YouTrained

Artist Ocean Waves for Sleep on YouTube Music

Yes. Ocean Waves for Sleep 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 Relaxing Ocean Sounds For Healthy Sleep To Help with Meditation, Ocean and River Sounds Easy Listening For Good and Deep Sleep, Relaxing Rain

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.

Relaxing Ocean Sounds For Healthy Sleep To Help with Meditation

Listed as Ocean Waves For Sleep, Ocean Sounds Spa – Relaxing Ocean Sounds For Healthy Sleep To Help with Meditation (Relaxing River Sound) · Watch on YouTube

youtube_video 05slwzg35pI · row 05slwzg35pI

LAION-DISCO-12M

Ocean and River Sounds Easy Listening For Good and Deep Sleep

Listed as Ocean Live, Nature Sounds, Ocean Waves for Sleep – Ocean and River Sounds Easy Listening For Good and Deep Sleep (River Sounds Deep Sleep for Babies) · Watch on YouTube

youtube_video 16cQ32pCtkA · row 16cQ32pCtkA

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Relaxing Rain

Listed as Ocean Waves for Sleep – Relaxing Rain (Peaceful Sounds for Sleep – Soft Music, Pure Mind, Nature Sounds, Calm Lullabies to Bed, Deep Sleep, Soothing Rain, Relaxing Waves) · Watch on YouTube

youtube_video 2twnnjXoiIk · row 2twnnjXoiIk

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Vivid Sandy Ocean Sounds

Listed as Ocean Waves For Sleep – Vivid Sandy Ocean Sounds (Ocean Waves for Sleep) · Watch on YouTube

youtube_video 4Do_yQsmyf4 · row 4Do_yQsmyf4

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Jungle Waves

Listed as Ocean Waves for Sleep – Jungle Waves (" Serene Wave Music ") · Watch on YouTube

youtube_video 5dzglo-APCc · row 5dzglo-APCc

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REM Phase

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – REM Phase (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video 5fmcPLFV18I · row 5fmcPLFV18I

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Peaceful Summer Beach Sounds

Listed as Ocean Waves For Sleep – Peaceful Summer Beach Sounds (Ocean Sounds) · Watch on YouTube

youtube_video 7xH1aBLzrz4 · row 7xH1aBLzrz4

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Ocean Waves Crashing Ambience

Listed as Ocean Waves for Sleep – Ocean Waves Crashing Ambience (Oceans Waves for Sleep) · Watch on YouTube

youtube_video 8bxY2fgDiYw · row 8bxY2fgDiYw

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Organics

Listed as Dormir Bien, Musica para Dormir Dream House, Ocean Waves For Sleep – Organics (In a Silent Night) · Watch on YouTube

youtube_video AOsbLEnG5PU · row AOsbLEnG5PU

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Stress Relief

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Stress Relief (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video AqbXS7PgpME · row AqbXS7PgpME

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Energetic Ocean Sounds

Listed as Ocean Waves For Sleep – Energetic Ocean Sounds (Ocean Beach Sounds) · Watch on YouTube

youtube_video BHs1F6hGQZQ · row BHs1F6hGQZQ

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Melodious Shower

Listed as Ocean Waves, Relaxing Music, Bedtime with Classic Lullabies – Melodious Shower (Ambient Rain: Fixed Deluge Tones) · Watch on YouTube

youtube_video G5pXbGeCJMU · row G5pXbGeCJMU

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Ultimate Sleep

Listed as Ocean Waves for Sleep – Ultimate Sleep (Calm Ocean Waves for Dreams – Relaxation Music for Night, Ambient Serenity, Harmony of Senses) · Watch on YouTube

youtube_video LD1NxSXfaFM · row LD1NxSXfaFM

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Pure Atmospheres

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Pure Atmospheres (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video MZfTplTR_SQ · row MZfTplTR_SQ

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Sleep Meditation

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Sleep Meditation (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video MbgnWpAOIRo · row MbgnWpAOIRo

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Lounge Music

Listed as Ocean Waves for Sleep – Lounge Music (Water Waves for Mind Calmness – Calming Nature Sounds, New Age Music, Sounds to Relax, Rest a Bit) · Watch on YouTube

youtube_video N3YTy0qPV7w · row N3YTy0qPV7w

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Simple Life

Listed as Dormir Bien, Musica para Dormir Dream House, Ocean Waves For Sleep – Simple Life (In a Silent Night) · Watch on YouTube

youtube_video OOEWu_ElfsM · row OOEWu_ElfsM

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Water Ocean Sounds

Listed as Ocean Waves For Sleep – Water Ocean Sounds (Ocean Beach Sounds) · Watch on YouTube

youtube_video PCucf33becA · row PCucf33becA

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Wonderful Tropical Ocean Waves

Listed as Ocean Waves For Sleep – Wonderful Tropical Ocean Waves (Ocean Beach Sounds) · Watch on YouTube

youtube_video PXyhgYPw9Uo · row PXyhgYPw9Uo

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Bedtime Music

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Bedtime Music (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video QoYPKNxdT7U · row QoYPKNxdT7U

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Beach

Listed as Sounds of Nature Noise, Ocean Sounds FX, Ocean Waves – Beach (Ocean: Beach Atmosphere, Beach Sounds, Ocean Sounds, Sea Sounds) · Watch on YouTube

youtube_video RbZKaCZTb6g · row RbZKaCZTb6g

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Sounds of Solitude

Listed as Sounds of Nature Noise, Nature's Noise, Ocean Waves – Sounds of Solitude (Streams: Gentle Waters) · Watch on YouTube

youtube_video Wyvc4YhMuH4 · row Wyvc4YhMuH4

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Ocean Waves Natural Sleep-Aid

Listed as Sleeping Ocean, Ocean Waves, Wave and Ocean sounds – Ocean Waves Natural Sleep-Aid (Relaxing Ocean Wave Total Relaxation Vol. 1) · Watch on YouTube

youtube_video Yi9QWwhKTfs · row Yi9QWwhKTfs

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Waves: Relaxing

Listed as Ocean Waves For Sleep – Waves: Relaxing (Ocean Waves Sounds) · Watch on YouTube

youtube_video ZbKFpeB9Hdg · row ZbKFpeB9Hdg

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Therapy Music

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Therapy Music (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video _k59AelStjY · row _k59AelStjY

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Guitar Music

Listed as Ocean Waves for Sleep – Guitar Music (Therapy for Pure Mind – Relaxing Waves, Nature Sounds, Peaceful Music to Rest, Pure Sleep, Calm Down, Stress Free, Relief) · Watch on YouTube

youtube_video _tFX2OzwXWM · row _tFX2OzwXWM

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Water Sounds and Nature Sounds

Listed as Sounds of Nature Noise, Ocean Sounds FX, Ocean Waves – Water Sounds and Nature Sounds (Water Sounds and Nature Sounds, Session 6) · Watch on YouTube

youtube_video b_6I5lCRj24 · row b_6I5lCRj24

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Upbeat Ocean Sounds

Listed as Ocean Waves For Sleep – Upbeat Ocean Sounds (Tropical Beach Sounds) · Watch on YouTube

youtube_video cYR5VEXfV_4 · row cYR5VEXfV_4

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Spa

Listed as Ocean Waves for Sleep – Spa (Peaceful Sounds for Sleep – Soft Music, Pure Mind, Nature Sounds, Calm Lullabies to Bed, Deep Sleep, Soothing Rain, Relaxing Waves) · Watch on YouTube

youtube_video ci4cLRj-ROk · row ci4cLRj-ROk

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Calming Waves With White Noise 10 Hours of Deep Sleep

Listed as Ocean Live, Ocean Waves for Sleep, Nature Sounds – Calming Waves With White Noise 10 Hours of Deep Sleep (Personal Wave Therapy For Yoga and Meditation) · Watch on YouTube

youtube_video glS62vMNkbs · row glS62vMNkbs

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Vivid Meditation Beach Sounds

Listed as Ocean Waves For Sleep – Vivid Meditation Beach Sounds (Beach Sounds) · Watch on YouTube

youtube_video gyLVV5IIA44 · row gyLVV5IIA44

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Rushing Water Sounds

Listed as Sounds of Nature Noise, Ocean Sounds FX, Ocean Waves – Rushing Water Sounds (Water Sounds and Nature Sounds, Session 6) · Watch on YouTube

youtube_video h9B-UFLAPAc · row h9B-UFLAPAc

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Vigorous Meditative Ocean Waves

Listed as Ocean Waves For Sleep – Vigorous Meditative Ocean Waves (Ocean Beach Sounds) · Watch on YouTube

youtube_video igCx-iBNl90 · row igCx-iBNl90

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Waves: Pouring

Listed as Ocean Waves For Sleep – Waves: Pouring (Ocean Waves Sounds) · Watch on YouTube

youtube_video j5JKoHl1h2o · row j5JKoHl1h2o

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White Noise Fan

Listed as Ocean Waves For Sleep – White Noise Fan (Relax After Hard Work) · Watch on YouTube

youtube_video jsFm1NE6Oj0 · row jsFm1NE6Oj0

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Waves: Tide Coming In

Listed as Ocean Waves for Sleep – Waves: Tide Coming In (Ocean Waves for Sound Sleep) · Watch on YouTube

youtube_video kylSBN7KpI0 · row kylSBN7KpI0

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أصوات المحيط لنوم الطفل

Listed as Ocean Sounds, Ocean Waves For Sleep – أصوات المحيط لنوم الطفل (!!" Deep Sleep Ocean Sounds "!!) · Watch on YouTube

youtube_video l7pwdlD7fxI · row l7pwdlD7fxI

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Taste of Mindfulness

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Taste of Mindfulness (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video lCErHHYQ88U · row lCErHHYQ88U

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Pure Santa Monica Ocean Sounds

Listed as Ocean Waves For Sleep – Pure Santa Monica Ocean Sounds (Ocean Beach Sounds) · Watch on YouTube

youtube_video lgzzxYHClQg · row lgzzxYHClQg

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Waves: Evening Tide

Listed as Ocean Waves for Sleep – Waves: Evening Tide (Oceans Waves for Sleep) · Watch on YouTube

youtube_video mFmEMJ8-mgc · row mFmEMJ8-mgc

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Waves: Clappering

Listed as Ocean Sounds, Ocean Waves For Sleep – Waves: Clappering (Ocean Waves Sounds) · Watch on YouTube

youtube_video rqR4uKRH3DI · row rqR4uKRH3DI

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Water Sounds

Listed as Ocean Waves For Sleep – Water Sounds (Ocean Waves for Sleep) · Watch on YouTube

youtube_video sfJS5ouSb70 · row sfJS5ouSb70

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Blue Sea Sounds Easy Listening Ambience Sounds

Listed as Ocean Waves for Sleep, Nature Sounds, Ocean Live – Blue Sea Sounds Easy Listening Ambience Sounds (Waves Sound Better Focus and Concentration) · Watch on YouTube

youtube_video syCDP51a3bs · row syCDP51a3bs

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Soft Emotions

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Soft Emotions (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video t6Sj8tWuYWI · row t6Sj8tWuYWI

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Waves Das Rauschen der Wellen

Listed as Ocean Waves For Sleep – Waves Das Rauschen der Wellen (Beach Ocean Noise) · Watch on YouTube

youtube_video uapq6n-EUKo · row uapq6n-EUKo

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Heavy Waves Crashing

Listed as Ocean Sounds, Ocean Waves For Sleep – Heavy Waves Crashing (#01 Baby Sleep Ocean) · Watch on YouTube

youtube_video votcF9StrEw · row votcF9StrEw

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Effective Sleep Aid

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Effective Sleep Aid (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video w-eDHh9f_x4 · row w-eDHh9f_x4

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Breathing Exercises

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Breathing Exercises (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video w2P-DzQCz_M · row w2P-DzQCz_M

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Night Relaxation

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Night Relaxation (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video wxsCvqO3syU · row wxsCvqO3syU

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Relaxing Ocean Waves on a Tropical Island

Listed as Big Sounds, Nature Sounds, Ocean Waves for Sleep – Relaxing Ocean Waves on a Tropical Island (Relaxing Ocean Waves on a Tropical Island) · Watch on YouTube

youtube_video zlU9N_0TlhQ · row zlU9N_0TlhQ

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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?