pt. 3) · Watch on YouTube

youtube_video 0di5oMorrUc · row 0di5oMorrUc

LAION-DISCO-12M

Who's in Charge

Listed as The Disco Biscuits – Who's in Charge (Twisted in the Road (Los Padres Remix)) · Watch on YouTube

youtube_video 4c7NF24IEIA · row 4c7NF24IEIA

LAION-DISCO-12M

Vassillios

Listed as The Disco Biscuits – Vassillios (Uncivilized Area) · Watch on YouTube

youtube_video 4tgWZ3ts7-g · row 4tgWZ3ts7-g

LAION-DISCO-12M

Highwire

Listed as The Disco Biscuits – Highwire (They Missed the Perfume) · Watch on YouTube

youtube_video 5O2jWdpqGk8 · row 5O2jWdpqGk8

LAION-DISCO-12M

Another Plan of Attack

Listed as The Disco Biscuits – Another Plan of Attack (Revolution in Motion, Pt. 1) · Watch on YouTube

youtube_video 6Eo1kNOZiJc · row 6Eo1kNOZiJc

LAION-DISCO-12M

To Be Continued...

Listed as The Disco Biscuits – To Be Continued... (Revolution in Motion) · Watch on YouTube

youtube_video 6r8dehOAw2Q · row 6r8dehOAw2Q

LAION-DISCO-12M

Neck Romancer

Listed as Disco Biscuits – Neck Romancer (Otherwise Law Abiding Citizens) · Watch on YouTube

youtube_video 8FtR2XTjQM4 · row 8FtR2XTjQM4

LAION-DISCO-12M

The City

Listed as The Disco Biscuits – The City (Planet Anthem) · Watch on YouTube

youtube_video 8rSbmArr9J0 · row 8rSbmArr9J0

LAION-DISCO-12M

Loose Change

Listed as The Disco Biscuits – Loose Change (On Time EP) · Watch on YouTube

youtube_video 9jsi_X_W8ag · row 9jsi_X_W8ag

LAION-DISCO-12M

Mirrors (Live at Red Rocks 2009)

Listed as The Disco Biscuits – Mirrors (Live at Red Rocks 2009) (On Time EP) · Watch on YouTube

youtube_video BsZtISL_TU0 · row BsZtISL_TU0

LAION-DISCO-12M

Jigsaw Earth

Listed as The Disco Biscuits – Jigsaw Earth (Señor Boombox) · Watch on YouTube

youtube_video D6bLrFHFdvk · row D6bLrFHFdvk

LAION-DISCO-12M

Floodlights

Listed as The Disco Biscuits – Floodlights (Señor Boombox) · Watch on YouTube

youtube_video FkUsyKdfJnc · row FkUsyKdfJnc

LAION-DISCO-12M

Shocked!

Listed as The Disco Biscuits – Shocked! (Revolution in Motion, Pt. 1) · Watch on YouTube

youtube_video GKlfVMl8R-U · row GKlfVMl8R-U

LAION-DISCO-12M

You And I

Listed as The Disco Biscuits – You And I (Planet Anthem) · Watch on YouTube

youtube_video Gpytspe8bB8 · row Gpytspe8bB8

LAION-DISCO-12M

We Like to Party

Listed as Disco Biscuits – We Like to Party (Otherwise Law Abiding Citizens) · Watch on YouTube

youtube_video JVr_L-zW7ac · row JVr_L-zW7ac

LAION-DISCO-12M

Awol's Blues

Listed as The Disco Biscuits – Awol's Blues (Uncivilized Area) · Watch on YouTube

youtube_video JnDJhRVdUc4 · row JnDJhRVdUc4

LAION-DISCO-12M

M1

Listed as The Disco Biscuits – M1 (M1) · Watch on YouTube

youtube_video LzaDDEI5K78 · row LzaDDEI5K78

LAION-DISCO-12M

Evolve

Listed as The Disco Biscuits – Evolve (Evolve) · Watch on YouTube

youtube_video N3oXNcf_ats · row N3oXNcf_ats

LAION-DISCO-12M

Uber Glue

Listed as The Disco Biscuits – Uber Glue (Planet Anthem) · Watch on YouTube

youtube_video N8i6QQZEx-0 · row N8i6QQZEx-0

LAION-DISCO-12M

Spaga's Last Stand

Listed as The Disco Biscuits – Spaga's Last Stand (Revolution in Motion, Pt. 2) · Watch on YouTube

youtube_video O1eUnnms63k · row O1eUnnms63k

LAION-DISCO-12M

Quad D

Listed as The Disco Biscuits – Quad D (Planet Anthem) · Watch on YouTube

youtube_video QBmFSD_7MME · row QBmFSD_7MME

LAION-DISCO-12M

On Time (feat. TuPhace)

Listed as The Disco Biscuits – On Time (feat. TuPhace) (On Time EP) · Watch on YouTube

youtube_video SWENQ1wFoOk · row SWENQ1wFoOk

LAION-DISCO-12M

Lake Shore Drive

Listed as The Disco Biscuits – Lake Shore Drive (Lake Shore Drive) · Watch on YouTube

youtube_video TXaHsrP-jKE · row TXaHsrP-jKE

LAION-DISCO-12M

M.E.M.P.H.I.S.

Listed as The Disco Biscuits – M.E.M.P.H.I.S. (Uncivilized Area) · Watch on YouTube

youtube_video TvpYhRkVV6w · row TvpYhRkVV6w

LAION-DISCO-12M

Hope

Listed as The Disco Biscuits – Hope (Señor Boombox) · Watch on YouTube

youtube_video VAJnR7etXGg · row VAJnR7etXGg

LAION-DISCO-12M

Portal to an Empty Head

Listed as Disco Biscuits – Portal to an Empty Head (Otherwise Law Abiding Citizens) · Watch on YouTube

youtube_video VIiJRflmUzs · row VIiJRflmUzs

LAION-DISCO-12M

Mindless Dribble

Listed as The Disco Biscuits – Mindless Dribble (They Missed the Perfume) · Watch on YouTube

youtube_video VrQYCbh2lwA · row VrQYCbh2lwA

LAION-DISCO-12M

Home Again

Listed as The Disco Biscuits – Home Again (They Missed the Perfume) · Watch on YouTube

youtube_video WcucHTl0Jpg · row WcucHTl0Jpg

LAION-DISCO-12M

Times Square

Listed as The Disco Biscuits – Times Square (Revolution in Motion, Pt. 2) · Watch on YouTube

youtube_video YFroZAbqHVY · row YFroZAbqHVY

LAION-DISCO-12M

Twisted in the Road

Listed as The Disco Biscuits – Twisted in the Road (Twisted in the Road (Los Padres Remix)) · Watch on YouTube

youtube_video _QdQ9758uH8 · row _QdQ9758uH8

LAION-DISCO-12M

Tricycle (Live)

Listed as The Disco Biscuits – Tricycle (Live) (Steele's Reels, Vol. 1: 7-16-2016 (Camp Bisco, Scranton, PA) (Live)) · Watch on YouTube

youtube_video _oio13Ymt3U · row _oio13Ymt3U

LAION-DISCO-12M

Feeling Twisted

Listed as Disco Biscuits – Feeling Twisted (Otherwise Law Abiding Citizens) · Watch on YouTube

youtube_video afsKsJ6TUHU · row afsKsJ6TUHU

LAION-DISCO-12M

Therapy (Live)

Listed as The Disco Biscuits – Therapy (Live) (Live from Austin, TX (September 16, 2023)) · Watch on YouTube

youtube_video bHlaxQXxoCI · row bHlaxQXxoCI

LAION-DISCO-12M

The Wormhole

Listed as The Disco Biscuits – The Wormhole (Revolution in Motion, Pt. 1) · Watch on YouTube

youtube_video bzYKiOoJCBY · row bzYKiOoJCBY

LAION-DISCO-12M

I-Man

Listed as The Disco Biscuits – I-Man (Uncivilized Area) · Watch on YouTube

youtube_video cZFm8mTHeZk · row cZFm8mTHeZk

LAION-DISCO-12M

Space Train

Listed as The Disco Biscuits – Space Train (Revolution in Motion, Pt. 3) · Watch on YouTube

youtube_video e12zGNIH03g · row e12zGNIH03g

LAION-DISCO-12M

Tourists (Rocket Ship)

Listed as The Disco Biscuits – Tourists (Rocket Ship) (Revolution in Motion, Pt. 2) · Watch on YouTube

youtube_video edHH7DARoeo · row edHH7DARoeo

LAION-DISCO-12M

Great Abyss

Listed as Disco Biscuits – Great Abyss (Otherwise Law Abiding Citizens) · Watch on YouTube

youtube_video f-MLMBaSf3w · row f-MLMBaSf3w

LAION-DISCO-12M

Helicopters (Live)

Listed as The Disco Biscuits – Helicopters (Live) (Steele's Reels, Vol. 2: 8-25-2001 (Kahunaville, Wilmington, DE) (Live)) · Watch on YouTube

youtube_video h-4c0Wcc9kY · row h-4c0Wcc9kY

LAION-DISCO-12M

Spacebirdmatingcall

Listed as The Disco Biscuits – Spacebirdmatingcall (They Missed the Perfume) · Watch on YouTube

youtube_video hFfBt95So4U · row hFfBt95So4U

LAION-DISCO-12M

Scarlet Begonias / I Know You Rider (Live)

Listed as The Disco Biscuits, Billy & The Kids – Scarlet Begonias / I Know You Rider (Live) (Dear Jerry: Celebrating The Music Of Jerry Garcia (Live)) · Watch on YouTube

youtube_video huo8uW9NAHg · row huo8uW9NAHg

LAION-DISCO-12M

Jamillia

Listed as The Disco Biscuits – Jamillia (Uncivilized Area) · Watch on YouTube

youtube_video ihkic24LM8c · row ihkic24LM8c

LAION-DISCO-12M

Widgets

Listed as The Disco Biscuits – Widgets (Widgets EP) · Watch on YouTube

youtube_video jEcU3JRw4po · row jEcU3JRw4po

LAION-DISCO-12M

Bombs

Listed as Disco Biscuits – Bombs (Otherwise Law Abiding Citizens) · Watch on YouTube

youtube_video mCjoI0YjIyY · row mCjoI0YjIyY

LAION-DISCO-12M

Aceetobee

Listed as The Disco Biscuits – Aceetobee (Uncivilized Area) · Watch on YouTube

youtube_video q1XIT6W588k · row q1XIT6W588k

LAION-DISCO-12M

Freeze

Listed as The Disco Biscuits – Freeze (Revolution in Motion, Pt. 2) · Watch on YouTube

youtube_video qA_dsk0vxbI · row qA_dsk0vxbI

LAION-DISCO-12M

Float Like A Butterfly

Listed as The Disco Biscuits – Float Like A Butterfly (Señor Boombox) · Watch on YouTube

youtube_video vBMSWuLSLz8 · row vBMSWuLSLz8

LAION-DISCO-12M

Spraypaint

Listed as Disco Biscuits – Spraypaint (Otherwise Law Abiding Citizens) · Watch on YouTube

youtube_video y8AMcZouREo · row y8AMcZouREo

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.