Artist Ocean Wave Sounds on YouTube Music

Yes. Ocean Wave Sounds has 158 songs listed in a dataset used to train AI music models.

Used for training 158

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 Ocean Tide Sounds, Waves: Calming Sea, Fire Place Sounds in the Forest For Adults and Babies

Listed under the artist name 158 songs in LAION-DISCO-12M

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

Ocean Tide Sounds

Listed as Ocean Wave Sounds – Ocean Tide Sounds (Ocean Wave Spa Sounds) · Watch on YouTube

youtube_video 00--nIyovbg · row 00--nIyovbg

LAION-DISCO-12M

Waves: Calming Sea

Listed as Ocean Wave Sounds – Waves: Calming Sea (Ocean Waves Sounds) · Watch on YouTube

youtube_video 0ZWx-xrvc_A · row 0ZWx-xrvc_A

LAION-DISCO-12M

Fire Place Sounds in the Forest For Adults and Babies

Listed as Ocean Waves for Deep Sleep, Piano and Ocean Waves, Ocean Wave Sounds – Fire Place Sounds in the Forest For Adults and Babies (Fireplace Sounds for Relaxation to Repeat) · Watch on YouTube

youtube_video 1eKtCOZdYeA · row 1eKtCOZdYeA

LAION-DISCO-12M

Ocean Wave Sounds The Best Water Sounds For Good and Deep Sleep

Listed as Piano and Ocean Waves, Ocean Waves for Deep Sleep, Ocean Wave Sounds – Ocean Wave Sounds The Best Water Sounds For Good and Deep Sleep (Wave Sounds Deep Sleep for Babies) · Watch on YouTube

youtube_video 1vMLU8UtfKo · row 1vMLU8UtfKo

LAION-DISCO-12M

Waves Washing Over Pebbles

Listed as Ocean Wave Sounds – Waves Washing Over Pebbles (Pure Shore Harmonies) · Watch on YouTube

youtube_video 3yLcvtQwRj0 · row 3yLcvtQwRj0

LAION-DISCO-12M

Ocean Waves onto Sandy Beach

Listed as Ocean Wave Sounds – Ocean Waves onto Sandy Beach (Ocean Waves Sounds) · Watch on YouTube

youtube_video 5VlvOr-Ssvc · row 5VlvOr-Ssvc

LAION-DISCO-12M

Cool Ocean Waves Soothing Sounds For Babies to Sleep

Listed as Piano and Ocean Waves, Ocean Waves for Deep Sleep, Ocean Wave Sounds – Cool Ocean Waves Soothing Sounds For Babies to Sleep (Ocean Wave Sounds For a Good Night) · Watch on YouTube

youtube_video 6FmTvNVKrrQ · row 6FmTvNVKrrQ

LAION-DISCO-12M

Waves on Beach

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

youtube_video BYXlbk_kyxE · row BYXlbk_kyxE

LAION-DISCO-12M

Birdsong Nature Sounds To Repeat the Whole Night

Listed as Piano and Ocean Waves, Ocean Waves for Deep Sleep, Ocean Wave Sounds – Birdsong Nature Sounds To Repeat the Whole Night (Soft Bird Sounds for Babies Deep Sleep) · Watch on YouTube

youtube_video ByZ6rLrNvhA · row ByZ6rLrNvhA

LAION-DISCO-12M

Waves: Stereo Waves

Listed as Ocean Wave Sounds – Waves: Stereo Waves (Ocean Waves Soundscapes) · Watch on YouTube

youtube_video E4W2f6jjzts · row E4W2f6jjzts

LAION-DISCO-12M

Serene Coastlines

Listed as Ocean Wave Sounds – Serene Coastlines (Afternoon Beach Ambience) · Watch on YouTube

youtube_video G4nwcUfp2Rs · row G4nwcUfp2Rs

LAION-DISCO-12M

Meandering River

Listed as Ocean Wave Sounds – Meandering River (Afternoon Beach Ambience) · Watch on YouTube

youtube_video I0uPfJb3Wh0 · row I0uPfJb3Wh0

LAION-DISCO-12M

Waves Lapping Rocks on the Pier

Listed as Ocean Wave Sounds – Waves Lapping Rocks on the Pier (Ocean Waves Sounds) · Watch on YouTube

youtube_video JE0GyJliHS0 · row JE0GyJliHS0

LAION-DISCO-12M

Shingle Beach

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

youtube_video MRqOrSawcsY · row MRqOrSawcsY

LAION-DISCO-12M

Smooth Sea Surf

Listed as Ocean Wave Sounds – Smooth Sea Surf (Ocean Waves Sounds) · Watch on YouTube

youtube_video Mzcfc7uuWeU · row Mzcfc7uuWeU

LAION-DISCO-12M

Birdsong Nature Sounds To Repeat the Whole Night

Listed as Ocean Wave Sounds, Ocean Waves for Deep Sleep, Piano and Ocean Waves – Birdsong Nature Sounds To Repeat the Whole Night (Spring Bird Sounds for Babies Deep Sleep) · Watch on YouTube

youtube_video NjmiLv1_Jm0 · row NjmiLv1_Jm0

LAION-DISCO-12M

Waves

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

youtube_video Pm3XSiDg8iE · row Pm3XSiDg8iE

LAION-DISCO-12M

Ocean Waves Sounds For Insomnia Relief For Babies to Sleep

Listed as Ocean Wave Sounds, Piano and Ocean Waves, Ocean Waves for Deep Sleep – Ocean Waves Sounds For Insomnia Relief For Babies to Sleep (Cozy Wave Sounds For Easy Sleep) · Watch on YouTube

youtube_video QDHD28Bh0Ic · row QDHD28Bh0Ic

LAION-DISCO-12M

Waves: Tide

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

youtube_video QSr9VxkPN3U · row QSr9VxkPN3U

LAION-DISCO-12M

Cool Ocean Waves

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

youtube_video SFIr748NnK8 · row SFIr748NnK8

LAION-DISCO-12M

Waves: The Sea Comes In

Listed as Ocean Wave Sounds – Waves: The Sea Comes In (Ocean Waves Soundscapes) · Watch on YouTube

youtube_video SqsKOXRlyQM · row SqsKOXRlyQM

LAION-DISCO-12M

Waves on Beach Relaxation

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

youtube_video Uo-SdoZwyCo · row Uo-SdoZwyCo

LAION-DISCO-12M

Gentle River and Overcast Skies

Listed as Ocean Wave Sounds – Gentle River and Overcast Skies (Utopian Java Deep) · Watch on YouTube

youtube_video V8pHHqPkrMc · row V8pHHqPkrMc

LAION-DISCO-12M

Christmas Fireplace To Sleep and Rest with Sleep for 10 Hours

Listed as Piano and Ocean Waves, Ocean Wave Sounds, Ocean Waves for Deep Sleep – Christmas Fireplace To Sleep and Rest with Sleep for 10 Hours (Fireplace Sounds for Relaxation to Repeat) · Watch on YouTube

youtube_video VClFf531yfc · row VClFf531yfc

LAION-DISCO-12M

Whispering Waves

Listed as Ocean Wave Sounds – Whispering Waves (Relaxing Soothing Ocean Music) · Watch on YouTube

youtube_video VLxA3P7vSCk · row VLxA3P7vSCk

LAION-DISCO-12M

Ocean Waves in Rock Pools

Listed as Ocean Wave Sounds – Ocean Waves in Rock Pools (Ocean Wave Spa Sounds) · Watch on YouTube

youtube_video Wlr_WsaBXaA · row Wlr_WsaBXaA

LAION-DISCO-12M

Waves: Ocean

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

youtube_video XIXRoGtehKk · row XIXRoGtehKk

LAION-DISCO-12M

Personal Wave Therapy The Best Water Sounds Ambience Sounds

Listed as Ocean Waves for Deep Sleep, Ocean Wave Sounds, Piano and Ocean Waves – Personal Wave Therapy The Best Water Sounds Ambience Sounds (Ocean Wave Sounds For a Good Night) · Watch on YouTube

youtube_video XilDHTrKpHA · row XilDHTrKpHA

LAION-DISCO-12M

Crashing Waves

Listed as Ocean Wave Sounds – Crashing Waves (Carefree Gentle Ocean Radiance) · Watch on YouTube

youtube_video YVThcSbuYhM · row YVThcSbuYhM

LAION-DISCO-12M

Ocean Waves Coming In

Listed as Ocean Wave Sounds – Ocean Waves Coming In (Ocean Wave Spa Sounds) · Watch on YouTube

youtube_video _w_jR0f1lZA · row _w_jR0f1lZA

LAION-DISCO-12M

Waves Coming In

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

youtube_video aHKRHMdtXw0 · row aHKRHMdtXw0

LAION-DISCO-12M

Nature and Waves

Listed as Ocean Wave Sounds – Nature and Waves (Spiritually Reassuring Ocean Tracks) · Watch on YouTube

youtube_video cPugruO5hxE · row cPugruO5hxE

LAION-DISCO-12M

Cozy Wave Sounds Healing Water Sounds Instant Deep Sleep

Listed as Piano and Ocean Waves, Ocean Wave Sounds, Ocean Waves for Deep Sleep – Cozy Wave Sounds Healing Water Sounds Instant Deep Sleep (Soft Ocean With White Noise) · Watch on YouTube

youtube_video fpgr2-YXMZw · row fpgr2-YXMZw

LAION-DISCO-12M

Ocean Waves Come In

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

youtube_video gC5MyGbFyvY · row gC5MyGbFyvY

LAION-DISCO-12M

Ambient Nature Sounds To Help Insomnia Best Loopable Sound

Listed as Ocean Wave Sounds, Piano and Ocean Waves, Ocean Waves for Deep Sleep – Ambient Nature Sounds To Help Insomnia Best Loopable Sound (Morning Birds Zen Livingroom) · Watch on YouTube

youtube_video ijG_QxvRu7A · row ijG_QxvRu7A

LAION-DISCO-12M

Waves on Shingle

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

youtube_video iqif55T05Q8 · row iqif55T05Q8

LAION-DISCO-12M

Calming Waves The Best Water Sounds For Good and Deep Sleep

Listed as Ocean Waves for Deep Sleep, Ocean Wave Sounds, Piano and Ocean Waves – Calming Waves The Best Water Sounds For Good and Deep Sleep (Cozy Wave Sounds For Easy Sleep) · Watch on YouTube

youtube_video kSROrqiF4LY · row kSROrqiF4LY

LAION-DISCO-12M

Incoming Tides

Listed as Ocean Wave Sounds – Incoming Tides (Utopian Banda Waters) · Watch on YouTube

youtube_video kcXqLdIgokM · row kcXqLdIgokM

LAION-DISCO-12M

Waves: The Sea

Listed as Ocean Wave Sounds – Waves: The Sea (Ocean Waves Sounds) · Watch on YouTube

youtube_video m5iJEdTkqus · row m5iJEdTkqus

LAION-DISCO-12M

Waves: Cove

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

youtube_video mZNI53RvWYs · row mZNI53RvWYs

LAION-DISCO-12M

Relaxing Waves

Listed as Ocean Wave Sounds – Relaxing Waves (Profoundly Gentle Ocean Ambiance) · Watch on YouTube

youtube_video nzcNXTNWPrA · row nzcNXTNWPrA

LAION-DISCO-12M

Waves: The Sound of the Sea

Listed as Ocean Wave Sounds – Waves: The Sound of the Sea (Ocean Wave Spa Sounds) · Watch on YouTube

youtube_video omoYUZmUcoU · row omoYUZmUcoU

LAION-DISCO-12M

Birdsong Nature Sounds To Repeat the Whole Night

Listed as Piano and Ocean Waves, Ocean Waves for Deep Sleep, Ocean Wave Sounds – Birdsong Nature Sounds To Repeat the Whole Night (Sound of Bird Chipring Nature Sounds) · Watch on YouTube

youtube_video rgX6XDsvfOE · row rgX6XDsvfOE

LAION-DISCO-12M

Calm Beach Close to Water

Listed as Ocean Wave Sounds – Calm Beach Close to Water (Ocean Waves Sounds) · Watch on YouTube

youtube_video s1K_SoFQUm8 · row s1K_SoFQUm8

LAION-DISCO-12M

Crashing Waves

Listed as Ocean Wave Sounds – Crashing Waves (Utopian Banda Waters) · Watch on YouTube

youtube_video ujo1QvmSQxY · row ujo1QvmSQxY

LAION-DISCO-12M

Birdsong Nature Sounds To Repeat the Whole Night

Listed as Ocean Waves for Deep Sleep, Ocean Wave Sounds, Piano and Ocean Waves – Birdsong Nature Sounds To Repeat the Whole Night (Bird Background Sound while Working Studying and Concentration) · Watch on YouTube

youtube_video vZB5PenqrmE · row vZB5PenqrmE

LAION-DISCO-12M

Waves: Restless Jetty

Listed as Ocean Wave Sounds – Waves: Restless Jetty (Ocean Waves Sounds) · Watch on YouTube

youtube_video w-HGh9r_gxU · row w-HGh9r_gxU

LAION-DISCO-12M

Small Waves onto Sandy Beach

Listed as Ocean Wave Sounds – Small Waves onto Sandy Beach (Ocean Waves Soundscapes) · Watch on YouTube

youtube_video xeyI-SL599Q · row xeyI-SL599Q

LAION-DISCO-12M

Ocean Waves Breaking at the Sea Shore

Listed as Ocean Wave Sounds – Ocean Waves Breaking at the Sea Shore (Ocean Waves Sounds) · Watch on YouTube

youtube_video y7E5oI6V0nY · row y7E5oI6V0nY

LAION-DISCO-12M

Fireplace Sounds For a Cozy Day Loopable for 10 Hours

Listed as Piano and Ocean Waves, Ocean Wave Sounds, Ocean Waves for Deep Sleep – Fireplace Sounds For a Cozy Day Loopable for 10 Hours (Fireplace Sounds for Relaxation to Repeat) · Watch on YouTube

youtube_video zx3F8Co1c8E · row zx3F8Co1c8E

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.