Yes. Unsane has 138 songs listed in a dataset used to train AI music models.

Used for training 138

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 Against the Grain, This Stops At the River, Windshield

Listed under the artist name 138 songs in LAION-DISCO-12M

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

Against the Grain

Listed as Unsane – Against the Grain (Visqueen) · Watch on YouTube

youtube_video 0SM0b744VoE · row 0SM0b744VoE

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This Stops At the River

Listed as Unsane – This Stops At the River (Visqueen) · Watch on YouTube

youtube_video 2aI7w7pok5c · row 2aI7w7pok5c

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Windshield

Listed as Unsane – Windshield (Visqueen) · Watch on YouTube

youtube_video 3K9bOOlNz9g · row 3K9bOOlNz9g

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Straight

Listed as Unsane – Straight (Total Destruction) · Watch on YouTube

youtube_video 418bACvpfFY · row 418bACvpfFY

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Swim

Listed as Unsane – Swim (Scattered, Smothered & Covered) · Watch on YouTube

youtube_video 4d7poMA181k · row 4d7poMA181k

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Cut

Listed as Unsane – Cut (Improvised Munitions & Demo) · Watch on YouTube

youtube_video 5YNZIpyFjiM · row 5YNZIpyFjiM

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This Plan

Listed as Unsane – This Plan (Occupational Hazard) · Watch on YouTube

youtube_video 5zEC2tB-6jI · row 5zEC2tB-6jI

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Alleged

Listed as Unsane – Alleged (Scattered, Smothered & Covered) · Watch on YouTube

youtube_video 86ssg_UNuuE · row 86ssg_UNuuE

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Test My Faith

Listed as Unsane – Test My Faith (Scattered, Smothered & Covered) · Watch on YouTube

youtube_video BCcMENZAvpw · row BCcMENZAvpw

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Maggot

Listed as Unsane – Maggot (Unsane) · Watch on YouTube

youtube_video CUsrxCq9GyQ · row CUsrxCq9GyQ

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HLL

Listed as Unsane – HLL (Unsane) · Watch on YouTube

youtube_video CbCSoV3wbPs · row CbCSoV3wbPs

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Blame Me

Listed as Unsane – Blame Me (Scattered, Smothered & Covered) · Watch on YouTube

youtube_video DyoEkG11pOA · row DyoEkG11pOA

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Factory

Listed as Unsane – Factory (Sterilize) · Watch on YouTube

youtube_video FhDze3QnmYA · row FhDze3QnmYA

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Slag

Listed as Unsane – Slag (Unsane) · Watch on YouTube

youtube_video HzQUH-IUETU · row HzQUH-IUETU

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No Chance

Listed as Unsane – No Chance (Wreck) · Watch on YouTube

youtube_video I-w3WcYTiHw · row I-w3WcYTiHw

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Get Off My Back

Listed as Unsane – Get Off My Back (Scattered, Smothered & Covered) · Watch on YouTube

youtube_video IIWHzAw18xU · row IIWHzAw18xU

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Shooting Clay

Listed as Unsane – Shooting Clay (Visqueen) · Watch on YouTube

youtube_video JZBdATbbxyM · row JZBdATbbxyM

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No One

Listed as Unsane – No One (Visqueen) · Watch on YouTube

youtube_video LbXQsD5-OWA · row LbXQsD5-OWA

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The Grind

Listed as Unsane – The Grind (Sterilize) · Watch on YouTube

youtube_video OVbA4jV_M80 · row OVbA4jV_M80

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Take In the Stray

Listed as Unsane – Take In the Stray (Occupational Hazard) · Watch on YouTube

youtube_video RvM1IGMkfbg · row RvM1IGMkfbg

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Sick

Listed as Unsane – Sick (Occupational Hazard) · Watch on YouTube

youtube_video SHSw1pt_qao · row SHSw1pt_qao

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Can't see

Listed as Unsane – Can't see (Scattered, Smothered & Covered) · Watch on YouTube

youtube_video V6SHShKYDTM · row V6SHShKYDTM

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Out

Listed as Unsane – Out (Scattered, Smothered & Covered) · Watch on YouTube

youtube_video XTeV2eTkcrU · row XTeV2eTkcrU

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East Broadway

Listed as Unsane – East Broadway (Visqueen) · Watch on YouTube

youtube_video aVvn7Q8JRi4 · row aVvn7Q8JRi4

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Empty Cartridge

Listed as Unsane – Empty Cartridge (Scattered, Smothered & Covered) · Watch on YouTube

youtube_video aby4JjmuT60 · row aby4JjmuT60

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Exterminator

Listed as Unsane – Exterminator (Unsane) · Watch on YouTube

youtube_video dO9x9vLIuBc · row dO9x9vLIuBc

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Only Pain

Listed as Unsane – Only Pain (Visqueen) · Watch on YouTube

youtube_video dsyOvoPdfa4 · row dsyOvoPdfa4

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Cracked Up

Listed as Unsane – Cracked Up (Unsane) · Watch on YouTube

youtube_video gNFbuG5bBGI · row gNFbuG5bBGI

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Black Book

Listed as Unsane – Black Book (Total Destruction) · Watch on YouTube

youtube_video gykD9h-YfPk · row gykD9h-YfPk

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Over Me

Listed as Unsane – Over Me (Occupational Hazard) · Watch on YouTube

youtube_video inASpV7VyPY · row inASpV7VyPY

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Bath

Listed as Unsane – Bath (Unsane) · Watch on YouTube

youtube_video lpblkO7EJz4 · row lpblkO7EJz4

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Aberration

Listed as Unsane – Aberration (Sterilize) · Watch on YouTube

youtube_video mpLhvc10Cd0 · row mpLhvc10Cd0

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Organ Donor

Listed as Unsane – Organ Donor (Unsane) · Watch on YouTube

youtube_video mwmzCojpczE · row mwmzCojpczE

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No Loss

Listed as Unsane – No Loss (Scattered, Smothered & Covered) · Watch on YouTube

youtube_video n3HmtRWuNFI · row n3HmtRWuNFI

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Eat Crow

Listed as Unsane – Eat Crow (Visqueen) · Watch on YouTube

youtube_video nW9kJ-FPNso · row nW9kJ-FPNso

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Vandal-X

Listed as Unsane – Vandal-X (Unsane) · Watch on YouTube

youtube_video neabjozRG3I · row neabjozRG3I

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Stuck

Listed as Unsane – Stuck (Wreck) · Watch on YouTube

youtube_video o_PejCyTUO8 · row o_PejCyTUO8

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White Hand

Listed as Unsane – White Hand (Unsane) · Watch on YouTube

youtube_video op34b8r5jIk · row op34b8r5jIk

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D Train

Listed as Unsane – D Train (Blood Run) · Watch on YouTube

youtube_video p0OBndu7KvU · row p0OBndu7KvU

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Ruin

Listed as Unsane – Ruin (Scattered, Smothered & Covered) · Watch on YouTube

youtube_video qNYtOV-vQQ8 · row qNYtOV-vQQ8

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Blew

Listed as Unsane – Blew (Scattered, Smothered & Covered) · Watch on YouTube

youtube_video r-HO1DfZLdM · row r-HO1DfZLdM

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Last Man Standing

Listed as Unsane – Last Man Standing (Visqueen) · Watch on YouTube

youtube_video sMhEqdrQBwI · row sMhEqdrQBwI

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Body Bomb

Listed as Unsane – Body Bomb (Total Destruction) · Watch on YouTube

youtube_video sSjTYdxKy2o · row sSjTYdxKy2o

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Backslide

Listed as Unsane – Backslide (Blood Run) · Watch on YouTube

youtube_video sh420PDVXEM · row sh420PDVXEM

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Scrape

Listed as Unsane – Scrape (Scattered, Smothered & Covered) · Watch on YouTube

youtube_video tLE8CPRFx4o · row tLE8CPRFx4o

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Ha Ha Ha

Listed as Unsane – Ha Ha Ha (Wreck) · Watch on YouTube

youtube_video uSjWSI76q-8 · row uSjWSI76q-8

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Committed

Listed as Unsane – Committed (Occupational Hazard) · Watch on YouTube

youtube_video v07O8VhTzlQ · row v07O8VhTzlQ

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Disdain

Listed as Unsane – Disdain (Visqueen) · Watch on YouTube

youtube_video vvDEkGfbFNg · row vvDEkGfbFNg

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Throw It Away

Listed as Unsane – Throw It Away (Total Destruction) · Watch on YouTube

youtube_video xSmKVZ-LKV8 · row xSmKVZ-LKV8

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Line On the Wall

Listed as Unsane – Line On the Wall (Visqueen) · Watch on YouTube

youtube_video yH2GKCoWFSQ · row yH2GKCoWFSQ

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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.