Yes. Waves has 145 songs listed in a dataset used to train AI music models.

Used for training 145

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 Heavy Ocean Sounds For Yoga and Meditation 10 Hours of Deep Sleep, Cold Palisade, Soft Ocean Easy Listening to Relief the Night

Listed under the artist name 145 songs in LAION-DISCO-12M

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

Heavy Ocean Sounds For Yoga and Meditation 10 Hours of Deep Sleep

Listed as Sea Sounds, Waves, Beach Sounds – Heavy Ocean Sounds For Yoga and Meditation 10 Hours of Deep Sleep (Wave Better Focus and Concentration) · Watch on YouTube

youtube_video -VdE-su0CXk · row -VdE-su0CXk

LAION-DISCO-12M

Cold Palisade

Listed as Waves – Cold Palisade (Misfit) · Watch on YouTube

youtube_video -XjbiZzKIhU · row -XjbiZzKIhU

LAION-DISCO-12M

Soft Ocean Easy Listening to Relief the Night

Listed as Sea Sounds, Beach Sounds, Waves – Soft Ocean Easy Listening to Relief the Night (Calm Wave Sound) · Watch on YouTube

youtube_video -eANN5V0Ifs · row -eANN5V0Ifs

LAION-DISCO-12M

Ocean Waves Sounds Anti Stress To Help with Meditation

Listed as River, Ocean, Waves – Ocean Waves Sounds Anti Stress To Help with Meditation (Wave Sounds Sleep for Baby) · Watch on YouTube

youtube_video -iMWFz6WgW4 · row -iMWFz6WgW4

LAION-DISCO-12M

Relaxing Ocean Sounds For Insomnia Relief Instant Deep Sleep

Listed as Sea Sounds, Waves, Beach Sounds – Relaxing Ocean Sounds For Insomnia Relief Instant Deep Sleep (Calm Wave Sound) · Watch on YouTube

youtube_video 1PxjOFYBr1Q · row 1PxjOFYBr1Q

LAION-DISCO-12M

arrogant elephant

Listed as WAVES – arrogant elephant (arrogant elephant / crystal keeper) · Watch on YouTube

youtube_video 1RqILOEJpkA · row 1RqILOEJpkA

LAION-DISCO-12M

Kaleidoscopes

Listed as Waves – Kaleidoscopes (WAVES) · Watch on YouTube

youtube_video 1oZ4NIy_Z_M · row 1oZ4NIy_Z_M

LAION-DISCO-12M

Diving into You

Listed as Waves – Diving into You (Ocean Sounds) · Watch on YouTube

youtube_video 28-91nz2Eyo · row 28-91nz2Eyo

LAION-DISCO-12M

Beach Sounds Soothing Sounds to Relief the Night

Listed as Beach Sounds, Sea Sounds, Waves – Beach Sounds Soothing Sounds to Relief the Night (Calm Wave Sound) · Watch on YouTube

youtube_video 2EmmkczNCws · row 2EmmkczNCws

LAION-DISCO-12M

C'est normal

Listed as JACKPOT, WAVES – C'est normal (C'est normal) · Watch on YouTube

youtube_video 4g8hHRunMT0 · row 4g8hHRunMT0

LAION-DISCO-12M

The Tom Song

Listed as Waves – The Tom Song (WAVES) · Watch on YouTube

youtube_video 6fTySli-VUk · row 6fTySli-VUk

LAION-DISCO-12M

Life Wrecks

Listed as Waves – Life Wrecks (Misfit) · Watch on YouTube

youtube_video 6zBLKbd75Qg · row 6zBLKbd75Qg

LAION-DISCO-12M

Fool Me Twice (Shame on Me)

Listed as Waves – Fool Me Twice (Shame on Me) (Fool Me Once (Shame on You) / Fool Me Twice (Shame on Me)) · Watch on YouTube

youtube_video 7D2zE8itJ-I · row 7D2zE8itJ-I

LAION-DISCO-12M

Easy On Me

Listed as Waves – Easy On Me (Easy On Me) · Watch on YouTube

youtube_video 7KMP6HcxgUQ · row 7KMP6HcxgUQ

LAION-DISCO-12M

River Sounds Easy Listening For Adult and Babies Sleep

Listed as Ocean, Waves, River – River Sounds Easy Listening For Adult and Babies Sleep (Waves Sleep for Baby) · Watch on YouTube

youtube_video 7zhGlNMBocw · row 7zhGlNMBocw

LAION-DISCO-12M

Letters

Listed as Waves – Letters (Misfit) · Watch on YouTube

youtube_video 8qSZzC0PUnE · row 8qSZzC0PUnE

LAION-DISCO-12M

Jacob and El Tornado

Listed as Waves – Jacob and El Tornado (Misfit) · Watch on YouTube

youtube_video 9ADH9oW5hpQ · row 9ADH9oW5hpQ

LAION-DISCO-12M

Boulevard

Listed as Waves – Boulevard (Under Water) · Watch on YouTube

youtube_video APDWERkOMNs · row APDWERkOMNs

LAION-DISCO-12M

The Wedding Dream

Listed as Waves – The Wedding Dream (Church of the Devil: A Tribute to King Diamond) · Watch on YouTube

youtube_video DyyeLChbCeA · row DyyeLChbCeA

LAION-DISCO-12M

Blue Sea Sounds Anti Stress For Adult and Babies Sleep

Listed as Beach Sounds, Sea Sounds, Waves – Blue Sea Sounds Anti Stress For Adult and Babies Sleep (Wave Deep Sleep for Babies) · Watch on YouTube

youtube_video E8xLGv3XkKk · row E8xLGv3XkKk

LAION-DISCO-12M

Waterlady Song

Listed as Waves – Waterlady Song (Misfit) · Watch on YouTube

youtube_video H0tEvOBupzM · row H0tEvOBupzM

LAION-DISCO-12M

into the waves

Listed as WAVES – into the waves (into the WAVES) · Watch on YouTube

youtube_video JFFm0T6cmH4 · row JFFm0T6cmH4

LAION-DISCO-12M

Waitress

Listed as Waves – Waitress (Misfit) · Watch on YouTube

youtube_video JGuljB7JkhQ · row JGuljB7JkhQ

LAION-DISCO-12M

Calming Waves The Best Water Sounds New Age Music

Listed as Ocean, Waves, River – Calming Waves The Best Water Sounds New Age Music (Wave Sounds Sleep for Baby) · Watch on YouTube

youtube_video JyZYCTYRpiE · row JyZYCTYRpiE

LAION-DISCO-12M

Head Full of Stars

Listed as Waves – Head Full of Stars (Misfit) · Watch on YouTube

youtube_video Kkrcxq3D6r8 · row Kkrcxq3D6r8

LAION-DISCO-12M

Windchimes

Listed as Waves – Windchimes (Relaxing Music) · Watch on YouTube

youtube_video NZUAWAVmrNg · row NZUAWAVmrNg

LAION-DISCO-12M

Frozen in Time

Listed as Waves – Frozen in Time (Frozen in Time) · Watch on YouTube

youtube_video O_oMWdrmIcQ · row O_oMWdrmIcQ

LAION-DISCO-12M

Oceanic Melodies

Listed as Waves – Oceanic Melodies (Ocean Sounds) · Watch on YouTube

youtube_video OsqOkecH8HY · row OsqOkecH8HY

LAION-DISCO-12M

Mems

Listed as Waves – Mems (Under Water) · Watch on YouTube

youtube_video QOjQjzESktA · row QOjQjzESktA

LAION-DISCO-12M

I Put A Spell On You (feat. Anne May)

Listed as Waves – I Put A Spell On You (feat. Anne May) (I Put A Spell On You) · Watch on YouTube

youtube_video Qpe8qqVobFg · row Qpe8qqVobFg

LAION-DISCO-12M

Blue Sea Sounds Anti Stress For Adult and Babies Sleep

Listed as Beach Sounds, Sea Sounds, Waves – Blue Sea Sounds Anti Stress For Adult and Babies Sleep (Ocean Sounds) · Watch on YouTube

youtube_video ZYIQjOhgC6Q · row ZYIQjOhgC6Q

LAION-DISCO-12M

MRS. X

Listed as Waves – MRS. X (Misfit) · Watch on YouTube

youtube_video ZZDewqAcnso · row ZZDewqAcnso

LAION-DISCO-12M

The Way They Smile

Listed as Waves – The Way They Smile (Misfit) · Watch on YouTube

youtube_video a1WsouwnjHM · row a1WsouwnjHM

LAION-DISCO-12M

Clockhouse Shuffle

Listed as Waves – Clockhouse Shuffle (Misfit) · Watch on YouTube

youtube_video aRHredumLrg · row aRHredumLrg

LAION-DISCO-12M

Beach Whispers

Listed as Waves – Beach Whispers (Ocean Sounds) · Watch on YouTube

youtube_video bmx_6ysQFYA · row bmx_6ysQFYA

LAION-DISCO-12M

At the Beach

Listed as Waves – At the Beach (Misfit) · Watch on YouTube

youtube_video bzHbDdqnc3I · row bzHbDdqnc3I

LAION-DISCO-12M

Schooners

Listed as Waves – Schooners (Misfit) · Watch on YouTube

youtube_video cnsMzD5GWm4 · row cnsMzD5GWm4

LAION-DISCO-12M

Thoughts from Venus

Listed as Waves – Thoughts from Venus (Misfit) · Watch on YouTube

youtube_video d83eHluuHro · row d83eHluuHro

LAION-DISCO-12M

Looking Like A Liar

Listed as Waves – Looking Like A Liar (WAVES) · Watch on YouTube

youtube_video dxX4VCSBpCc · row dxX4VCSBpCc

LAION-DISCO-12M

Mada

Listed as Waves – Mada (Vanilla Velvet) · Watch on YouTube

youtube_video fIDyNI1fMoE · row fIDyNI1fMoE

LAION-DISCO-12M

Ocean and River Sounds The Best Water Sounds Help You and Your Baby Rest

Listed as Beach Sounds, Sea Sounds, Waves – Ocean and River Sounds The Best Water Sounds Help You and Your Baby Rest (Calm Wave Sound) · Watch on YouTube

youtube_video i7-UYvhBosI · row i7-UYvhBosI

LAION-DISCO-12M

Pacific Shores

Listed as Waves – Pacific Shores (Zen Music) · Watch on YouTube

youtube_video jHg4824kiuE · row jHg4824kiuE

LAION-DISCO-12M

Yotta Love

Listed as Waves – Yotta Love (Yotta Love) · Watch on YouTube

youtube_video kkEb1ek_78w · row kkEb1ek_78w

LAION-DISCO-12M

Niner Blues

Listed as WAVES – Niner Blues (Niner Blues) · Watch on YouTube

youtube_video mjXeFghqjws · row mjXeFghqjws

LAION-DISCO-12M

Ocean Sleeps

Listed as Waves – Ocean Sleeps (Ocean Sounds) · Watch on YouTube

youtube_video nx6W1zSPeRQ · row nx6W1zSPeRQ

LAION-DISCO-12M

Island Rhythms

Listed as Waves – Island Rhythms (Ocean Sounds) · Watch on YouTube

youtube_video qejAjLV7PGI · row qejAjLV7PGI

LAION-DISCO-12M

Ocean Sounds

Listed as Waves – Ocean Sounds (Ocean Sounds) · Watch on YouTube

youtube_video sC58_MlZmho · row sC58_MlZmho

LAION-DISCO-12M

Blue Sea Sounds Anti Stress For Adult and Babies Sleep

Listed as Sea Sounds, Waves, Beach Sounds – Blue Sea Sounds Anti Stress For Adult and Babies Sleep (Calm Wave Sound) · Watch on YouTube

youtube_video wHmxN6-nBak · row wHmxN6-nBak

LAION-DISCO-12M

Heavy Ocean Sounds For Yoga and Meditation 10 Hours of Deep Sleep

Listed as Beach Sounds, Waves, Sea Sounds – Heavy Ocean Sounds For Yoga and Meditation 10 Hours of Deep Sleep (Calm River Sounds) · Watch on YouTube

youtube_video waDNGsqIKh0 · row waDNGsqIKh0

LAION-DISCO-12M

Ocean / Neon Song

Listed as Waves – Ocean / Neon Song (Misfit) · Watch on YouTube

youtube_video z6vR3tvhthA · row z6vR3tvhthA

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.