YouTrained

Artist Ocean Waves for Deep Sleep on YouTube Music

Yes. Ocean Waves for Deep Sleep has 164 songs listed in a dataset used to train AI music models.

Used for training 164

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 Background Water, Tranquil Sea Retreat Unveiled, Seaside Songs

Listed under the artist name 164 songs in LAION-DISCO-12M

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

Background Water

Listed as Ocean Waves for Deep Sleep, Sea Noise Channel, Wave Sound Group – Background Water (Ocean Sounds - Relaxing Sleep) · Watch on YouTube

youtube_video -dOmi9p9k9s · row -dOmi9p9k9s

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Tranquil Sea Retreat Unveiled

Listed as Ocean Waves for Deep Sleep, Binaural Brain Waves, Binaural Beats Study Tones – Tranquil Sea Retreat Unveiled (Tranquil Sea Retreat: Binaural Meditation Soundscapes) · Watch on YouTube

youtube_video 017u_ub95lQ · row 017u_ub95lQ

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Seaside Songs

Listed as Binaural Beats Sleep Aid, Sleeping Ocean, Ocean Waves for Deep Sleep – Seaside Songs (Lulling Ocean Sleep Waves in Binaural Sounds) · Watch on YouTube

youtube_video 1WsI43W3OH8 · row 1WsI43W3OH8

LAION-DISCO-12M

Little Splashing Loop

Listed as Wave Sound Group, Ocean Waves for Deep Sleep, Sea Noise Channel – Little Splashing Loop (Soothing Ocean Sounds) · Watch on YouTube

youtube_video 1ZH2yrmBJTw · row 1ZH2yrmBJTw

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Loopable, The Ocean Outside - Pink Noise

Listed as Ocean Waves for Deep Sleep, Pink Noise Therapy, Peaceful Nature Music – Loopable, The Ocean Outside - Pink Noise (Nature Sounds - Ocean Music & Pink Noise, Loopable) · Watch on YouTube

youtube_video 1_Tjnywu1Yg · row 1_Tjnywu1Yg

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

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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

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Tidal Foam Tingles

Listed as Sea Waves Sounds, Wonderclouds, Ocean Waves for Deep Sleep – Tidal Foam Tingles (ASMR Ocean Waves: Tingles and Tranquility Beneath the Tide) · Watch on YouTube

youtube_video 2dzAfW4Haj4 · row 2dzAfW4Haj4

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(Loopable) Water Background, Pink Noise

Listed as Ocean Waves for Deep Sleep, Peaceful Nature Music, Pink Noise Therapy – (Loopable) Water Background, Pink Noise (Nature Sounds - Ocean Music & Pink Noise, Loopable) · Watch on YouTube

youtube_video 2guoW1a867Y · row 2guoW1a867Y

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Cold Ripple

Listed as Relax Chillout Lounge, Sleeping Ocean, Ocean Waves for Deep Sleep – Cold Ripple (Ocean Days: Bubbly Rushing Waves) · Watch on YouTube

youtube_video 4XY55_XJ6XE · row 4XY55_XJ6XE

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Beach Ocean Waves

Listed as Alpha Waves Concentration, Pink Noise Therapy, Ocean Waves for Deep Sleep – Beach Ocean Waves (Nature Music: Beach Sounds for Sleep) · Watch on YouTube

youtube_video 5-fS5gnvkvA · row 5-fS5gnvkvA

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Ocean Resonance Echo Harmony

Listed as Calming Brown Restful Sounds, Ocean Waves for Deep Sleep, Mellow Sunday Morning Music – Ocean Resonance Echo Harmony (Ocean Echoes: Melodic Tide Resonance) · Watch on YouTube

youtube_video 5sscp2eIp00 · row 5sscp2eIp00

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Sleepy Sea Sound

Listed as Ocean Waves for Deep Sleep, Wave Sound Group, Sea Noise Channel – Sleepy Sea Sound (Ocean Sounds - Relaxing Sleep) · Watch on YouTube

youtube_video 6ED--1rYz3U · row 6ED--1rYz3U

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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

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Waves - Nature Elements

Listed as Sea Noise Channel, Ocean Waves for Deep Sleep, Wave Sound Group – Waves - Nature Elements (Relaxing Nature Ocean Ambience Meditation) · Watch on YouTube

youtube_video 7H56NlLtl2c · row 7H56NlLtl2c

LAION-DISCO-12M

Ocean Noise for Studying

Listed as Ocean Waves for Deep Sleep, Sleeping Ocean, Seas of Dreams – Ocean Noise for Studying (Melodic Ocean Lullaby: Binaural Sleep Tune Therapy Music) · Watch on YouTube

youtube_video 7aOrG_BIAI0 · row 7aOrG_BIAI0

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Oceana

Listed as Alpha Waves Concentration, Pink Noise Therapy, Ocean Waves for Deep Sleep – Oceana (Nature Music: Beach Sounds for Sleep) · Watch on YouTube

youtube_video 8Pe0kdCVeys · row 8Pe0kdCVeys

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Calming Waves Soothe Pets

Listed as Sleepy Pets, Ocean Waves for Deep Sleep, PETS LOVE MUSIC – Calming Waves Soothe Pets (Pets' Ocean Harmony: Calming Waves for Dogs and Cats) · Watch on YouTube

youtube_video AqkzV4rVIRs · row AqkzV4rVIRs

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Canine Ocean Lull

Listed as Ocean Waves for Deep Sleep, Dog Music Bliss, Separation Anxiety Dog Music – Canine Ocean Lull (Ocean Wave Dreams: Dog Chillout Sleeping Sounds) · Watch on YouTube

youtube_video FTuDJNFqSvU · row FTuDJNFqSvU

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Seaside Whiskers Tune

Listed as Ocean Waves for Deep Sleep, A Sound Healer, Music for Relaxing Cats – Seaside Whiskers Tune (Feline Tide: Ocean Music for Cats) · Watch on YouTube

youtube_video IcKF3j5IgeU · row IcKF3j5IgeU

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Ocean's Lullaby for Sleep

Listed as Ocean Waves for Deep Sleep, Dream Frequency, Sleepless Eye – Ocean's Lullaby for Sleep (Seaside Sleep Symphony: Nature's Ocean Calm) · Watch on YouTube

youtube_video IkHVKfrUahU · row IkHVKfrUahU

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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

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Serene Nightscapes Sleep

Listed as Music For Absolute Sleep, Ocean Waves for Deep Sleep, Blissfulness – Serene Nightscapes Sleep (Oceans Sleep: Serene Nightscapes) · Watch on YouTube

youtube_video O07dhD__LEM · row O07dhD__LEM

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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

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Ocean Harmony for Companions

Listed as Sleepy Pets, Ocean Waves for Deep Sleep, PETS LOVE MUSIC – Ocean Harmony for Companions (Pets' Ocean Harmony: Calming Waves for Dogs and Cats) · Watch on YouTube

youtube_video SyxPZ6AZSqQ · row SyxPZ6AZSqQ

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Enjoy Sea Music to Take You Away

Listed as Ocean Waves for Deep Sleep – Enjoy Sea Music to Take You Away (Enjoy Sea Music to Take You Away) · Watch on YouTube

youtube_video TXAmL-a4ICY · row TXAmL-a4ICY

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Calm Coastal Cadence

Listed as Binaural Beats Sleep Aid, Sleeping Ocean, Ocean Waves for Deep Sleep – Calm Coastal Cadence (Lulling Ocean Sleep Waves in Binaural Sounds) · Watch on YouTube

youtube_video UI6rEX1Px9Q · row UI6rEX1Px9Q

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Drifting Deep Blue Calm

Listed as Power and Energy, Ocean Waves for Deep Sleep, Sleepy Side – Drifting Deep Blue Calm (Ocean Dreams: Sleep Waves) · Watch on YouTube

youtube_video V5G3Ez-u13U · row V5G3Ez-u13U

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Binaural Ocean Farewell

Listed as Ocean Waves for Deep Sleep, Solfeggio, Ocean Waves – Binaural Ocean Farewell (Coastal Cadence: Binaural Ocean Resonance) · Watch on YouTube

youtube_video VDzWe3Y6-S0 · row VDzWe3Y6-S0

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Peaceful Dream

Listed as Ocean Waves for Deep Sleep, Wave Sounds For Sleep, Sleep Alpha Waves – Peaceful Dream (Sleepy Waves: Tranquil Ocean Beats and Chill Sounds) · Watch on YouTube

youtube_video ViHrOjGz89Q · row ViHrOjGz89Q

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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

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Feline's Seashore Calm

Listed as Ocean Waves for Deep Sleep, A Sound Healer, Music for Relaxing Cats – Feline's Seashore Calm (Feline Tide: Ocean Music for Cats) · Watch on YouTube

youtube_video Yw3ODqTAlM8 · row Yw3ODqTAlM8

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Ocean Breath for Yoga Ease

Listed as Yoga Music Theme, Ocean Waves for Deep Sleep, Finding Frequency – Ocean Breath for Yoga Ease (Calming Yoga Music with Ocean Sounds) · Watch on YouTube

youtube_video bdzC8TtaKEk · row bdzC8TtaKEk

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Nature Sounds - Ocean Music & Brown Noise, Loopable

Listed as Ocean Waves for Deep Sleep, Peaceful Nature Music, Brown Noise Warriors – Nature Sounds - Ocean Music & Brown Noise, Loopable (Nature Sounds - Ocean Music & Brown Noise, Loopable) · Watch on YouTube

youtube_video d_JiPM9MDv0 · row d_JiPM9MDv0

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Baby Sleep Ocean

Listed as Heavenly Lullaby, Ocean Waves for Deep Sleep, Krishna's Flute – Baby Sleep Ocean (Ocean Lullabies: Baby Sleep Symphony) · Watch on YouTube

youtube_video eK9k-xnUiw4 · row eK9k-xnUiw4

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Sea Waves Sounds for Sleep – Loopable (feat. Ocean Sleeping Baby)

Listed as Ocean Waves for Deep Sleep – Sea Waves Sounds for Sleep – Loopable (feat. Ocean Sleeping Baby) (Sounds of Nature and White Noise for Sleep. Great Collection of Rain, Storm, Ocean, White Noise and Brown Noise for Baby Sleep) · Watch on YouTube

youtube_video fEHWzmYGSG8 · row fEHWzmYGSG8

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Gentle Sleepy Waves

Listed as Ocean Waves for Deep Sleep, Wave Sound Group, Sea Noise Channel – Gentle Sleepy Waves (Ocean Sounds - Relaxing Sleep) · Watch on YouTube

youtube_video fvhpeNYJOjI · row fvhpeNYJOjI

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Tranquil Dreamscape by the Sea

Listed as Ocean Waves for Deep Sleep, The Sleep Music Dreamers, Sleeping Alpha Waves – Tranquil Dreamscape by the Sea (Oceanic Dreams: Calm Sleep with Chill Music) · Watch on YouTube

youtube_video g-dSlU9LT94 · row g-dSlU9LT94

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Rest with Ocean's Song

Listed as Ocean Waves for Deep Sleep, Dream Frequency, Sleepless Eye – Rest with Ocean's Song (Seaside Sleep Symphony: Nature's Ocean Calm) · Watch on YouTube

youtube_video hTDv2j4v9i8 · row hTDv2j4v9i8

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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

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Coastal Cadence Intro

Listed as Ocean Waves for Deep Sleep, Solfeggio, Ocean Waves – Coastal Cadence Intro (Coastal Cadence: Binaural Ocean Resonance) · Watch on YouTube

youtube_video jPQ-_RXRMJw · row jPQ-_RXRMJw

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Ocean Sleep Ballet

Listed as The Sleep Crew, Ocean Waves for Deep Sleep, 6Minute Nap – Ocean Sleep Ballet (Ocean Sleep: Nocturne Gentle Waves) · Watch on YouTube

youtube_video klME1YFsXRk · row klME1YFsXRk

LAION-DISCO-12M

Moderate Sea Sounds For Healthy Sleep To Repeat for 10 Hours

Listed as Ocean Wave Sounds, Ocean Waves for Deep Sleep, Piano and Ocean Waves – Moderate Sea Sounds For Healthy Sleep To Repeat for 10 Hours (Cozy Wave Sounds For Easy Sleep) · Watch on YouTube

youtube_video lPjMSaX_Fqc · row lPjMSaX_Fqc

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Island In The Stream

Listed as Ocean Waves for Deep Sleep, Moods & Water sounds, Water and River Sounds – Island In The Stream (Ocean Dream Experience) · Watch on YouTube

youtube_video mdt2qLRelUI · row mdt2qLRelUI

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Waves : Deep Sleep Sounds (Loopable)

Listed as Ocean Waves for Deep Sleep – Waves : Deep Sleep Sounds (Loopable) (Waves : Deep Sleep Sounds (Loopable)) · Watch on YouTube

youtube_video muUhK8nq8Q8 · row muUhK8nq8Q8

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Gentle Oceanic Embrace Sounds

Listed as Mindvellous, Ocean Waves for Deep Sleep, Atmospheric Force – Gentle Oceanic Embrace Sounds (The Ocean's Embrace: Nature's Soothing Sounds) · Watch on YouTube

youtube_video n4DrFLxt2pQ · row n4DrFLxt2pQ

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Serene Sea Sounds for Inner Peace

Listed as Yoga Music Theme, Ocean Waves for Deep Sleep, Finding Frequency – Serene Sea Sounds for Inner Peace (Calming Yoga Music with Ocean Sounds) · Watch on YouTube

youtube_video oGTflxsoHmI · row oGTflxsoHmI

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A Deep Sleep With Water Sounds

Listed as Music For Sleep, Sleeping Ember, Ocean Waves for Deep Sleep – A Deep Sleep With Water Sounds (Sweet Dreams: The Best Soothing Ocean Music To Fall Asleep In Minutes) · Watch on YouTube

youtube_video qmY-8-Xop14 · row qmY-8-Xop14

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Soothing Ocean Waves for Cats

Listed as Spirits Of Our Dreams, Ocean Waves for Deep Sleep, Sleepy Cats – Soothing Ocean Waves for Cats (Cats and Ocean Waves: Soothing Seashore Melodies) · Watch on YouTube

youtube_video qrNOaFzrguU · row qrNOaFzrguU

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Deep Sleep Lucid Dreams

Listed as Ocean Waves for Deep Sleep, Wave Sounds For Sleep, Sleep Alpha Waves – Deep Sleep Lucid Dreams (Sleepy Waves: Tranquil Ocean Beats and Chill Sounds) · Watch on YouTube

youtube_video vAtxh07GQY4 · row vAtxh07GQY4

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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.

Is this you?