Yes. Papa Roach has 156 songs listed in a dataset used to train AI music models.

Used for training 156

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 Come Around, No Apologies, Swerve (Rockzilla Remix)

Listed under the artist name 156 songs in LAION-DISCO-12M

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

Come Around

Listed as Papa Roach – Come Around (Who Do You Trust?) · Watch on YouTube

youtube_video -xx9uDMxEK8 · row -xx9uDMxEK8

LAION-DISCO-12M

No Apologies

Listed as Papa Roach – No Apologies (Ego Trip) · Watch on YouTube

youtube_video 0lqqkGPa6to · row 0lqqkGPa6to

LAION-DISCO-12M

Swerve (Rockzilla Remix)

Listed as Papa Roach, Hollywood Undead – Swerve (Rockzilla Remix) (Swerve (Rockzilla Remix)) · Watch on YouTube

youtube_video 0veV3zZqof4 · row 0veV3zZqof4

LAION-DISCO-12M

Swerve (feat. FEVER 333 & Sueco)

Listed as Papa Roach – Swerve (feat. FEVER 333 & Sueco) (Ego Trip) · Watch on YouTube

youtube_video 17aIyVIVfGA · row 17aIyVIVfGA

LAION-DISCO-12M

American Dreams

Listed as Papa Roach – American Dreams (Crooked Teeth (Deluxe)) · Watch on YouTube

youtube_video 1DT22WiWb-0 · row 1DT22WiWb-0

LAION-DISCO-12M

Help

Listed as Papa Roach – Help (Crooked Teeth (Deluxe)) · Watch on YouTube

youtube_video 2s23HJtqcAI · row 2s23HJtqcAI

LAION-DISCO-12M

Not Listening

Listed as Papa Roach – Not Listening (Getting Away With Murder) · Watch on YouTube

youtube_video 3ISnAiuc6C8 · row 3ISnAiuc6C8

LAION-DISCO-12M

Scars

Listed as Papa Roach – Scars (Scars) · Watch on YouTube

youtube_video 3jDT-oZcSxQ · row 3jDT-oZcSxQ

LAION-DISCO-12M

Hollywood Whore

Listed as Papa Roach – Hollywood Whore (Metamorphosis) · Watch on YouTube

youtube_video 3uix2zVi9wY · row 3uix2zVi9wY

LAION-DISCO-12M

No Matter What

Listed as Papa Roach – No Matter What (Time For Annihilation: On the Record & On the Road) · Watch on YouTube

youtube_video 58Hb635ZF4E · row 58Hb635ZF4E

LAION-DISCO-12M

Burn

Listed as Papa Roach – Burn (Time For Annihilation: On the Record & On the Road) · Watch on YouTube

youtube_video 7KKCQQ25z7c · row 7KKCQQ25z7c

LAION-DISCO-12M

Between Angels And Insects

Listed as Papa Roach – Between Angels And Insects (Infest) · Watch on YouTube

youtube_video 8-pevGcbu6E · row 8-pevGcbu6E

LAION-DISCO-12M

Getting Away With Murder

Listed as Papa Roach – Getting Away With Murder (20/20) · Watch on YouTube

youtube_video 9Ll5UkhCj94 · row 9Ll5UkhCj94

LAION-DISCO-12M

Gravity

Listed as Papa Roach – Gravity (F.E.A.R.) · Watch on YouTube

youtube_video 9TIvHvcv4Lk · row 9TIvHvcv4Lk

LAION-DISCO-12M

Still Swingin'

Listed as Papa Roach – Still Swingin' (The Connection) · Watch on YouTube

youtube_video BlcPwstpAH0 · row BlcPwstpAH0

LAION-DISCO-12M

Forever

Listed as Papa Roach – Forever (The Paramour Sessions) · Watch on YouTube

youtube_video C4I6iKDqZWw · row C4I6iKDqZWw

LAION-DISCO-12M

Leave a Light On (Talk Away The Dark)

Listed as Papa Roach – Leave a Light On (Talk Away The Dark) (Ego Trip) · Watch on YouTube

youtube_video D6HgmT2cttM · row D6HgmT2cttM

LAION-DISCO-12M

Give Me Back My Life

Listed as Papa Roach – Give Me Back My Life (The Connection) · Watch on YouTube

youtube_video DQ89j5x5jo0 · row DQ89j5x5jo0

LAION-DISCO-12M

The Ending

Listed as Papa Roach – The Ending (Who Do You Trust?) · Watch on YouTube

youtube_video EexGFXKsz-Y · row EexGFXKsz-Y

LAION-DISCO-12M

Periscope (feat. Skylar Grey) (feat. Skylar Grey)

Listed as Papa Roach – Periscope (feat. Skylar Grey) (feat. Skylar Grey) (Crooked Teeth) · Watch on YouTube

youtube_video FYdSmFgy_7E · row FYdSmFgy_7E

LAION-DISCO-12M

Scars

Listed as Papa Roach – Scars (20/20) · Watch on YouTube

youtube_video FnkECIR6LiQ · row FnkECIR6LiQ

LAION-DISCO-12M

Warriors

Listed as Papa Roach – Warriors (Warriors) · Watch on YouTube

youtube_video Mwbdu-jVVp4 · row Mwbdu-jVVp4

LAION-DISCO-12M

Broken Home

Listed as Papa Roach – Broken Home (Infest) · Watch on YouTube

youtube_video OMIVWveO1GM · row OMIVWveO1GM

LAION-DISCO-12M

Dead Cell

Listed as Papa Roach – Dead Cell (Infest) · Watch on YouTube

youtube_video Oq-vxM-1y5M · row Oq-vxM-1y5M

LAION-DISCO-12M

Core (That's Who We Are)

Listed as VIZE, Papa Roach – Core (That's Who We Are) (Core (That's Who We Are)) · Watch on YouTube

youtube_video PWJf0Swoktc · row PWJf0Swoktc

LAION-DISCO-12M

Falling Apart

Listed as Papa Roach – Falling Apart (F.E.A.R.) · Watch on YouTube

youtube_video Q1HnUBaTiQY · row Q1HnUBaTiQY

LAION-DISCO-12M

Getting Away With Murder

Listed as Papa Roach – Getting Away With Murder (Getting Away With Murder) · Watch on YouTube

youtube_video Q4APBJ1w_tQ · row Q4APBJ1w_tQ

LAION-DISCO-12M

Born For Greatness

Listed as Papa Roach – Born For Greatness (Crooked Teeth (Deluxe)) · Watch on YouTube

youtube_video QzuYoL8MIAs · row QzuYoL8MIAs

LAION-DISCO-12M

Where Did The Angels Go

Listed as Papa Roach – Where Did The Angels Go (The Connection) · Watch on YouTube

youtube_video Vv3aGC_ttuU · row Vv3aGC_ttuU

LAION-DISCO-12M

Lifeline

Listed as Papa Roach – Lifeline (Metamorphosis) · Watch on YouTube

youtube_video XMlG-4HrPl4 · row XMlG-4HrPl4

LAION-DISCO-12M

Cut The Line

Listed as Papa Roach – Cut The Line (Ego Trip) · Watch on YouTube

youtube_video YLjtDHW7RBM · row YLjtDHW7RBM

LAION-DISCO-12M

Kick In The Teeth

Listed as Papa Roach – Kick In The Teeth (Time For Annihilation: On the Record & On the Road) · Watch on YouTube

youtube_video _R92GCsMi84 · row _R92GCsMi84

LAION-DISCO-12M

Face Everything And Rise

Listed as Papa Roach – Face Everything And Rise (Face Everything And Rise) · Watch on YouTube

youtube_video _UBOXQrKwoA · row _UBOXQrKwoA

LAION-DISCO-12M

Last Resort

Listed as Papa Roach – Last Resort (20/20) · Watch on YouTube

youtube_video _vUN731Wn_s · row _vUN731Wn_s

LAION-DISCO-12M

Blood Brothers

Listed as Papa Roach – Blood Brothers (Infest) · Watch on YouTube

youtube_video b-Hm9q_WwWU · row b-Hm9q_WwWU

LAION-DISCO-12M

Last Resort (Reloaded)

Listed as Papa Roach, Jeris Johnson – Last Resort (Reloaded) (Last Resort (Reloaded)) · Watch on YouTube

youtube_video eOUC_VsAV6k · row eOUC_VsAV6k

LAION-DISCO-12M

Infest

Listed as Papa Roach – Infest (Infest) · Watch on YouTube

youtube_video fQ4EHxhtwPo · row fQ4EHxhtwPo

LAION-DISCO-12M

DOMINATION

Listed as Kayzo, Sullivan King, Papa Roach – DOMINATION (DOMINATION) · Watch on YouTube

youtube_video g2Vvvh9j0oM · row g2Vvvh9j0oM

LAION-DISCO-12M

Kill The Noise

Listed as Papa Roach – Kill The Noise (Ego Trip) · Watch on YouTube

youtube_video gl1q-Oykc1A · row gl1q-Oykc1A

LAION-DISCO-12M

Last Resort

Listed as Papa Roach – Last Resort (Infest) · Watch on YouTube

youtube_video j2R6uT7uLFg · row j2R6uT7uLFg

LAION-DISCO-12M

I Almost Told You That I Loved You

Listed as Papa Roach – I Almost Told You That I Loved You (Metamorphosis) · Watch on YouTube

youtube_video kCwu6JpgTRk · row kCwu6JpgTRk

LAION-DISCO-12M

Last Resort (The Rework)

Listed as Papa Roach, Kayzo – Last Resort (The Rework) (Last Resort (The Rework)) · Watch on YouTube

youtube_video ks0jlSmvOJU · row ks0jlSmvOJU

LAION-DISCO-12M

Stand Up

Listed as Papa Roach – Stand Up (Ego Trip) · Watch on YouTube

youtube_video obkB1RFTmA4 · row obkB1RFTmA4

LAION-DISCO-12M

Scars (Acoustic Version)

Listed as Papa Roach – Scars (Acoustic Version) (Scars) · Watch on YouTube

youtube_video pcrAcSPvK6w · row pcrAcSPvK6w

LAION-DISCO-12M

Leader of the Broken Hearts

Listed as Papa Roach – Leader of the Broken Hearts (The Connection) · Watch on YouTube

youtube_video qntBjLp3i0o · row qntBjLp3i0o

LAION-DISCO-12M

She Loves Me Not

Listed as Papa Roach – She Loves Me Not (lovehatetragedy) · Watch on YouTube

youtube_video s4Js7fOhxg4 · row s4Js7fOhxg4

LAION-DISCO-12M

Take Me

Listed as Papa Roach – Take Me (Getting Away With Murder) · Watch on YouTube

youtube_video tF8U2jFi7KY · row tF8U2jFi7KY

LAION-DISCO-12M

...To Be Loved

Listed as Papa Roach – ...To Be Loved (The Paramour Sessions) · Watch on YouTube

youtube_video uS5goWrvCkM · row uS5goWrvCkM

LAION-DISCO-12M

Leave a Light On (Talk Away The Dark) [Piano Vocal]

Listed as Papa Roach – Leave a Light On (Talk Away The Dark) [Piano Vocal] (Leave a Light On (Talk Away The Dark) (Piano Vocal)) · Watch on YouTube

youtube_video wyIpksJVoY4 · row wyIpksJVoY4

LAION-DISCO-12M

Time And Time Again

Listed as Papa Roach – Time And Time Again (lovehatetragedy) · Watch on YouTube

youtube_video zuhXNR0Mexs · row zuhXNR0Mexs

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.