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 Narrative Of Soul Against Soul, Perfect Fit, Kill Caustic (Live At Long Beach Arena / 2006)

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.

Narrative Of Soul Against Soul

Listed as AFI – Narrative Of Soul Against Soul (Black Sails In The Sunset) · Watch on YouTube

youtube_video -0lIa6GpvzY · row -0lIa6GpvzY

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Perfect Fit

Listed as AFI – Perfect Fit (Very Proud of Ya) · Watch on YouTube

youtube_video -4oeidtqHMw · row -4oeidtqHMw

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Kill Caustic (Live At Long Beach Arena / 2006)

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

youtube_video -r2NiCBtUI0 · row -r2NiCBtUI0

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Okay, I Feel Better Now

Listed as AFI – Okay, I Feel Better Now (Crash Love) · Watch on YouTube

youtube_video 1IBF01Wh14o · row 1IBF01Wh14o

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The Conductor

Listed as AFI – The Conductor (Burials) · Watch on YouTube

youtube_video 2K3McFa7LRU · row 2K3McFa7LRU

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The Embrace

Listed as AFI – The Embrace (Burials) · Watch on YouTube

youtube_video 3FkrYJadhek · row 3FkrYJadhek

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This Time Imperfect (Live At Long Beach Arena / 2006)

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

youtube_video 3xinG8z8sa8 · row 3xinG8z8sa8

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No Poetic Device

Listed as AFI – No Poetic Device (Black Sails In The Sunset) · Watch on YouTube

youtube_video 6nmb1tFhxc0 · row 6nmb1tFhxc0

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The Days Of The Phoenix (Live At Long Beach Arena / 2006)

Listed as AFI – The Days Of The Phoenix (Live At Long Beach Arena / 2006) (I Heard A Voice) · Watch on YouTube

youtube_video 73zrqUJWtgk · row 73zrqUJWtgk

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Caught

Listed as AFI – Caught (Caught) · Watch on YouTube

youtube_video 7B1ss8dCwlQ · row 7B1ss8dCwlQ

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Weathered Tome

Listed as AFI – Weathered Tome (Black Sails In The Sunset) · Watch on YouTube

youtube_video 9ViBXP9iDdY · row 9ViBXP9iDdY

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6 To 8

Listed as AFI – 6 To 8 (The Art Of Drowning) · Watch on YouTube

youtube_video AIUB8VSyBuI · row AIUB8VSyBuI

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Too Shy To Scream

Listed as AFI – Too Shy To Scream (Crash Love) · Watch on YouTube

youtube_video BcG5GnNuF5c · row BcG5GnNuF5c

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Darling, I Want To Destroy You

Listed as AFI – Darling, I Want To Destroy You (Crash Love) · Watch on YouTube

youtube_video CBNnz79Cp3g · row CBNnz79Cp3g

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Morningstar

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

youtube_video DO2LuJBnCj4 · row DO2LuJBnCj4

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Bleed Black (Live At Long Beach Arena / 2006)

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

youtube_video DVsFAFxCjDQ · row DVsFAFxCjDQ

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Torch Song

Listed as AFI – Torch Song (Crash Love) · Watch on YouTube

youtube_video EoPjIfgyMjw · row EoPjIfgyMjw

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A Winter's Tale

Listed as AFI – A Winter's Tale (AFI) · Watch on YouTube

youtube_video GcnyyV8dZvA · row GcnyyV8dZvA

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Clove Smoke Catharsis

Listed as AFI – Clove Smoke Catharsis (Black Sails In The Sunset) · Watch on YouTube

youtube_video HooMvZMobR8 · row HooMvZMobR8

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File 13

Listed as AFI – File 13 (Very Proud of Ya) · Watch on YouTube

youtube_video IrUMKW53WeM · row IrUMKW53WeM

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God Called In Sick Today (Live At Long Beach Arena / 2006)

Listed as AFI – God Called In Sick Today (Live At Long Beach Arena / 2006) (I Heard A Voice) · Watch on YouTube

youtube_video IvztM9g0h0o · row IvztM9g0h0o

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Death Of Seasons (Live At Long Beach Arena / 2006)

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

youtube_video JAL10tChGXM · row JAL10tChGXM

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Totalimmortal (Live At Long Beach Arena / 2006)

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

youtube_video Kehfh7OEdMs · row Kehfh7OEdMs

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This Secret Ninja

Listed as AFI – This Secret Ninja (Very Proud of Ya) · Watch on YouTube

youtube_video LuRG15dRZ8Q · row LuRG15dRZ8Q

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Summer Shudder (Live At Long Beach Arena / 2006)

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

youtube_video MIIO3PfMM2g · row MIIO3PfMM2g

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Sacrilege

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

youtube_video MztMsemtqVg · row MztMsemtqVg

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Endlessly, She Said (Live At Long Beach Arena / 2006)

Listed as AFI – Endlessly, She Said (Live At Long Beach Arena / 2006) (I Heard A Voice) · Watch on YouTube

youtube_video NXmrLmhWexo · row NXmrLmhWexo

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At A Glance

Listed as AFI – At A Glance (Black Sails In The Sunset) · Watch on YouTube

youtube_video P-Fsj-IjH8c · row P-Fsj-IjH8c

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Smile

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

youtube_video PpW92WLOuyM · row PpW92WLOuyM

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Dulcería

Listed as AFI – Dulcería (Bodies) · Watch on YouTube

youtube_video RcRyYepbvBo · row RcRyYepbvBo

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The Despair Factor

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

youtube_video SmjG6p8LN4o · row SmjG6p8LN4o

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The Leaving Song Pt. II (Live At Long Beach Arena / 2006)

Listed as AFI – The Leaving Song Pt. II (Live At Long Beach Arena / 2006) (I Heard A Voice) · Watch on YouTube

youtube_video U6QIHIb0pRc · row U6QIHIb0pRc

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A Story At Three

Listed as AFI – A Story At Three (The Art Of Drowning) · Watch on YouTube

youtube_video V_4vQKoAflA · row V_4vQKoAflA

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Strength Through Wounding

Listed as AFI – Strength Through Wounding (Black Sails In The Sunset) · Watch on YouTube

youtube_video W-Kc0Pmd5CE · row W-Kc0Pmd5CE

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Hidden Knives

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

youtube_video XNl8o5_bH0w · row XNl8o5_bH0w

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I Wanna Get A Mohawk (But Mom Won't Let Me Get One)

Listed as AFI – I Wanna Get A Mohawk (But Mom Won't Let Me Get One) (Answer That And Stay Fashionable) · Watch on YouTube

youtube_video YDG94dcCFw4 · row YDG94dcCFw4

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God Called In Sick Today

Listed as AFI – God Called In Sick Today (Black Sails In The Sunset) · Watch on YouTube

youtube_video _s3SH-9U5cY · row _s3SH-9U5cY

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The Nephilim

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

youtube_video b8-_bguja2U · row b8-_bguja2U

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Porphyria

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

youtube_video eflYNtkJddo · row eflYNtkJddo

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Initiation

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

youtube_video gOP3lwY9fv0 · row gOP3lwY9fv0

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Exsanguination

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

youtube_video itJ6ffQC09I · row itJ6ffQC09I

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Silver And Cold (Live At Long Beach Arena / 2006)

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

youtube_video jgxHoYIiDyA · row jgxHoYIiDyA

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Veronica Sawyer Smokes

Listed as AFI – Veronica Sawyer Smokes (Crash Love) · Watch on YouTube

youtube_video sILqBRw_C1o · row sILqBRw_C1o

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Twisted Tongues

Listed as AFI – Twisted Tongues (Bodies) · Watch on YouTube

youtube_video sbVCNfKWdFQ · row sbVCNfKWdFQ

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Love Like Winter (Live At Long Beach Arena / 2006)

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

youtube_video tLubDbTk0ps · row tLubDbTk0ps

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A Single Second

Listed as AFI – A Single Second (AFI) · Watch on YouTube

youtube_video u4-DbBJg4pU · row u4-DbBJg4pU

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White Offerings

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

youtube_video vH0YCBa3ZT8 · row vH0YCBa3ZT8

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Sacrifice Theory

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

youtube_video vxF4jE0TNvE · row vxF4jE0TNvE

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Escape from Los Angeles

Listed as AFI – Escape from Los Angeles (Bodies) · Watch on YouTube

youtube_video ygDNKrxH12M · row ygDNKrxH12M

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Catch A Hot One

Listed as AFI – Catch A Hot One (The Art Of Drowning) · Watch on YouTube

youtube_video ywKIYVDhGjI · row ywKIYVDhGjI

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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.