Yes. Disturbed has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Inside the Fire, Sons of Plunder, Land of Confusion

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Inside the Fire

Listed as Disturbed – Inside the Fire (Indestructible (Deluxe Edition)) · Watch on YouTube

youtube_video 2Q1SxzEBhnc · row 2Q1SxzEBhnc

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Sons of Plunder

Listed as Disturbed – Sons of Plunder (Ten Thousand Fists) · Watch on YouTube

youtube_video 3Kc4y1fnCBY · row 3Kc4y1fnCBY

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Land of Confusion

Listed as Disturbed – Land of Confusion (Ten Thousand Fists) · Watch on YouTube

youtube_video 3wtqy_dKDVM · row 3wtqy_dKDVM

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Don't Tell Me (feat. Ann Wilson)

Listed as Disturbed – Don't Tell Me (feat. Ann Wilson) (Divisive) · Watch on YouTube

youtube_video 3xpv_MIfucg · row 3xpv_MIfucg

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Stupify

Listed as Disturbed – Stupify (The Sickness) · Watch on YouTube

youtube_video 40-rIasIdL8 · row 40-rIasIdL8

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Immortalized

Listed as Disturbed – Immortalized (Immortalized (Deluxe Edition)) · Watch on YouTube

youtube_video 4C0uBn4rj0I · row 4C0uBn4rj0I

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No More

Listed as Disturbed – No More (Evolution) · Watch on YouTube

youtube_video 6tsW4ik73ac · row 6tsW4ik73ac

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Hey You

Listed as Disturbed – Hey You (Divisive) · Watch on YouTube

youtube_video 8E9TUT0f8UY · row 8E9TUT0f8UY

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Open Your Eyes

Listed as Disturbed – Open Your Eyes (Immortalized (Deluxe Edition)) · Watch on YouTube

youtube_video Bq_VexJUWNI · row Bq_VexJUWNI

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Dead Inside

Listed as Disturbed, Nita Strauss, David Draiman – Dead Inside (Dead Inside) · Watch on YouTube

youtube_video HmymlhQcEow · row HmymlhQcEow

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Down with the Sickness

Listed as Disturbed – Down with the Sickness (The Sickness) · Watch on YouTube

youtube_video JKmmGegan64 · row JKmmGegan64

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Violence Fetish

Listed as Disturbed – Violence Fetish (The Sickness) · Watch on YouTube

youtube_video J_Ahb9Oq9qw · row J_Ahb9Oq9qw

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What Are You Waiting For

Listed as Disturbed – What Are You Waiting For (Immortalized (Deluxe Edition)) · Watch on YouTube

youtube_video Ll5o2rS-fT0 · row Ll5o2rS-fT0

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Are You Ready

Listed as Disturbed – Are You Ready (Evolution) · Watch on YouTube

youtube_video N5U8O81jtAg · row N5U8O81jtAg

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Remember

Listed as Disturbed – Remember (Believe) · Watch on YouTube

youtube_video NOtZguxf0uo · row NOtZguxf0uo

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The Vengeful One

Listed as Disturbed – The Vengeful One (Immortalized (Deluxe Edition)) · Watch on YouTube

youtube_video O_ItSLCZWb0 · row O_ItSLCZWb0

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Ten Thousand Fists

Listed as Disturbed – Ten Thousand Fists (Ten Thousand Fists) · Watch on YouTube

youtube_video OuK4OcMUGcg · row OuK4OcMUGcg

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Asylum

Listed as Disturbed – Asylum (Asylum (Deluxe Edition)) · Watch on YouTube

youtube_video OzQiidY4agg · row OzQiidY4agg

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The Night

Listed as Disturbed – The Night (Indestructible (Deluxe Edition)) · Watch on YouTube

youtube_video QPG-NZr3ilk · row QPG-NZr3ilk

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The Animal

Listed as Disturbed – The Animal (Asylum (Deluxe Edition)) · Watch on YouTube

youtube_video UC7zPxM0iWU · row UC7zPxM0iWU

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A Reason to Fight

Listed as Disturbed – A Reason to Fight (Evolution) · Watch on YouTube

youtube_video Ur9J4ASj6ag · row Ur9J4ASj6ag

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Bad Man (Kordhell Remix)

Listed as Disturbed – Bad Man (Kordhell Remix) (Bad Man (Remix)) · Watch on YouTube

youtube_video VIENWaKHhcE · row VIENWaKHhcE

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Stricken

Listed as Disturbed – Stricken (Ten Thousand Fists) · Watch on YouTube

youtube_video VVLAnjtpXeM · row VVLAnjtpXeM

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Decadence

Listed as Disturbed – Decadence (Ten Thousand Fists) · Watch on YouTube

youtube_video WVggAoXfBc4 · row WVggAoXfBc4

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Perfect Insanity

Listed as Disturbed – Perfect Insanity (Indestructible (Deluxe Edition)) · Watch on YouTube

youtube_video WYJGevYt_L8 · row WYJGevYt_L8

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Monster

Listed as Disturbed – Monster (The Lost Children) · Watch on YouTube

youtube_video Y4pQwp9C_SU · row Y4pQwp9C_SU

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Hold on to Memories

Listed as Disturbed – Hold on to Memories (Evolution) · Watch on YouTube

youtube_video _UNLmxA-giI · row _UNLmxA-giI

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The Sound of Silence

Listed as Disturbed – The Sound of Silence (Immortalized (Deluxe Edition)) · Watch on YouTube

youtube_video _gRsZqSNvKU · row _gRsZqSNvKU

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The Game

Listed as Disturbed – The Game (The Sickness) · Watch on YouTube

youtube_video bF5JEuAQgTM · row bF5JEuAQgTM

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Feeding the Fire

Listed as Disturbed – Feeding the Fire (Divisive) · Watch on YouTube

youtube_video bUETwXynXUU · row bUETwXynXUU

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Prayer

Listed as Disturbed – Prayer (Believe) · Watch on YouTube

youtube_video cIAp-ehzmxI · row cIAp-ehzmxI

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Hell

Listed as Disturbed – Hell (The Lost Children) · Watch on YouTube

youtube_video dYFixaUuadA · row dYFixaUuadA

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Voices

Listed as Disturbed – Voices (The Sickness) · Watch on YouTube

youtube_video dZxIG3Aop_U · row dZxIG3Aop_U

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Who Taught You How to Hate

Listed as Disturbed – Who Taught You How to Hate (Immortalized (Deluxe Edition)) · Watch on YouTube

youtube_video eDtO91aGSiY · row eDtO91aGSiY

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Legion of Monsters

Listed as Disturbed – Legion of Monsters (Immortalized (Deluxe Edition)) · Watch on YouTube

youtube_video fWgI8NuEXik · row fWgI8NuEXik

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I'm Alive

Listed as Disturbed – I'm Alive (Ten Thousand Fists) · Watch on YouTube

youtube_video gqlbDMLBArs · row gqlbDMLBArs

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The Light

Listed as Disturbed – The Light (Immortalized (Deluxe Edition)) · Watch on YouTube

youtube_video gwzDPVTRklQ · row gwzDPVTRklQ

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Liberate

Listed as Disturbed – Liberate (Believe) · Watch on YouTube

youtube_video hf__HuNwHGU · row hf__HuNwHGU

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Unstoppable

Listed as Disturbed – Unstoppable (Divisive) · Watch on YouTube

youtube_video htUtpfPYrNE · row htUtpfPYrNE

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Part of Me

Listed as Disturbed – Part of Me (Divisive) · Watch on YouTube

youtube_video iIBj2f3432o · row iIBj2f3432o

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Haunted

Listed as Disturbed – Haunted (Indestructible (Deluxe Edition)) · Watch on YouTube

youtube_video i_67QCGGt5o · row i_67QCGGt5o

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The Sound of Silence (CYRIL Remix)

Listed as Disturbed – The Sound of Silence (CYRIL Remix) (The Sound of Silence (CYRIL Remix)) · Watch on YouTube

youtube_video jwptCxZI6y4 · row jwptCxZI6y4

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Another Way to Die

Listed as Disturbed – Another Way to Die (Asylum) · Watch on YouTube

youtube_video k9F743cT760 · row k9F743cT760

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Warrior

Listed as Disturbed – Warrior (Asylum (Deluxe Edition)) · Watch on YouTube

youtube_video kWdy2XFZvKM · row kWdy2XFZvKM

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Indestructible

Listed as Disturbed – Indestructible (Indestructible (Deluxe Edition)) · Watch on YouTube

youtube_video kjRWG0tKD4A · row kjRWG0tKD4A

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Bad Man

Listed as Disturbed – Bad Man (Divisive) · Watch on YouTube

youtube_video kqpVeKwpZSA · row kqpVeKwpZSA

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Shout 2000

Listed as Disturbed – Shout 2000 (The Sickness) · Watch on YouTube

youtube_video qJwMPizINhY · row qJwMPizINhY

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Criminal

Listed as Disturbed – Criminal (Indestructible (Deluxe Edition)) · Watch on YouTube

youtube_video tu49Fv9o_JQ · row tu49Fv9o_JQ

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Meaning of Life

Listed as Disturbed – Meaning of Life (The Sickness) · Watch on YouTube

youtube_video xj4VQpXKk7I · row xj4VQpXKk7I

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Divisive

Listed as Disturbed – Divisive (Divisive) · Watch on YouTube

youtube_video yECMX9QfKtE · row yECMX9QfKtE

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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.