Yes. Drowning Pool has 125 songs listed in a dataset used to train AI music models.

Used for training 125

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 Drowning Pool On Care Not, Drowning Pool On The Demo For I Am, Shame (Acoustic Demo Bonus Track)

Listed under the artist name 125 songs in LAION-DISCO-12M

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

Drowning Pool On Care Not

Listed as Drowning Pool – Drowning Pool On Care Not (Sinner (Unlucky 13th Anniversary Deluxe Edition / Bonus Commentary / Disc Two)) · Watch on YouTube

youtube_video 237zb_dpw_E · row 237zb_dpw_E

LAION-DISCO-12M

Drowning Pool On The Demo For I Am

Listed as Drowning Pool – Drowning Pool On The Demo For I Am (Sinner (Unlucky 13th Anniversary Deluxe Edition / Bonus Commentary / Disc Two)) · Watch on YouTube

youtube_video 2SUwiuKbejk · row 2SUwiuKbejk

LAION-DISCO-12M

Shame (Acoustic Demo Bonus Track)

Listed as Drowning Pool – Shame (Acoustic Demo Bonus Track) (Loudest Common Denominator) · Watch on YouTube

youtube_video 2bUUjlTJ4Oo · row 2bUUjlTJ4Oo

LAION-DISCO-12M

Reborn

Listed as Drowning Pool – Reborn (Loudest Common Denominator) · Watch on YouTube

youtube_video 5vEyS9l2slg · row 5vEyS9l2slg

LAION-DISCO-12M

Bodies

Listed as Drowning Pool – Bodies (Loudest Common Denominator) · Watch on YouTube

youtube_video 6nFSSaioqyY · row 6nFSSaioqyY

LAION-DISCO-12M

Drowning Pool On The Demo For Bodies

Listed as Drowning Pool – Drowning Pool On The Demo For Bodies (Sinner (Unlucky 13th Anniversary Deluxe Edition / Bonus Commentary / Disc Two)) · Watch on YouTube

youtube_video 9LZ9cp3G3CY · row 9LZ9cp3G3CY

LAION-DISCO-12M

Pity

Listed as Drowning Pool – Pity (Loudest Common Denominator) · Watch on YouTube

youtube_video 9LdHDM3lrnc · row 9LdHDM3lrnc

LAION-DISCO-12M

Drowning Pool On The Demo For Told You So

Listed as Drowning Pool – Drowning Pool On The Demo For Told You So (Sinner (Unlucky 13th Anniversary Deluxe Edition / Bonus Commentary / Disc Two)) · Watch on YouTube

youtube_video Gyzu0QW-yC8 · row Gyzu0QW-yC8

LAION-DISCO-12M

Drowning Pool On The Demo For Sermon

Listed as Drowning Pool – Drowning Pool On The Demo For Sermon (Sinner (Unlucky 13th Anniversary Deluxe Edition / Bonus Commentary / Disc Two)) · Watch on YouTube

youtube_video IpLoAPeNnws · row IpLoAPeNnws

LAION-DISCO-12M

Apathetic

Listed as Drowning Pool – Apathetic (Resilience (Deluxe)) · Watch on YouTube

youtube_video KLMjvOiLqvY · row KLMjvOiLqvY

LAION-DISCO-12M

Drowning Pool On The Demo For Follow

Listed as Drowning Pool – Drowning Pool On The Demo For Follow (Sinner (Unlucky 13th Anniversary Deluxe Edition / Bonus Commentary / Disc Two)) · Watch on YouTube

youtube_video M9ekBe95sxI · row M9ekBe95sxI

LAION-DISCO-12M

Drowning Pool On You Made Me

Listed as Drowning Pool – Drowning Pool On You Made Me (Sinner (Unlucky 13th Anniversary Deluxe Edition / Bonus Commentary / Disc Two)) · Watch on YouTube

youtube_video NVbdEziPM4c · row NVbdEziPM4c

LAION-DISCO-12M

Reminded

Listed as Drowning Pool – Reminded (Loudest Common Denominator) · Watch on YouTube

youtube_video O1qnwaTfzRI · row O1qnwaTfzRI

LAION-DISCO-12M

Drowning Pool On The Demo For Tear Away

Listed as Drowning Pool – Drowning Pool On The Demo For Tear Away (Sinner (Unlucky 13th Anniversary Deluxe Edition / Bonus Commentary / Disc Two)) · Watch on YouTube

youtube_video S4IpNc6rlRU · row S4IpNc6rlRU

LAION-DISCO-12M

Full Circle

Listed as Drowning Pool – Full Circle (Loudest Common Denominator) · Watch on YouTube

youtube_video Ut7V_roNeFs · row Ut7V_roNeFs

LAION-DISCO-12M

Follow (Demo)

Listed as Drowning Pool – Follow (Demo) (Sinner (Unlucky 13th Anniversary Deluxe Edition)) · Watch on YouTube

youtube_video VcagPwWtMfM · row VcagPwWtMfM

LAION-DISCO-12M

Drowning Pool On Break You

Listed as Drowning Pool – Drowning Pool On Break You (Sinner (Unlucky 13th Anniversary Deluxe Edition / Bonus Commentary / Disc Two)) · Watch on YouTube

youtube_video W70umjj17a0 · row W70umjj17a0

LAION-DISCO-12M

I Am (Demo)

Listed as Drowning Pool – I Am (Demo) (Sinner (Unlucky 13th Anniversary Deluxe Edition)) · Watch on YouTube

youtube_video WHH5OfsAkL0 · row WHH5OfsAkL0

LAION-DISCO-12M

Soldiers

Listed as Drowning Pool – Soldiers (Loudest Common Denominator) · Watch on YouTube

youtube_video dX9Cd_RlAmY · row dX9Cd_RlAmY

LAION-DISCO-12M

Shame

Listed as Drowning Pool – Shame (Loudest Common Denominator) · Watch on YouTube

youtube_video gh_WE0TtfRc · row gh_WE0TtfRc

LAION-DISCO-12M

Drowning Pool On Mask

Listed as Drowning Pool – Drowning Pool On Mask (Sinner (Unlucky 13th Anniversary Deluxe Edition / Bonus Commentary / Disc Two)) · Watch on YouTube

youtube_video lfadTvG5F38 · row lfadTvG5F38

LAION-DISCO-12M

Drowning Pool On Less Than Zero

Listed as Drowning Pool – Drowning Pool On Less Than Zero (Sinner (Unlucky 13th Anniversary Deluxe Edition / Bonus Commentary / Disc Two)) · Watch on YouTube

youtube_video nwQk6mBUieQ · row nwQk6mBUieQ

LAION-DISCO-12M

Drowning Pool On Soul

Listed as Drowning Pool – Drowning Pool On Soul (Sinner (Unlucky 13th Anniversary Deluxe Edition / Bonus Commentary / Disc Two)) · Watch on YouTube

youtube_video oW9u77JICms · row oW9u77JICms

LAION-DISCO-12M

Black Baghdad

Listed as Drowning Pool – Black Baghdad (The Fundamental Hymnal 1989) · Watch on YouTube

youtube_video odzVngNbCEs · row odzVngNbCEs

LAION-DISCO-12M

Drowning Pool On Heroes Sleeping

Listed as Drowning Pool – Drowning Pool On Heroes Sleeping (Sinner (Unlucky 13th Anniversary Deluxe Edition / Bonus Commentary / Disc Two)) · Watch on YouTube

youtube_video rsTCOHvpYlA · row rsTCOHvpYlA

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.