Yes. Liars has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 The Dumb in the Rain, The Overachievers, My Pulse to Ponder (P.E.'s I Gotcha! Remix)

Listed under the artist name 148 songs in LAION-DISCO-12M

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

The Dumb in the Rain

Listed as Liars – The Dumb in the Rain (Liars) · Watch on YouTube

youtube_video 2ZWJguOyc6I · row 2ZWJguOyc6I

LAION-DISCO-12M

The Overachievers

Listed as Liars – The Overachievers (Sisterworld) · Watch on YouTube

youtube_video 3QaX1Zy71Es · row 3QaX1Zy71Es

LAION-DISCO-12M

My Pulse to Ponder (P.E.'s I Gotcha! Remix)

Listed as Liars – My Pulse to Ponder (P.E.'s I Gotcha! Remix) (My Pulse to Ponder (P.E.'s I Gotcha! Remix)) · Watch on YouTube

youtube_video 4M5MShERtB8 · row 4M5MShERtB8

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Cycle Time

Listed as Liars – Cycle Time (Liars) · Watch on YouTube

youtube_video 5-TCCRulLHs · row 5-TCCRulLHs

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Frozen Glacier Of Mastadon Blood

Listed as Liars – Frozen Glacier Of Mastadon Blood (It Fit When I Was A Kid) · Watch on YouTube

youtube_video 5fIeCE_jP2s · row 5fIeCE_jP2s

LAION-DISCO-12M

Drum Gets a Glimpse

Listed as Liars – Drum Gets a Glimpse (Drums Not Dead) · Watch on YouTube

youtube_video 7Y5ZoBDnzAI · row 7Y5ZoBDnzAI

LAION-DISCO-12M

Grown Men Don't Fall in The River, Just Like That

Listed as Liars – Grown Men Don't Fall in The River, Just Like That (Fins to Make Us More Fish-Like) · Watch on YouTube

youtube_video 83UlbKevsh4 · row 83UlbKevsh4

LAION-DISCO-12M

Its All Blooming Now Mt. Heart Attack

Listed as Liars – Its All Blooming Now Mt. Heart Attack (Drums Not Dead) · Watch on YouTube

youtube_video 8XOKUCW3Jp4 · row 8XOKUCW3Jp4

LAION-DISCO-12M

Slow and Turn Inward

Listed as Liars – Slow and Turn Inward (The Apple Drop) · Watch on YouTube

youtube_video 9FJ2CcMpMyY · row 9FJ2CcMpMyY

LAION-DISCO-12M

Too Much, Too Much

Listed as Liars – Too Much, Too Much (Sisterworld) · Watch on YouTube

youtube_video 9tgG9202AcU · row 9tgG9202AcU

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Ill Valley Prodigies

Listed as Liars – Ill Valley Prodigies (WIXIW) · Watch on YouTube

youtube_video GfqyxzDiKZM · row GfqyxzDiKZM

LAION-DISCO-12M

The Grand Delusional

Listed as Liars – The Grand Delusional (Titles With The Word Fountain (TFCF Deluxe Edition)) · Watch on YouTube

youtube_video H2ry5zMOFrs · row H2ry5zMOFrs

LAION-DISCO-12M

W.C. (Liars remix)

Listed as Otay:onii, Liars – W.C. (Liars remix) (W.C. (Liars remix)) · Watch on YouTube

youtube_video HUlwFAVBapw · row HUlwFAVBapw

LAION-DISCO-12M

My Pulse to Ponder

Listed as Liars – My Pulse to Ponder (The Apple Drop) · Watch on YouTube

youtube_video KZ0k-vjb7Uc · row KZ0k-vjb7Uc

LAION-DISCO-12M

Staring At Zero (Mark Reeder's Thousand Yards Stare Remix)

Listed as Liars – Staring At Zero (Mark Reeder's Thousand Yards Stare Remix) (VFCF (Remixes)) · Watch on YouTube

youtube_video LHA2zDf9pf8 · row LHA2zDf9pf8

LAION-DISCO-12M

Protection

Listed as Liars – Protection (Liars) · Watch on YouTube

youtube_video OyzKrvfLcl4 · row OyzKrvfLcl4

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Staring At Zero

Listed as Liars – Staring At Zero (Titles With The Word Fountain (TFCF Deluxe Edition)) · Watch on YouTube

youtube_video PCOrD6m1K7g · row PCOrD6m1K7g

LAION-DISCO-12M

You, Drum

Listed as Liars – You, Drum (Drums Not Dead) · Watch on YouTube

youtube_video RKSY4of9Mco · row RKSY4of9Mco

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Drop Dead

Listed as Liars – Drop Dead (Sisterworld) · Watch on YouTube

youtube_video RmOWNv3tcQA · row RmOWNv3tcQA

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His and Mine Sensations

Listed as Liars – His and Mine Sensations (WIXIW) · Watch on YouTube

youtube_video SSUC2WJiDGU · row SSUC2WJiDGU

LAION-DISCO-12M

Proud Evolution

Listed as Liars – Proud Evolution (Sisterworld) · Watch on YouTube

youtube_video TCNumLzGg4Y · row TCNumLzGg4Y

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No Now Not Your Face

Listed as Liars – No Now Not Your Face (No Now Not Your Face) · Watch on YouTube

youtube_video UbRw4SBWnM0 · row UbRw4SBWnM0

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Freak Out

Listed as Liars – Freak Out (Liars) · Watch on YouTube

youtube_video WQXimndwsJk · row WQXimndwsJk

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They Took 14 For The Rest Of Our Lives

Listed as Liars – They Took 14 For The Rest Of Our Lives (They Were Wrong So We Drowned) · Watch on YouTube

youtube_video X25xW9bUWr0 · row X25xW9bUWr0

LAION-DISCO-12M

What Would They Know

Listed as Liars – What Would They Know (Liars) · Watch on YouTube

youtube_video X8sVuzkwk0A · row X8sVuzkwk0A

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Clear Island

Listed as Liars – Clear Island (Liars) · Watch on YouTube

youtube_video YE5UMjfjDFY · row YE5UMjfjDFY

LAION-DISCO-12M

Flow My Tears The Spider Said

Listed as Liars – Flow My Tears The Spider Said (They Were Wrong So We Drowned) · Watch on YouTube

youtube_video ZFr3L0CCQGo · row ZFr3L0CCQGo

LAION-DISCO-12M

Goodnight Everything

Listed as Liars – Goodnight Everything (Sisterworld) · Watch on YouTube

youtube_video Zka5knVdMaM · row Zka5knVdMaM

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Pure Unevil

Listed as Liars – Pure Unevil (Liars) · Watch on YouTube

youtube_video ZxSQcghQmO4 · row ZxSQcghQmO4

LAION-DISCO-12M

Hold Hands And It Will Happen Anyway

Listed as Liars – Hold Hands And It Will Happen Anyway (They Were Wrong So We Drowned) · Watch on YouTube

youtube_video bwoLh10cy4I · row bwoLh10cy4I

LAION-DISCO-12M

If You're A Wizard Then Why Do You Wear Glasses?

Listed as Liars – If You're A Wizard Then Why Do You Wear Glasses? (They Were Wrong So We Drowned) · Watch on YouTube

youtube_video cPpnscuC2Xs · row cPpnscuC2Xs

LAION-DISCO-12M

Anthem (babybaby_explores Liars Remix)

Listed as babybaby_explores, Liars – Anthem (babybaby_explores Liars Remix) (Anthem (babybaby_explores Liars remix)) · Watch on YouTube

youtube_video dKPd8qoZk0I · row dKPd8qoZk0I

LAION-DISCO-12M

Steam Rose From The Lifeless Cloak

Listed as Liars – Steam Rose From The Lifeless Cloak (They Were Wrong So We Drowned) · Watch on YouTube

youtube_video du6Fo-Y7QEU · row du6Fo-Y7QEU

LAION-DISCO-12M

Why Midnight Walked but Didn't Ring Her Bell

Listed as Liars – Why Midnight Walked but Didn't Ring Her Bell (They Threw Us All in a Trench and Stuck a Monument on Top) · Watch on YouTube

youtube_video eXEDIRTJPHk · row eXEDIRTJPHk

LAION-DISCO-12M

Drum and the Uncomfortable Can

Listed as Liars – Drum and the Uncomfortable Can (Drums Not Dead) · Watch on YouTube

youtube_video gAxPuuA5tfg · row gAxPuuA5tfg

LAION-DISCO-12M

Star Search

Listed as Liars – Star Search (The Apple Drop) · Watch on YouTube

youtube_video iTaphG4pW5c · row iTaphG4pW5c

LAION-DISCO-12M

Liquorice

Listed as Liars – Liquorice (Liquorice) · Watch on YouTube

youtube_video jmR8vlqjb0w · row jmR8vlqjb0w

LAION-DISCO-12M

Drip

Listed as Liars – Drip (Sisterworld) · Watch on YouTube

youtube_video lgqs3ntDVJs · row lgqs3ntDVJs

LAION-DISCO-12M

To Hold You, Drum

Listed as Liars – To Hold You, Drum (Drums Not Dead) · Watch on YouTube

youtube_video mQpTbU2ucdA · row mQpTbU2ucdA

LAION-DISCO-12M

Perpetual Village

Listed as Liars – Perpetual Village (Mess) · Watch on YouTube

youtube_video mUDtetej6WA · row mUDtetej6WA

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King of the Crooks

Listed as Liars – King of the Crooks (The Apple Drop) · Watch on YouTube

youtube_video mXqSBFaKQpw · row mXqSBFaKQpw

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Annual Moon Words

Listed as Liars – Annual Moon Words (WIXIW) · Watch on YouTube

youtube_video oj08vHylBfY · row oj08vHylBfY

LAION-DISCO-12M

Here Comes All The People

Listed as Liars – Here Comes All The People (Sisterworld) · Watch on YouTube

youtube_video pCV0kTfusyI · row pCV0kTfusyI

LAION-DISCO-12M

Read The Book That Wrote Itself

Listed as Liars – Read The Book That Wrote Itself (They Were Wrong So We Drowned) · Watch on YouTube

youtube_video pJH3zES9Tr8 · row pJH3zES9Tr8

LAION-DISCO-12M

I Still Can See An Outside World

Listed as Liars – I Still Can See An Outside World (Sisterworld) · Watch on YouTube

youtube_video v7XEPmn2vA8 · row v7XEPmn2vA8

LAION-DISCO-12M

New Planets New Undoings

Listed as Liars – New Planets New Undoings (The Apple Drop) · Watch on YouTube

youtube_video x0KNxFbDKMM · row x0KNxFbDKMM

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The Start

Listed as Liars – The Start (The Apple Drop) · Watch on YouTube

youtube_video yL6rpSZ0S1c · row yL6rpSZ0S1c

LAION-DISCO-12M

Cliché Suite

Listed as Liars – Cliché Suite (Titles With The Word Fountain (TFCF Deluxe Edition)) · Watch on YouTube

youtube_video ydBs69hyWAk · row ydBs69hyWAk

LAION-DISCO-12M

They Don't Want Your Corn, They Want Your Kids

Listed as Liars – They Don't Want Your Corn, They Want Your Kids (They Were Wrong So We Drowned) · Watch on YouTube

youtube_video zgklMHEBriY · row zgklMHEBriY

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Hold You, Drum

Listed as Liars – Hold You, Drum (Drums Not Dead) · Watch on YouTube

youtube_video zhW4kr7F_Es · row zhW4kr7F_Es

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.