Yes. Waves_On_Waves has 143 songs listed in a dataset used to train AI music models.

Used for training 143

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 Pale Blue Skies (feat. Crimewave), Cherry Red, Strange

Listed under the artist name 143 songs in LAION-DISCO-12M

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

Pale Blue Skies (feat. Crimewave)

Listed as Waves_On_Waves, Pastel Arcade – Pale Blue Skies (feat. Crimewave) (Pale Blue Skies) · Watch on YouTube

youtube_video -eYb70MRU7U · row -eYb70MRU7U

LAION-DISCO-12M

Cherry Red

Listed as Waves_On_Waves, Mike Haunted, Pastel Arcade – Cherry Red (Live Wire on the Sunset Strip) · Watch on YouTube

youtube_video 0sBTaQ-aMmc · row 0sBTaQ-aMmc

LAION-DISCO-12M

Strange

Listed as Waves_On_Waves, Crimewave – Strange (Strange) · Watch on YouTube

youtube_video 10yN98PxDUo · row 10yN98PxDUo

LAION-DISCO-12M

Lightning Strikes Twice (feat. Sonic Shades Of Blue)

Listed as Waves_On_Waves, Pastel Arcade, Space Tourist – Lightning Strikes Twice (feat. Sonic Shades Of Blue) (Lightning Strikes Twice) · Watch on YouTube

youtube_video 1o8h8QSidls · row 1o8h8QSidls

LAION-DISCO-12M

Radicals

Listed as Waves_On_Waves, Steve Dekay – Radicals (Radicals) · Watch on YouTube

youtube_video 1r4ynUL9W-o · row 1r4ynUL9W-o

LAION-DISCO-12M

The End of the Innocence

Listed as Waves_On_Waves, Sonic Shades Of Blue, Castles Made Of Sky – The End of the Innocence (The End of the Innocence) · Watch on YouTube

youtube_video 387CeMCKy7I · row 387CeMCKy7I

LAION-DISCO-12M

21st Birthday (feat. Crimewave)

Listed as Waves_On_Waves, SilverHawk, Pastel Arcade – 21st Birthday (feat. Crimewave) (21st Birthday) · Watch on YouTube

youtube_video 4HiCjuJJnBI · row 4HiCjuJJnBI

LAION-DISCO-12M

Battle Cry

Listed as Waves_On_Waves, D-Stroyer, CIC, Pastel Arcade – Battle Cry (Battle Cry) · Watch on YouTube

youtube_video 4c5dwdFsTwk · row 4c5dwdFsTwk

LAION-DISCO-12M

The Quiet Life

Listed as Waves_On_Waves, Timecop1983, Pastel Arcade – The Quiet Life (Live Wire on the Sunset Strip) · Watch on YouTube

youtube_video 6kmIHfCLXn8 · row 6kmIHfCLXn8

LAION-DISCO-12M

Never Have to Be Alone (Extended Mix)

Listed as Waves_On_Waves, Crimewave, Grum – Never Have to Be Alone (Extended Mix) (Never Have to Be Alone) · Watch on YouTube

youtube_video 72ztigRqvmA · row 72ztigRqvmA

LAION-DISCO-12M

Step Outside (Extended Mix)

Listed as Waves_On_Waves, Castles Made Of Sky, Grum – Step Outside (Extended Mix) (Step Outside) · Watch on YouTube

youtube_video 9sIyotBn7CU · row 9sIyotBn7CU

LAION-DISCO-12M

Drive

Listed as SMR LVE, Waves_On_Waves – Drive (Flashback Memories) · Watch on YouTube

youtube_video AkTJK9BeGtw · row AkTJK9BeGtw

LAION-DISCO-12M

She Was Meant To Be Loved (Max Freegrant Extended Remix)

Listed as Mike McCarthy, Waves_On_Waves – She Was Meant To Be Loved (Max Freegrant Extended Remix) (She Was Meant To Be Loved) · Watch on YouTube

youtube_video BXlVsiUlRnI · row BXlVsiUlRnI

LAION-DISCO-12M

Blackout

Listed as Waves_On_Waves, VileMoral, Sonic Shades Of Blue – Blackout (Blackout) · Watch on YouTube

youtube_video CstXWosSKS8 · row CstXWosSKS8

LAION-DISCO-12M

Trouble (feat. Carrie Skipper)

Listed as Waves_On_Waves, Headstrong, Castles Made Of Sky – Trouble (feat. Carrie Skipper) (Trouble) · Watch on YouTube

youtube_video D1E3jkFRWdw · row D1E3jkFRWdw

LAION-DISCO-12M

Radicals

Listed as Waves_On_Waves, Steve Dekay – Radicals (Hardstylez Adrenaline) · Watch on YouTube

youtube_video G_6L6rtgXQU · row G_6L6rtgXQU

LAION-DISCO-12M

Runaway

Listed as Waves_On_Waves, Marvel83' – Runaway (Runaway) · Watch on YouTube

youtube_video HhU7jdRxK6A · row HhU7jdRxK6A

LAION-DISCO-12M

Stab Me in the Back

Listed as Waves_On_Waves, Crimewave, Death By Algorithm – Stab Me in the Back (Synthony of Destruction) · Watch on YouTube

youtube_video IJ-kpVsJ_cI · row IJ-kpVsJ_cI

LAION-DISCO-12M

Wounds

Listed as Waves_On_Waves, Crimewave, Death By Algorithm – Wounds (Synthony of Destruction) · Watch on YouTube

youtube_video JKHiqioq1JY · row JKHiqioq1JY

LAION-DISCO-12M

LA Late at Night

Listed as Waves_On_Waves, Timecop1983, Pastel Arcade – LA Late at Night (Live Wire on the Sunset Strip) · Watch on YouTube

youtube_video JklpqguJCX8 · row JklpqguJCX8

LAION-DISCO-12M

Santa Monica Pier

Listed as Waves_On_Waves, Earmake – Santa Monica Pier (Santa Monica Pier) · Watch on YouTube

youtube_video KD6HJIgTCjk · row KD6HJIgTCjk

LAION-DISCO-12M

Sparks

Listed as Waves_On_Waves, Timecop1983, Pastel Arcade – Sparks (Live Wire on the Sunset Strip) · Watch on YouTube

youtube_video KTisUR-drJM · row KTisUR-drJM

LAION-DISCO-12M

Ordinary World

Listed as SMR LVE, Waves_On_Waves – Ordinary World (Flashback Memories) · Watch on YouTube

youtube_video M0w6FZiVjwg · row M0w6FZiVjwg

LAION-DISCO-12M

Dirty Dancing

Listed as Waves_On_Waves, SilverHawk, Pastel Arcade – Dirty Dancing (Dirty Dancing) · Watch on YouTube

youtube_video MQ2UGkXfAys · row MQ2UGkXfAys

LAION-DISCO-12M

Gemini (Extended Mix)

Listed as Eximinds, Eldream, Waves_On_Waves – Gemini (Extended Mix) (Gemini) · Watch on YouTube

youtube_video MdNti5WxwWU · row MdNti5WxwWU

LAION-DISCO-12M

Ran Away

Listed as Waves_On_Waves, Da Tweekaz – Ran Away (Hardstylez Adrenaline) · Watch on YouTube

youtube_video NYvifedBmCc · row NYvifedBmCc

LAION-DISCO-12M

Drive

Listed as Waves_On_Waves, Ciley Myrus – Drive (Drive) · Watch on YouTube

youtube_video Nrt4o6Vsc2Y · row Nrt4o6Vsc2Y

LAION-DISCO-12M

The Death of the Truth

Listed as Waves_On_Waves – The Death of the Truth (The Death of the Truth) · Watch on YouTube

youtube_video QOeo-pEPugM · row QOeo-pEPugM

LAION-DISCO-12M

We Should Have Fought for Love

Listed as Waves_On_Waves, BT-84 – We Should Have Fought for Love (We Should Have Fought for Love) · Watch on YouTube

youtube_video RFrFIcN5c_0 · row RFrFIcN5c_0

LAION-DISCO-12M

Messed up and Fell in Love

Listed as Waves_On_Waves, Crimewave, Death By Algorithm – Messed up and Fell in Love (Messed up and Fell in Love) · Watch on YouTube

youtube_video RydSf7sIahE · row RydSf7sIahE

LAION-DISCO-12M

Pulse (feat. Castles Made Of Sky)

Listed as Waves_On_Waves, Death By Algorithm, Pastel Arcade – Pulse (feat. Castles Made Of Sky) (Pulse) · Watch on YouTube

youtube_video SEZRA43qRXY · row SEZRA43qRXY

LAION-DISCO-12M

Claire De Lune

Listed as Waves_On_Waves, Tim Chance, Death By Algorithm – Claire De Lune (Claire De Lune) · Watch on YouTube

youtube_video U1U0Wen7Guw · row U1U0Wen7Guw

LAION-DISCO-12M

Perfect Paradise

Listed as Waves_On_Waves, Birds Of Paradise, Death By Algorithm – Perfect Paradise (Perfect Paradise) · Watch on YouTube

youtube_video V183G_xM94g · row V183G_xM94g

LAION-DISCO-12M

Seventeen (Extended Mix)

Listed as Waves_On_Waves, Sonic Shades Of Blue, Grum – Seventeen (Extended Mix) (Seventeen) · Watch on YouTube

youtube_video Vlrg2Hc0Urc · row Vlrg2Hc0Urc

LAION-DISCO-12M

She Fits Me

Listed as Waves_On_Waves, Sonic Shades Of Blue, Diviners – She Fits Me (She Fits Me) · Watch on YouTube

youtube_video WLRp7mjqM68 · row WLRp7mjqM68

LAION-DISCO-12M

Weight of the World

Listed as Waves_On_Waves, Crimewave, Death By Algorithm – Weight of the World (Weight of the World) · Watch on YouTube

youtube_video XOmRjqaLjPg · row XOmRjqaLjPg

LAION-DISCO-12M

On The Run

Listed as SHKHR, Waves_On_Waves – On The Run (On The Run) · Watch on YouTube

youtube_video _BBxMvYt_lQ · row _BBxMvYt_lQ

LAION-DISCO-12M

Let's Be the Light

Listed as Waves_On_Waves – Let's Be the Light (In the Light of the Aftermath) · Watch on YouTube

youtube_video dDmJ1ioRcgk · row dDmJ1ioRcgk

LAION-DISCO-12M

Blue Lights

Listed as Waves_On_Waves, Arwelone, Death By Algorithm – Blue Lights (Blue Lights) · Watch on YouTube

youtube_video dqtjfbDMug0 · row dqtjfbDMug0

LAION-DISCO-12M

I Still Remember Loving You (feat. Death By Algorithm)

Listed as Waves_On_Waves, Crimewave, Pastel Arcade – I Still Remember Loving You (feat. Death By Algorithm) (I Still Remember Loving You) · Watch on YouTube

youtube_video eQ1wOeorXUc · row eQ1wOeorXUc

LAION-DISCO-12M

Enough (feat. Sonic Shades Of Blue & Ryan Farish)

Listed as Waves_On_Waves – Enough (feat. Sonic Shades Of Blue & Ryan Farish) (Still Water) · Watch on YouTube

youtube_video jJ6rk1fCy4w · row jJ6rk1fCy4w

LAION-DISCO-12M

My Favorite Complication

Listed as Waves_On_Waves, Let Em Riot, Crimewave – My Favorite Complication (My Favorite Complication) · Watch on YouTube

youtube_video mQWBy47rcUg · row mQWBy47rcUg

LAION-DISCO-12M

Back to Tears for Fears (feat. Crimewave)

Listed as Waves_On_Waves, Pastel Arcade, Sonic Shades Of Blue – Back to Tears for Fears (feat. Crimewave) (Back to Tears for Fears) · Watch on YouTube

youtube_video nNc3N0VDbXg · row nNc3N0VDbXg

LAION-DISCO-12M

White Doves

Listed as Waves_On_Waves, Solar Burst – White Doves (White Doves) · Watch on YouTube

youtube_video paZ4wTHzsJ8 · row paZ4wTHzsJ8

LAION-DISCO-12M

All in My Head (Extended Mix)

Listed as Waves_On_Waves, Grum, Pastel Arcade – All in My Head (Extended Mix) (All in My Head) · Watch on YouTube

youtube_video pgFCDPNmhIw · row pgFCDPNmhIw

LAION-DISCO-12M

Unwritten Story (feat. Death By Algorithm)

Listed as Waves_On_Waves, Pastel Arcade, Crimewave – Unwritten Story (feat. Death By Algorithm) (Unwritten Story) · Watch on YouTube

youtube_video pp6iC3myAqQ · row pp6iC3myAqQ

LAION-DISCO-12M

On the Run

Listed as Waves_On_Waves, Timecop1983, Pastel Arcade – On the Run (Live Wire on the Sunset Strip) · Watch on YouTube

youtube_video uJgG09gxz6E · row uJgG09gxz6E

LAION-DISCO-12M

Dangerous

Listed as Waves_On_Waves, Timecop1983, Pastel Arcade – Dangerous (Live Wire on the Sunset Strip) · Watch on YouTube

youtube_video vJuAiOMC6mc · row vJuAiOMC6mc

LAION-DISCO-12M

Summer 93'

Listed as Waves_On_Waves, Arwelone, Pastel Arcade – Summer 93' (Summer 93') · Watch on YouTube

youtube_video vVshJejyfgQ · row vVshJejyfgQ

LAION-DISCO-12M

Out of My Head

Listed as Waves_On_Waves – Out of My Head (Out of My Head) · Watch on YouTube

youtube_video zPJCsBYd0jo · row zPJCsBYd0jo

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.