Yes. Beardfish has 52 songs listed in a dataset used to train AI music models.

Used for training 52

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 Akakabotu, Ode to the Rock'n'Roller, Awaken the Sleeping

Listed under the artist name 52 songs in LAION-DISCO-12M

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

Akakabotu

Listed as Beardfish – Akakabotu (Mammoth) · Watch on YouTube

youtube_video -sVrQ8nHBpQ · row -sVrQ8nHBpQ

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Ode to the Rock'n'Roller

Listed as Beardfish – Ode to the Rock'n'Roller (+4626-COMFORTZONE) · Watch on YouTube

youtube_video 07TeT-i2GI4 · row 07TeT-i2GI4

LAION-DISCO-12M

Awaken the Sleeping

Listed as Beardfish – Awaken the Sleeping (Destined Solitaire) · Watch on YouTube

youtube_video 1fQ6zt3l_pc · row 1fQ6zt3l_pc

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Voluntary Slavery

Listed as Beardfish – Voluntary Slavery (The Void) · Watch on YouTube

youtube_video 2rbPt5FpTRE · row 2rbPt5FpTRE

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In the Autumn

Listed as Beardfish – In the Autumn (In the Autumn) · Watch on YouTube

youtube_video 3NKqjHYfNFA · row 3NKqjHYfNFA

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South of the Border

Listed as Beardfish – South of the Border (Sleeping In Traffic: Pt. 2) · Watch on YouTube

youtube_video 43_k9euZ0gc · row 43_k9euZ0gc

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Can You See Me Now?

Listed as Beardfish – Can You See Me Now? (+4626-COMFORTZONE) · Watch on YouTube

youtube_video 4Gmzu6EN71U · row 4Gmzu6EN71U

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Where the Lights Are Low

Listed as Beardfish – Where the Lights Are Low (The Void) · Watch on YouTube

youtube_video 4HXZaazLZm4 · row 4HXZaazLZm4

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Destined Solitaire

Listed as Beardfish – Destined Solitaire (Destined Solitaire) · Watch on YouTube

youtube_video 5u-H_8Uvae0 · row 5u-H_8Uvae0

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Harmony

Listed as Beardfish – Harmony (Sleeping In Traffic: Pt. 1) · Watch on YouTube

youtube_video 7RQDwVKOKvw · row 7RQDwVKOKvw

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Seventeen Again

Listed as Beardfish – Seventeen Again (The Void) · Watch on YouTube

youtube_video 8KzK6aJCAvA · row 8KzK6aJCAvA

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Roulette

Listed as Beardfish – Roulette (Sleeping In Traffic: Pt. 1) · Watch on YouTube

youtube_video ATa69KpcIak · row ATa69KpcIak

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Dark Poet

Listed as Beardfish – Dark Poet (Sleeping In Traffic: Pt. 1) · Watch on YouTube

youtube_video CbbT7oUqH3s · row CbbT7oUqH3s

LAION-DISCO-12M

Sunrise Again

Listed as Beardfish – Sunrise Again (Sleeping In Traffic: Pt. 2) · Watch on YouTube

youtube_video DGK2G82rCjI · row DGK2G82rCjI

LAION-DISCO-12M

Pop Poem

Listed as Beardfish – Pop Poem (Rokstenen, a Tribute to Swedish Progressive Rock of the 70's) · Watch on YouTube

youtube_video DHNwjFYcoMw · row DHNwjFYcoMw

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Sunrise

Listed as Beardfish – Sunrise (Sleeping In Traffic: Pt. 1) · Watch on YouTube

youtube_video DJe9MylAD1s · row DJe9MylAD1s

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Afternoon Conversation

Listed as Beardfish – Afternoon Conversation (Sleeping In Traffic: Pt. 1) · Watch on YouTube

youtube_video F8hyC7TkgmM · row F8hyC7TkgmM

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Without Saying Anything (feat. Ventriloquist)

Listed as Beardfish – Without Saying Anything (feat. Ventriloquist) (Mammoth) · Watch on YouTube

youtube_video FVi3iFcJOjE · row FVi3iFcJOjE

LAION-DISCO-12M

The Downward Spiral/Chimay

Listed as Beardfish – The Downward Spiral/Chimay (Sleeping In Traffic: Pt. 2) · Watch on YouTube

youtube_video JJy4qavYUys · row JJy4qavYUys

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As the Sun Sets

Listed as Beardfish – As the Sun Sets (Sleeping In Traffic: Pt. 2) · Watch on YouTube

youtube_video KqRZseXSf8w · row KqRZseXSf8w

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The Platform

Listed as Beardfish – The Platform (Mammoth) · Watch on YouTube

youtube_video NixXQqsC-Js · row NixXQqsC-Js

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And Never Know

Listed as Beardfish – And Never Know (Sleeping In Traffic: Pt. 1) · Watch on YouTube

youtube_video PctEh8wiIJk · row PctEh8wiIJk

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The Stuff That Dreams Are Made Of

Listed as Beardfish – The Stuff That Dreams Are Made Of (Destined Solitaire) · Watch on YouTube

youtube_video PrfwNIhpFvw · row PrfwNIhpFvw

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Abigails Questions (In an Infinite Universe)

Listed as Beardfish – Abigails Questions (In an Infinite Universe) (Destined Solitaire) · Watch on YouTube

youtube_video QlZkFW1A4aI · row QlZkFW1A4aI

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Turn to Gravel

Listed as Beardfish – Turn to Gravel (The Void) · Watch on YouTube

youtube_video R9PPLWdznIw · row R9PPLWdznIw

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Where the Rain Comes In

Listed as Beardfish – Where the Rain Comes In (Destined Solitaire) · Watch on YouTube

youtube_video RHGHJldRGzg · row RHGHJldRGzg

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This Matter of Mine

Listed as Beardfish – This Matter of Mine (The Void) · Watch on YouTube

youtube_video TLmouRU6Xck · row TLmouRU6Xck

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Green Waves

Listed as Beardfish – Green Waves (Mammoth) · Watch on YouTube

youtube_video WZVRjFPv9p4 · row WZVRjFPv9p4

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In Real Life There is No Algebra

Listed as Beardfish – In Real Life There is No Algebra (Destined Solitaire) · Watch on YouTube

youtube_video aW-t24A-RM0 · row aW-t24A-RM0

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He Already Lives in You

Listed as Beardfish – He Already Lives in You (The Void) · Watch on YouTube

youtube_video fAj3ipSFuJU · row fAj3ipSFuJU

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Daughter / Whore

Listed as Beardfish – Daughter / Whore (+4626-COMFORTZONE) · Watch on YouTube

youtube_video fluAh9YIv88 · row fluAh9YIv88

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The One inside Part Two - My Companion through Life

Listed as Beardfish – The One inside Part Two - My Companion through Life (+4626-COMFORTZONE) · Watch on YouTube

youtube_video g7JzUQIxAG4 · row g7JzUQIxAG4

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Same Old Song (Sunset)

Listed as Beardfish – Same Old Song (Sunset) (Sleeping In Traffic: Pt. 1) · Watch on YouTube

youtube_video h50lCN3OlXE · row h50lCN3OlXE

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The One inside Part One - Noise in the Background

Listed as Beardfish – The One inside Part One - Noise in the Background (+4626-COMFORTZONE) · Watch on YouTube

youtube_video hDTerOmokU4 · row hDTerOmokU4

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King

Listed as Beardfish – King (+4626-COMFORTZONE) · Watch on YouTube

youtube_video js0nfKTURKo · row js0nfKTURKo

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The Ungodly Slob

Listed as Beardfish – The Ungodly Slob (Sleeping In Traffic: Pt. 1) · Watch on YouTube

youtube_video kBQFv633Y14 · row kBQFv633Y14

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Without You

Listed as Beardfish – Without You (Sleeping In Traffic: Pt. 1) · Watch on YouTube

youtube_video l8jpqYBMpcE · row l8jpqYBMpcE

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Comfort Zone

Listed as Beardfish – Comfort Zone (+4626-COMFORTZONE) · Watch on YouTube

youtube_video mQ4aFfI_tg4 · row mQ4aFfI_tg4

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The Hunter

Listed as Beardfish – The Hunter (Sleeping In Traffic: Pt. 2) · Watch on YouTube

youtube_video o8ar1MOIvUY · row o8ar1MOIvUY

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Outside / Inside

Listed as Beardfish – Outside / Inside (Mammoth) · Watch on YouTube

youtube_video oMlT39Ihl9s · row oMlT39Ihl9s

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...On the Verge of Sanity

Listed as Beardfish – ...On the Verge of Sanity (Sleeping In Traffic: Pt. 1) · Watch on YouTube

youtube_video q4L6fe5v8_Y · row q4L6fe5v8_Y

LAION-DISCO-12M

Into the Night

Listed as Beardfish – Into the Night (Sleeping In Traffic: Pt. 2) · Watch on YouTube

youtube_video sGwK5dl6pB8 · row sGwK5dl6pB8

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They Whisper

Listed as Beardfish – They Whisper (The Void) · Watch on YouTube

youtube_video t3K_6a9BzcI · row t3K_6a9BzcI

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The One inside Part Three - Relief

Listed as Beardfish – The One inside Part Three - Relief (+4626-COMFORTZONE) · Watch on YouTube

youtube_video tWNpBzk13xQ · row tWNpBzk13xQ

LAION-DISCO-12M

Ludvig & Sverker

Listed as Beardfish – Ludvig & Sverker (The Void) · Watch on YouTube

youtube_video uCBZTts4ddE · row uCBZTts4ddE

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Hold On

Listed as Beardfish – Hold On (+4626-COMFORTZONE) · Watch on YouTube

youtube_video w5QMN0Fh0Cc · row w5QMN0Fh0Cc

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Tightrope

Listed as Beardfish – Tightrope (Mammoth) · Watch on YouTube

youtube_video wxL1hEzRLGo · row wxL1hEzRLGo

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Cashflow

Listed as Beardfish – Cashflow (Sleeping In Traffic: Pt. 2) · Watch on YouTube

youtube_video x0dT7dyfOJ8 · row x0dT7dyfOJ8

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Coup de Grâce

Listed as Beardfish – Coup de Grâce (Destined Solitaire) · Watch on YouTube

youtube_video z2sajFIO69I · row z2sajFIO69I

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Year of the Knife

Listed as Beardfish – Year of the Knife (Sleeping In Traffic: Pt. 1) · Watch on YouTube

youtube_video zcGG16lc6H4 · row zcGG16lc6H4

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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.