Artist Ocean Sounds Collection on YouTube Music

Yes. Ocean Sounds Collection has 153 songs listed in a dataset used to train AI music models.

Used for training 153

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 Sleep Sounds: White Noise Adaman, Autumn Creeks, Slow Gentle Island Beach Waves Later in the Day

Listed under the artist name 153 songs in LAION-DISCO-12M

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

Sleep Sounds: White Noise Adaman

Listed as Ocean Sounds Collection – Sleep Sounds: White Noise Adaman (Sleep Sounds - Pouring Water Waves Relaxation and Calming Ocean) · Watch on YouTube

youtube_video -_RBsXCjMro · row -_RBsXCjMro

LAION-DISCO-12M

Autumn Creeks

Listed as Ocean Waves, The Study Group, Ocean Sounds Collective – Autumn Creeks (Complete Study Mix - Essential Rain and Water Sounds for Deep Focus, Stress Relief and Exam & Study Success) · Watch on YouTube

youtube_video 0iw_BdHdyAQ · row 0iw_BdHdyAQ

LAION-DISCO-12M

Slow Gentle Island Beach Waves Later in the Day

Listed as Ocean Sounds Collection, Ocean Noise Channel, Calm Sea Sounds – Slow Gentle Island Beach Waves Later in the Day (Peaceful Ocean Sounds) · Watch on YouTube

youtube_video 4doIIzV28Eg · row 4doIIzV28Eg

LAION-DISCO-12M

Wave Sounds With Nature Music to Relief the Night

Listed as Ocean Sounds Collection, Ocean Waves, Ocean Sleeping Baby – Wave Sounds With Nature Music to Relief the Night (River Sound) · Watch on YouTube

youtube_video 4sYvwB6hbc8 · row 4sYvwB6hbc8

LAION-DISCO-12M

Gentle Scottish Celtic Lullaby (Music for Spa Dreams and Celtic Landscapes)

Listed as Relaxing Mindfulness Meditation Relaxation Maestro, Ocean Sounds Collection – Gentle Scottish Celtic Lullaby (Music for Spa Dreams and Celtic Landscapes) (Nature Sounds Collection - Relaxation & Meditation Music for Sleep, Relax, Study, Find Peace) · Watch on YouTube

youtube_video 6h5NDvnjiE4 · row 6h5NDvnjiE4

LAION-DISCO-12M

Wave Meditation

Listed as Ocean Sounds Collection – Wave Meditation (Evening Coastal Music) · Watch on YouTube

youtube_video 8-seo9ZRPM4 · row 8-seo9ZRPM4

LAION-DISCO-12M

Freedom

Listed as Ocean Waves, The Study Group, Ocean Sounds Collective – Freedom (Complete Study Mix - Essential Rain and Water Sounds for Deep Focus, Stress Relief and Exam & Study Success) · Watch on YouTube

youtube_video 96OCmojUaEQ · row 96OCmojUaEQ

LAION-DISCO-12M

Slow Wave for Inner Peace

Listed as Ocean Sounds Collection, Soothing Ocean Waves Universe – Slow Wave for Inner Peace (Ocean Stress Relief: Ocean Sounds for Pure Relaxation, Mind Purification, Cooling Energy) · Watch on YouTube

youtube_video ACjhDqffs6o · row ACjhDqffs6o

LAION-DISCO-12M

Advanced Yoga Student

Listed as Yoga Radiance, Ocean Sounds Collection – Advanced Yoga Student (Paddleboard Yoga) · Watch on YouTube

youtube_video BkgHq_oicX4 · row BkgHq_oicX4

LAION-DISCO-12M

Sleep Sounds: Water Ambience

Listed as Ocean Sounds Collection – Sleep Sounds: Water Ambience (Sound of Waves on a Relaxing Beach) · Watch on YouTube

youtube_video E2nbIJbBfPs · row E2nbIJbBfPs

LAION-DISCO-12M

Seafront Bliss

Listed as The Ocean Waves Expert, Winds and Oceans, Ocean Sounds Collection – Seafront Bliss (Waves: Deep Sleep Sounds) · Watch on YouTube

youtube_video ElVYytpKV2Q · row ElVYytpKV2Q

LAION-DISCO-12M

Lost in Zen

Listed as Ocean Waves, The Study Group, Ocean Sounds Collective – Lost in Zen (Complete Study Mix - Essential Rain and Water Sounds for Deep Focus, Stress Relief and Exam & Study Success) · Watch on YouTube

youtube_video EwISxuJzHgA · row EwISxuJzHgA

LAION-DISCO-12M

(White Noise) Waves - Resting Spirit - Loopable

Listed as Ocean Sounds Collection, Sea Noise Channel, Noise Colours – (White Noise) Waves - Resting Spirit - Loopable (Peaceful Ocean Sounds with White Noise, Loopable) · Watch on YouTube

youtube_video Gc298WnjqiE · row Gc298WnjqiE

LAION-DISCO-12M

Ocean Waves Sounds With Rain 10 Hours of Deep Sleep

Listed as Ocean Sounds Collection, Ocean Waves, Ocean Sleeping Baby – Ocean Waves Sounds With Rain 10 Hours of Deep Sleep (Ocean Sound Peaceful and Restful Night) · Watch on YouTube

youtube_video JPYp4kvRDxE · row JPYp4kvRDxE

LAION-DISCO-12M

Gentle River Sounds Anti Stress For Adult and Babies Sleep

Listed as Ocean Sounds Collection, Ocean Sleeping Baby, Ocean Waves – Gentle River Sounds Anti Stress For Adult and Babies Sleep (Calm Ocean Sound) · Watch on YouTube

youtube_video L3sm7_n0ZB4 · row L3sm7_n0ZB4

LAION-DISCO-12M

Diving into the Water

Listed as Calming Waves, Rain Sounds, Ocean Sounds Collection – Diving into the Water (Water Sound Peaceful and Restful Night) · Watch on YouTube

youtube_video MQrYOCA6Zdw · row MQrYOCA6Zdw

LAION-DISCO-12M

Gentle Waves

Listed as Ocean Sounds Collection – Gentle Waves (Daily Oceanic Music Therapy) · Watch on YouTube

youtube_video NiT3_QeaAH0 · row NiT3_QeaAH0

LAION-DISCO-12M

Lucid Pacific Ocean Waves

Listed as Ocean Sounds Collection – Lucid Pacific Ocean Waves (Ocean Wave Sounds) · Watch on YouTube

youtube_video NnYLl02R_5Y · row NnYLl02R_5Y

LAION-DISCO-12M

Gentle River Sounds With Nature Sounds Instant Deep Sleep

Listed as Ocean Sleeping Baby, Ocean Sounds Collection, Ocean Waves – Gentle River Sounds With Nature Sounds Instant Deep Sleep (Calm Ocean Sound) · Watch on YouTube

youtube_video OIujh-_6FFE · row OIujh-_6FFE

LAION-DISCO-12M

Little Splashing Loop

Listed as The Ocean Waves Expert, Winds and Oceans, Ocean Sounds Collection – Little Splashing Loop (Soothing Ocean Waves) · Watch on YouTube

youtube_video P6L89_SW8E8 · row P6L89_SW8E8

LAION-DISCO-12M

Rocky Coast

Listed as Ocean Sounds Collection – Rocky Coast (Ocean Sound Collection) · Watch on YouTube

youtube_video PJwr9LrT5CY · row PJwr9LrT5CY

LAION-DISCO-12M

Calm Waters

Listed as Ocean Sounds Collection, Ocean Waves For Sleep – Calm Waters (Natural Retreat) · Watch on YouTube

youtube_video PO43UJyhcjA · row PO43UJyhcjA

LAION-DISCO-12M

Sleep Sounds: Peaceful Rest

Listed as Ocean Sounds Collection – Sleep Sounds: Peaceful Rest (Sound of Waves on a Relaxing Beach) · Watch on YouTube

youtube_video RVMXaR8spgg · row RVMXaR8spgg

LAION-DISCO-12M

Cozy Wave Sounds With White Noise Instant Deep Sleep

Listed as Ocean Sounds Collection, Ocean Sleeping Baby, Ocean Waves – Cozy Wave Sounds With White Noise Instant Deep Sleep (Calm Ocean Sound) · Watch on YouTube

youtube_video RgpOJCY5GZ4 · row RgpOJCY5GZ4

LAION-DISCO-12M

Crisp Atlantic Ocean Waves

Listed as Ocean Sounds Collection – Crisp Atlantic Ocean Waves (Ocean Beach Sounds) · Watch on YouTube

youtube_video SQuSu2D7CUo · row SQuSu2D7CUo

LAION-DISCO-12M

Waves in a Cave

Listed as Ocean Sounds Collection – Waves in a Cave (Ocean Sound Collection) · Watch on YouTube

youtube_video UdyhSVdMv14 · row UdyhSVdMv14

LAION-DISCO-12M

Nature and Waves

Listed as Ocean Sounds Collection – Nature and Waves (Daily Oceanic Music Therapy) · Watch on YouTube

youtube_video UmPco_lBWuk · row UmPco_lBWuk

LAION-DISCO-12M

Dreamy Cay Beach Sounds

Listed as Ocean Sounds Collection – Dreamy Cay Beach Sounds (Ocean Beach Sounds) · Watch on YouTube

youtube_video W1JEoKhvakY · row W1JEoKhvakY

LAION-DISCO-12M

Sleep Sounds: Spa Waves

Listed as Ocean Sounds Collection – Sleep Sounds: Spa Waves (Nature Sound Waves) · Watch on YouTube

youtube_video WE7tL3STVx4 · row WE7tL3STVx4

LAION-DISCO-12M

Spiritual Journey

Listed as Ocean Sounds Collection – Spiritual Journey (2018 Water Melodies to Calm Down) · Watch on YouTube

youtube_video WIS6BFNSDaQ · row WIS6BFNSDaQ

LAION-DISCO-12M

Calm Down, Piano & Waves Music

Listed as Ocean Sounds Collection, Nature Sound Collection – Calm Down, Piano & Waves Music (Calming Ocean Sounds Collection 2020) · Watch on YouTube

youtube_video _6l5aeLT8hc · row _6l5aeLT8hc

LAION-DISCO-12M

Brisk Jamaican Ocean Waves

Listed as Ocean Sounds Collection – Brisk Jamaican Ocean Waves (Splashing Ocean Sounds) · Watch on YouTube

youtube_video _yfpnWKWYjI · row _yfpnWKWYjI

LAION-DISCO-12M

Nature Dreaming

Listed as Ocean Sounds Collection – Nature Dreaming (Relaxing New Age Music to Sleep – Relaxing Night, Calm Waves, Nature Sounds, Stress Relief, Inner Harmony) · Watch on YouTube

youtube_video d65tmL4qkqI · row d65tmL4qkqI

LAION-DISCO-12M

Sleep Sounds: Spa Waves

Listed as Ocean Sounds Collection – Sleep Sounds: Spa Waves (Sound of Waves on a Relaxing Beach) · Watch on YouTube

youtube_video dLKTMStZnyc · row dLKTMStZnyc

LAION-DISCO-12M

Resting Waves

Listed as The Ocean Waves Expert, Winds and Oceans, Ocean Sounds Collection – Resting Waves (Sound of the Ocean) · Watch on YouTube

youtube_video eeLU3RaM_EI · row eeLU3RaM_EI

LAION-DISCO-12M

Largest Ocean Wave

Listed as Ocean Waves, Ocean Sounds Collection, Ocean Therapy – Largest Ocean Wave (Ocean Waves Music Vol. 1) · Watch on YouTube

youtube_video fOGKC1wu0RI · row fOGKC1wu0RI

LAION-DISCO-12M

Yoga Ocean Sounds

Listed as Yoga Radiance, Ocean Sounds Collection – Yoga Ocean Sounds (Paddleboard Yoga) · Watch on YouTube

youtube_video gC0lntUnn5k · row gC0lntUnn5k

LAION-DISCO-12M

Sleep Sounds: Peaceful Rest

Listed as Ocean Sounds Collection – Sleep Sounds: Peaceful Rest (Sleep Sounds - Pouring Water Waves Relaxation and Calming Ocean) · Watch on YouTube

youtube_video gd1cwee4beI · row gd1cwee4beI

LAION-DISCO-12M

Gentle Ocean Sound

Listed as Ocean Sounds Collection, Rain Sounds, Calming Waves – Gentle Ocean Sound (Sea Better Focus and Concentration) · Watch on YouTube

youtube_video ip8Xd4Va-oE · row ip8Xd4Va-oE

LAION-DISCO-12M

Sleep Sounds: Early Morning Ocean

Listed as Ocean Sounds Collection – Sleep Sounds: Early Morning Ocean (Sound of Waves on a Relaxing Beach) · Watch on YouTube

youtube_video j7cN9p0OMdY · row j7cN9p0OMdY

LAION-DISCO-12M

Cloudy Day

Listed as Ocean Sounds Collection – Cloudy Day (50 Ocean Sounds - Nature Music, Speaking Sea Crashing Waves) · Watch on YouTube

youtube_video lJKeiCIpXGA · row lJKeiCIpXGA

LAION-DISCO-12M

Serene Meditation Ocean Waves

Listed as Ocean Sounds Collection – Serene Meditation Ocean Waves (Soothing Beach Sounds) · Watch on YouTube

youtube_video lxlr73XsxHY · row lxlr73XsxHY

LAION-DISCO-12M

Bobbing Waves

Listed as Ocean Sounds Collection – Bobbing Waves (Gentle Beach Ambience) · Watch on YouTube

youtube_video mE4Qozd3-no · row mE4Qozd3-no

LAION-DISCO-12M

Tidal

Listed as Ocean Sounds Collection, Calm Sea Sounds, Ocean Noise Channel – Tidal (Peaceful Ocean Sounds) · Watch on YouTube

youtube_video miNv6Uu62P4 · row miNv6Uu62P4

LAION-DISCO-12M

Ocean Waves - Evening Sleep (Pink Noise) Loopable

Listed as Sea Noise Channel, Ocean Sounds Collection, Noise Colours – Ocean Waves - Evening Sleep (Pink Noise) Loopable (Nature Sounds of the Ocean for Relaxation with Pink Noise, Loopable) · Watch on YouTube

youtube_video n5ONmEkiA3U · row n5ONmEkiA3U

LAION-DISCO-12M

Sleep Sounds: Healing Sea

Listed as Ocean Sounds Collection – Sleep Sounds: Healing Sea (Sound of Waves on a Relaxing Beach) · Watch on YouTube

youtube_video n8_zwx-LLxM · row n8_zwx-LLxM

LAION-DISCO-12M

Small Waves

Listed as Ocean Sounds Collection – Small Waves (Calm Oceans) · Watch on YouTube

youtube_video nGM6e2yy7Ac · row nGM6e2yy7Ac

LAION-DISCO-12M

Blissful Sea

Listed as Ocean Sounds Collection, Calm Sea Sounds, Ocean Noise Channel – Blissful Sea (Nature Sounds of the Ocean for Relaxation) · Watch on YouTube

youtube_video omEH4gOMRkE · row omEH4gOMRkE

LAION-DISCO-12M

Sleep Sounds: Waves for Sleeping

Listed as Ocean Sounds Collection – Sleep Sounds: Waves for Sleeping (Nature Sound Waves) · Watch on YouTube

youtube_video tEiikxDnig0 · row tEiikxDnig0

LAION-DISCO-12M

Ocean Storm No fade

Listed as Ocean Sounds Collection, Calming Waves, Rain Sounds – Ocean Storm No fade (Sea Better Focus and Concentration) · Watch on YouTube

youtube_video uyhFORE9NsA · row uyhFORE9NsA

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.