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 Sleepy Sea Sounds With White Noise Loopable for 8 Hours, Fool Me Once (Shame on You), Cool Ocean Waves For Easy Sleep For Taking a Nap

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.

Sleepy Sea Sounds With White Noise Loopable for 8 Hours

Listed as Ocean, River, Waves – Sleepy Sea Sounds With White Noise Loopable for 8 Hours (Wave Sounds Sleep for Baby) · Watch on YouTube

youtube_video -0ZdvL6Hbek · row -0ZdvL6Hbek

LAION-DISCO-12M

Fool Me Once (Shame on You)

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

youtube_video -zM68sr01iU · row -zM68sr01iU

LAION-DISCO-12M

Cool Ocean Waves For Easy Sleep For Taking a Nap

Listed as Sea Sounds, Beach Sounds, Waves – Cool Ocean Waves For Easy Sleep For Taking a Nap (Calm Wave Sound) · Watch on YouTube

youtube_video 0GEsVEzSsGQ · row 0GEsVEzSsGQ

LAION-DISCO-12M

Crystal Mountain

Listed as Waves – Crystal Mountain (Demonic Plague: A Tribute to Death) · Watch on YouTube

youtube_video 0XnMe5ImIWo · row 0XnMe5ImIWo

LAION-DISCO-12M

Blue Sea Sounds For Easy Sleep To Repeat for 10 Hours

Listed as River, Waves, Ocean – Blue Sea Sounds For Easy Sleep To Repeat for 10 Hours (Calm Waves Sound) · Watch on YouTube

youtube_video 0uiweEumHiY · row 0uiweEumHiY

LAION-DISCO-12M

3 Bad Boys

Listed as WAVES – 3 Bad Boys (3 Bad Boys) · Watch on YouTube

youtube_video 3EdUootOyao · row 3EdUootOyao

LAION-DISCO-12M

Crunch

Listed as Waves – Crunch (Tide) · Watch on YouTube

youtube_video 3LBDLuXpNd8 · row 3LBDLuXpNd8

LAION-DISCO-12M

Sunset

Listed as Gummy Bear, Waves – Sunset (Sunset) · Watch on YouTube

youtube_video 3wcnaPnH9RY · row 3wcnaPnH9RY

LAION-DISCO-12M

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

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

youtube_video 7PCcGNhizWI · row 7PCcGNhizWI

LAION-DISCO-12M

Misfit

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

youtube_video 91SHXN1wT-s · row 91SHXN1wT-s

LAION-DISCO-12M

Ocean and River Sounds With Rain Loopable for 8 Hours

Listed as Beach Sounds, Sea Sounds, Waves – Ocean and River Sounds With Rain Loopable for 8 Hours (Calm Wave Sound) · Watch on YouTube

youtube_video 96kKDOOddow · row 96kKDOOddow

LAION-DISCO-12M

BUNDA

Listed as Grizmo, Waves, Avilo – BUNDA (BUNDA) · Watch on YouTube

youtube_video 9AGhUgmhYl4 · row 9AGhUgmhYl4

LAION-DISCO-12M

Soft Ocean For Easy Sleep 10 Hours of Deep Sleep

Listed as Waves, River, Ocean – Soft Ocean For Easy Sleep 10 Hours of Deep Sleep (Wave Sounds Sleep for Baby) · Watch on YouTube

youtube_video AgeZg0BUg8s · row AgeZg0BUg8s

LAION-DISCO-12M

Ocean Breeze

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

youtube_video BZ560lRdW1c · row BZ560lRdW1c

LAION-DISCO-12M

Smack

Listed as Waves – Smack (Tide) · Watch on YouTube

youtube_video Behv1U6yqA0 · row Behv1U6yqA0

LAION-DISCO-12M

River Sounds For Yoga and Meditation Instant Deep Sleep

Listed as Beach Sounds, Sea Sounds, Waves – River Sounds For Yoga and Meditation Instant Deep Sleep (Wave Sounds) · Watch on YouTube

youtube_video EbEz1Ahugvo · row EbEz1Ahugvo

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 (Wave Deep Sleep for Babies) · Watch on YouTube

youtube_video FBkwq--wKP8 · row FBkwq--wKP8

LAION-DISCO-12M

Arrow

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

youtube_video FONmly5dZZI · row FONmly5dZZI

LAION-DISCO-12M

Elouise

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

youtube_video GOCqQ-M7KRE · row GOCqQ-M7KRE

LAION-DISCO-12M

Raspunsuri

Listed as Waves – Raspunsuri (Raspunsuri) · Watch on YouTube

youtube_video GYJy00tA2Dc · row GYJy00tA2Dc

LAION-DISCO-12M

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

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

youtube_video GebLIR7rRRc · row GebLIR7rRRc

LAION-DISCO-12M

Il Mondo Waves (Cover Edit) (feat. Giorgio Ciabattoni)

Listed as Waves – Il Mondo Waves (Cover Edit) (feat. Giorgio Ciabattoni) (Il Mondo Waves [Cover Edit]) · Watch on YouTube

youtube_video HvAwCYv2EF4 · row HvAwCYv2EF4

LAION-DISCO-12M

Take It Over

Listed as WAVES – Take It Over (Take It Over) · Watch on YouTube

youtube_video IpjwLenfBAo · row IpjwLenfBAo

LAION-DISCO-12M

Blue Sea Sounds For Easy Sleep To Repeat for 10 Hours

Listed as River, Ocean, Waves – Blue Sea Sounds For Easy Sleep To Repeat for 10 Hours (Ocean Better Focus and Concentration) · Watch on YouTube

youtube_video KEYHbKbAIOs · row KEYHbKbAIOs

LAION-DISCO-12M

Heavy Ocean Sounds Anti Stress For Good and Deep Sleep

Listed as Waves, Beach Sounds, Sea Sounds – Heavy Ocean Sounds Anti Stress For Good and Deep Sleep (Calm Wave Sound) · Watch on YouTube

youtube_video KEn14-EQBAs · row KEn14-EQBAs

LAION-DISCO-12M

Cozy Wave Sounds Ocean Lullaby Loopable for 8 Hours

Listed as Waves, Sea Sounds, Beach Sounds – Cozy Wave Sounds Ocean Lullaby Loopable for 8 Hours (Calm Wave Sound) · Watch on YouTube

youtube_video LWSStRhwHzQ · row LWSStRhwHzQ

LAION-DISCO-12M

The Dolphin Song

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

youtube_video Mo273Vsjt6k · row Mo273Vsjt6k

LAION-DISCO-12M

U Forever (feat. Command Sisters)

Listed as WAVES – U Forever (feat. Command Sisters) (U Forever) · Watch on YouTube

youtube_video NwZKYgidSO0 · row NwZKYgidSO0

LAION-DISCO-12M

Back in Time (feat. Lavin)

Listed as Waves – Back in Time (feat. Lavin) (Back in Time (feat. Lavin)) · Watch on YouTube

youtube_video NyiVpoJWgBU · row NyiVpoJWgBU

LAION-DISCO-12M

Do It Again

Listed as Rickka00, Waves – Do It Again (Do It Again) · Watch on YouTube

youtube_video P8Hkyz_QR-8 · row P8Hkyz_QR-8

LAION-DISCO-12M

Heavy Ocean Sounds Ocean Lullaby For Good and Deep Sleep

Listed as Ocean, River, Waves – Heavy Ocean Sounds Ocean Lullaby For Good and Deep Sleep (Wave Sounds Sleep for Baby) · Watch on YouTube

youtube_video QUrNNSSQTZk · row QUrNNSSQTZk

LAION-DISCO-12M

Seafarer's Song

Listed as Waves – Seafarer's Song (Ocean Sounds) · Watch on YouTube

youtube_video UUkmeehGsLA · row UUkmeehGsLA

LAION-DISCO-12M

River Sounds For Yoga and Meditation Instant Deep Sleep

Listed as Waves, Sea Sounds, Beach Sounds – River Sounds For Yoga and Meditation Instant Deep Sleep (Calm Wave Sound) · Watch on YouTube

youtube_video UrLaZpgkUjw · row UrLaZpgkUjw

LAION-DISCO-12M

Tell

Listed as Waves – Tell (Tide) · Watch on YouTube

youtube_video Y2Oh_PjAm8w · row Y2Oh_PjAm8w

LAION-DISCO-12M

Still Dreamin (feat. Angeline)

Listed as WAVES – Still Dreamin (feat. Angeline) (Still Dreamin) · Watch on YouTube

youtube_video cAeXAtu6_3o · row cAeXAtu6_3o

LAION-DISCO-12M

Blinded (feat. James Delaney)

Listed as WAVES – Blinded (feat. James Delaney) (Blinded) · Watch on YouTube

youtube_video dGZ2Y9eIreQ · row dGZ2Y9eIreQ

LAION-DISCO-12M

Oceanic Melancholy

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

youtube_video fAT_xAPTmC8 · row fAT_xAPTmC8

LAION-DISCO-12M

Ocean and River Sounds With Rain to Relief the Night

Listed as Ocean, Waves, River – Ocean and River Sounds With Rain to Relief the Night (Wave Sounds Sleep for Baby) · Watch on YouTube

youtube_video gkawirotv1E · row gkawirotv1E

LAION-DISCO-12M

Waves of Wonder

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

youtube_video hkjCFuuUmsA · row hkjCFuuUmsA

LAION-DISCO-12M

Mermaid

Listed as Waves – Mermaid (Tide) · Watch on YouTube

youtube_video iHEVB--A7QU · row iHEVB--A7QU

LAION-DISCO-12M

Beach Sounds Easy Listening Ambience Sounds

Listed as River, Waves, Ocean – Beach Sounds Easy Listening Ambience Sounds (Wave Sounds Sleep for Baby) · Watch on YouTube

youtube_video kMfyZto02f0 · row kMfyZto02f0

LAION-DISCO-12M

Castle Gates

Listed as Waves – Castle Gates (Misfit) · Watch on YouTube

youtube_video lhFEgKQu3Ms · row lhFEgKQu3Ms

LAION-DISCO-12M

You Got It Good (feat. Alex Galli)

Listed as Waves – You Got It Good (feat. Alex Galli) (You Got It Good (feat. Alex Galli)) · Watch on YouTube

youtube_video oD9lyCIUBeM · row oD9lyCIUBeM

LAION-DISCO-12M

Wornout Rocker

Listed as Waves – Wornout Rocker (Misfit) · Watch on YouTube

youtube_video oNn_-938FK4 · row oNn_-938FK4

LAION-DISCO-12M

Mother

Listed as Waves – Mother (Wake Up You! The Rise and Fall of Nigerian Rock, Vol. 1 (1972-1977)) · Watch on YouTube

youtube_video s5M8xxiNWPs · row s5M8xxiNWPs

LAION-DISCO-12M

Blue Sea Sounds For Easy Sleep To Repeat for 10 Hours

Listed as Waves, River, Ocean – Blue Sea Sounds For Easy Sleep To Repeat for 10 Hours (Wave Sounds Sleep for Baby) · Watch on YouTube

youtube_video v6hlfjdZ8r4 · row v6hlfjdZ8r4

LAION-DISCO-12M

Feelin' the Sunshine

Listed as Waves – Feelin' the Sunshine (Praise Poems, Vol. 6) · Watch on YouTube

youtube_video x-nr35vOCGU · row x-nr35vOCGU

LAION-DISCO-12M

Unwanted

Listed as WAVES – Unwanted (Unwanted) · Watch on YouTube

youtube_video x8BsFTNHwvY · row x8BsFTNHwvY

LAION-DISCO-12M

Ocean and River Sounds With Rain to Relief the Night

Listed as Waves, River, Ocean – Ocean and River Sounds With Rain to Relief the Night (Ocean Better Focus and Concentration) · Watch on YouTube

youtube_video xC-BrZgNHM0 · row xC-BrZgNHM0

LAION-DISCO-12M

Wake up You

Listed as Waves – Wake up You (Wake Up You! The Rise and Fall of Nigerian Rock, Vol. 2 (1972-1977)) · Watch on YouTube

youtube_video zNKfiYS4fkc · row zNKfiYS4fkc

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.