Yes. AFI 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 End Transmission, The Killing Lights, He Who Laughs Last...

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.

End Transmission

Listed as AFI – End Transmission (Crash Love) · Watch on YouTube

youtube_video -egHmEF3X0Q · row -egHmEF3X0Q

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The Killing Lights

Listed as AFI – The Killing Lights (DECEMBERUNDERGROUND) · Watch on YouTube

youtube_video 3KidSFH6aV4 · row 3KidSFH6aV4

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He Who Laughs Last...

Listed as AFI – He Who Laughs Last... (Very Proud of Ya) · Watch on YouTube

youtube_video 3ZVatYqVmrw · row 3ZVatYqVmrw

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Girl's Not Grey (Live At Long Beach Arena / 2006)

Listed as AFI – Girl's Not Grey (Live At Long Beach Arena / 2006) (I Heard A Voice) · Watch on YouTube

youtube_video 5WI8HOGt6gs · row 5WI8HOGt6gs

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Miseria Cantare - The Beginning

Listed as AFI – Miseria Cantare - The Beginning (Sing The Sorrow) · Watch on YouTube

youtube_video 9EcMH1FTOx0 · row 9EcMH1FTOx0

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Third Season

Listed as AFI – Third Season (AFI) · Watch on YouTube

youtube_video 9IoNoiszn-o · row 9IoNoiszn-o

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The Great Disappointment

Listed as AFI – The Great Disappointment (Sing The Sorrow) · Watch on YouTube

youtube_video 9UJKIZ0VH6Y · row 9UJKIZ0VH6Y

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Death Of Seasons

Listed as AFI – Death Of Seasons (Sing The Sorrow) · Watch on YouTube

youtube_video 9z1DUXCj398 · row 9z1DUXCj398

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Ever And A Day

Listed as AFI – Ever And A Day (The Art Of Drowning) · Watch on YouTube

youtube_video AL_lQ9YJt2E · row AL_lQ9YJt2E

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Aurelia

Listed as AFI – Aurelia (AFI (The Blood Album)) · Watch on YouTube

youtube_video ASBHT7mj1qs · row ASBHT7mj1qs

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37mm

Listed as AFI – 37mm (DECEMBERUNDERGROUND) · Watch on YouTube

youtube_video DBJkPYoSu5A · row DBJkPYoSu5A

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Snow Cats

Listed as AFI – Snow Cats (AFI (The Blood Album)) · Watch on YouTube

youtube_video DIX93cuU35g · row DIX93cuU35g

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I Hope You Suffer

Listed as AFI – I Hope You Suffer (Burials) · Watch on YouTube

youtube_video FtpP3SF-X0w · row FtpP3SF-X0w

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This Time Imperfect

Listed as AFI – This Time Imperfect (Sing The Sorrow) · Watch on YouTube

youtube_video GJVBA0ZG9hg · row GJVBA0ZG9hg

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The Missing Frame

Listed as AFI – The Missing Frame (DECEMBERUNDERGROUND) · Watch on YouTube

youtube_video HsLOgwUFrAA · row HsLOgwUFrAA

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A Deep Slow Panic

Listed as AFI – A Deep Slow Panic (Burials) · Watch on YouTube

youtube_video ITXrppCKo8A · row ITXrppCKo8A

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Affliction

Listed as AFI – Affliction (DECEMBERUNDERGROUND) · Watch on YouTube

youtube_video Jd8ipNTtrwY · row Jd8ipNTtrwY

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Love Like Winter

Listed as AFI – Love Like Winter (DECEMBERUNDERGROUND) · Watch on YouTube

youtube_video KODaV-JJaDw · row KODaV-JJaDw

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Halloween

Listed as AFI – Halloween (All Hallows EP) · Watch on YouTube

youtube_video L1v7KmK5xpM · row L1v7KmK5xpM

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...but home is nowhere

Listed as AFI – ...but home is nowhere (Sing The Sorrow) · Watch on YouTube

youtube_video L41nfUnTkxM · row L41nfUnTkxM

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God Called In Sick Today

Listed as AFI – God Called In Sick Today (AFI) · Watch on YouTube

youtube_video N10uIfcnaYg · row N10uIfcnaYg

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Kill Caustic

Listed as AFI – Kill Caustic (DECEMBERUNDERGROUND) · Watch on YouTube

youtube_video NdwM8yRAm2I · row NdwM8yRAm2I

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Kiss and Control

Listed as AFI – Kiss and Control (DECEMBERUNDERGROUND) · Watch on YouTube

youtube_video WKvuMfcHax0 · row WKvuMfcHax0

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Medicate

Listed as AFI – Medicate (Crash Love (Deluxe)) · Watch on YouTube

youtube_video X5NbZ2iwwTQ · row X5NbZ2iwwTQ

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Malleus Maleficarum

Listed as AFI – Malleus Maleficarum (Black Sails In The Sunset) · Watch on YouTube

youtube_video XKl7tuORiW0 · row XKl7tuORiW0

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Endlessly, She Said

Listed as AFI – Endlessly, She Said (DECEMBERUNDERGROUND) · Watch on YouTube

youtube_video _-h_khKeJB0 · row _-h_khKeJB0

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Miss Murder (Live At Long Beach Arena / 2006)

Listed as AFI – Miss Murder (Live At Long Beach Arena / 2006) (I Heard A Voice) · Watch on YouTube

youtube_video _GNi2W86Kg4 · row _GNi2W86Kg4

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Miss Murder

Listed as AFI – Miss Murder (DECEMBERUNDERGROUND) · Watch on YouTube

youtube_video aviGAyS9TGs · row aviGAyS9TGs

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Prelude 12/21

Listed as AFI – Prelude 12/21 (DECEMBERUNDERGROUND) · Watch on YouTube

youtube_video d0Gsyr_0PpA · row d0Gsyr_0PpA

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The Leaving Song

Listed as AFI – The Leaving Song (Sing The Sorrow) · Watch on YouTube

youtube_video duyDohk68aA · row duyDohk68aA

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The Last Kiss

Listed as AFI – The Last Kiss (Black Sails In The Sunset) · Watch on YouTube

youtube_video e0TIZDtKBvs · row e0TIZDtKBvs

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Beautiful Thieves

Listed as AFI – Beautiful Thieves (Crash Love) · Watch on YouTube

youtube_video g9tLla6y3ow · row g9tLla6y3ow

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Totalimmortal

Listed as AFI – Totalimmortal (All Hallows EP) · Watch on YouTube

youtube_video gNHIQKcyzhA · row gNHIQKcyzhA

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17 Crimes

Listed as AFI – 17 Crimes (Burials) · Watch on YouTube

youtube_video giyaJ2oGGdY · row giyaJ2oGGdY

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The Interview

Listed as AFI – The Interview (DECEMBERUNDERGROUND) · Watch on YouTube

youtube_video imGlDkZXrUU · row imGlDkZXrUU

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Of Greetings And Goodbyes

Listed as AFI – Of Greetings And Goodbyes (The Art Of Drowning) · Watch on YouTube

youtube_video jD388er5xe8 · row jD388er5xe8

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Dancing Through Sunday

Listed as AFI – Dancing Through Sunday (Sing The Sorrow) · Watch on YouTube

youtube_video jc7d1gWfM1A · row jc7d1gWfM1A

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Girl's Not Grey

Listed as AFI – Girl's Not Grey (Sing The Sorrow) · Watch on YouTube

youtube_video kV7VNlKfFag · row kV7VNlKfFag

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Silver And Cold

Listed as AFI – Silver And Cold (Sing The Sorrow) · Watch on YouTube

youtube_video loQlJ2cFA6I · row loQlJ2cFA6I

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The Days Of The Phoenix

Listed as AFI – The Days Of The Phoenix (The Art Of Drowning) · Watch on YouTube

youtube_video lt5XSRV4GPI · row lt5XSRV4GPI

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Bleed Black

Listed as AFI – Bleed Black (Sing The Sorrow) · Watch on YouTube

youtube_video mYyNe5HfqVI · row mYyNe5HfqVI

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The Lost Souls

Listed as AFI – The Lost Souls (The Art Of Drowning) · Watch on YouTube

youtube_video tCeij8Logoo · row tCeij8Logoo

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The Prayer Position

Listed as AFI – The Prayer Position (Black Sails In The Sunset) · Watch on YouTube

youtube_video uoXbCKUULNM · row uoXbCKUULNM

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Summer Shudder

Listed as AFI – Summer Shudder (DECEMBERUNDERGROUND) · Watch on YouTube

youtube_video vEVabFtMNow · row vEVabFtMNow

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This Celluloid Dream

Listed as AFI – This Celluloid Dream (Sing The Sorrow) · Watch on YouTube

youtube_video vVZKbIOJIJw · row vVZKbIOJIJw

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Wester

Listed as AFI – Wester (The Art Of Drowning) · Watch on YouTube

youtube_video vfE1AJce1SE · row vfE1AJce1SE

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The Leaving Song Pt. II

Listed as AFI – The Leaving Song Pt. II (Sing The Sorrow) · Watch on YouTube

youtube_video vm2yOr4cw5I · row vm2yOr4cw5I

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Fall Children

Listed as AFI – Fall Children (All Hallows EP) · Watch on YouTube

youtube_video xnepaxFRR3c · row xnepaxFRR3c

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The Boy Who Destroyed The World

Listed as AFI – The Boy Who Destroyed The World (All Hallows EP) · Watch on YouTube

youtube_video yFA7c7uK5Ks · row yFA7c7uK5Ks

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Paper Airplanes (Makeshift Wings)

Listed as AFI – Paper Airplanes (Makeshift Wings) (Sing The Sorrow) · Watch on YouTube

youtube_video zjy8-5f7DQ4 · row zjy8-5f7DQ4

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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.