Yes. Wavves has 116 songs listed in a dataset used to train AI music models.

Used for training 116

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 Summer Goth, Spaced Raider, So Glad It's Christmas

Listed under the artist name 116 songs in LAION-DISCO-12M

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

Summer Goth

Listed as Wavves – Summer Goth (Rhapsody Originals: Wavves) · Watch on YouTube

youtube_video 0xgUB1x7TTw · row 0xgUB1x7TTw

LAION-DISCO-12M

Spaced Raider

Listed as Wavves – Spaced Raider (Wavves) · Watch on YouTube

youtube_video 3f0APsLQVjo · row 3f0APsLQVjo

LAION-DISCO-12M

So Glad It's Christmas

Listed as Wavves – So Glad It's Christmas (Emo Christmas) · Watch on YouTube

youtube_video AGv6OIugvEg · row AGv6OIugvEg

LAION-DISCO-12M

Lover

Listed as Wavves – Lover (Wavves) · Watch on YouTube

youtube_video FqmuFvZomhE · row FqmuFvZomhE

LAION-DISCO-12M

Killr Punx, Scary Demons

Listed as Wavves – Killr Punx, Scary Demons (Wavvves) · Watch on YouTube

youtube_video HlNhjI_y7uo · row HlNhjI_y7uo

LAION-DISCO-12M

Here'S To The Sun

Listed as Wavves – Here'S To The Sun (Wavves) · Watch on YouTube

youtube_video I_MPAzn1wAI · row I_MPAzn1wAI

LAION-DISCO-12M

Space Raider

Listed as Wavves – Space Raider (Wavves) · Watch on YouTube

youtube_video LLHGCGME2cQ · row LLHGCGME2cQ

LAION-DISCO-12M

To the Dregs

Listed as Wavves – To the Dregs (Rhapsody Originals: Wavves) · Watch on YouTube

youtube_video MJ52ay_7J3o · row MJ52ay_7J3o

LAION-DISCO-12M

The Boys Will Love Us

Listed as Wavves – The Boys Will Love Us (Wavves) · Watch on YouTube

youtube_video OWbGndhtP-A · row OWbGndhtP-A

LAION-DISCO-12M

So Bored

Listed as Wavves – So Bored (Rhapsody Originals: Wavves) · Watch on YouTube

youtube_video PU2z-YnrQiQ · row PU2z-YnrQiQ

LAION-DISCO-12M

Big Cloud

Listed as Wavves, Culture Abuse – Big Cloud (Big Cloud) · Watch on YouTube

youtube_video VNrPqeuhv6k · row VNrPqeuhv6k

LAION-DISCO-12M

Teenage Super Party

Listed as Wavves – Teenage Super Party (Wavves) · Watch on YouTube

youtube_video XyuUtF9S-6A · row XyuUtF9S-6A

LAION-DISCO-12M

To the Dregs (Version)

Listed as Wavves – To the Dregs (Version) (To The Dregs & To The Dregs (Version)) · Watch on YouTube

youtube_video Zob-rVZIwuE · row Zob-rVZIwuE

LAION-DISCO-12M

Beach Demon

Listed as Wavves – Beach Demon (Rhapsody Originals: Wavves) · Watch on YouTube

youtube_video _7Jmhh4oT6s · row _7Jmhh4oT6s

LAION-DISCO-12M

Yoked

Listed as Wavves – Yoked (Wavves) · Watch on YouTube

youtube_video n6x0StZUk0I · row n6x0StZUk0I

LAION-DISCO-12M

Emo Christmas

Listed as Wavves – Emo Christmas (Emo Christmas) · Watch on YouTube

youtube_video pKH-1thQKUM · row pKH-1thQKUM

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.