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 Restful Reverie, Tides of Night's Rest, Soothing Serenades

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.

Restful Reverie

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

youtube_video 0ObzQHY8iwc · row 0ObzQHY8iwc

LAION-DISCO-12M

Tides of Night's Rest

Listed as Sleeping Music, Ocean Waves for Deep Sleep, Trenti – Tides of Night's Rest (Slumberous Ocean: Music for Sleepy Tides) · Watch on YouTube

youtube_video 0b0HehdV7mE · row 0b0HehdV7mE

LAION-DISCO-12M

Soothing Serenades

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

youtube_video 1BmCHassra4 · row 1BmCHassra4

LAION-DISCO-12M

(Loopable) Deep Blue, Pink Noise

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

youtube_video 1nsdCHNuBUM · row 1nsdCHNuBUM

LAION-DISCO-12M

Ocean Dream Waltz

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

youtube_video 2uqLLV1REfg · row 2uqLLV1REfg

LAION-DISCO-12M

Ocean Songs for Sweet Rest

Listed as Ocean Waves for Deep Sleep – Ocean Songs for Sweet Rest (2020 Best: Perfect Waves Noises for the Best Sleep) · Watch on YouTube

youtube_video 4CkiJzcMKE4 · row 4CkiJzcMKE4

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Restful Ocean Cadence

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

youtube_video 5ZGhsT6yIlg · row 5ZGhsT6yIlg

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Cloud Island

Listed as Ocean Waves for Deep Sleep, Yoga Music Spa, Rain Palace – Cloud Island (Lofi Rain: Soulful Rainfall Rhythm) · Watch on YouTube

youtube_video 7x4tk6KcLpI · row 7x4tk6KcLpI

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Night Ocean Soothe

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

youtube_video 9-ufyL8yoo8 · row 9-ufyL8yoo8

LAION-DISCO-12M

Oceanic Naptime

Listed as Ocean Waves for Deep Sleep, Sleep Alpha Wave, Sleep Soothing Waves – Oceanic Naptime (Sleepy Ocean: Calming Ocean Beats and Ambient Sounds) · Watch on YouTube

youtube_video BnLjdRAkE9w · row BnLjdRAkE9w

LAION-DISCO-12M

Flowing with the Ocean's Rhythm

Listed as Yoga Music Theme, Ocean Waves for Deep Sleep, Finding Frequency – Flowing with the Ocean's Rhythm (Calming Yoga Music with Ocean Sounds) · Watch on YouTube

youtube_video BttVDO2Reww · row BttVDO2Reww

LAION-DISCO-12M

Serenading Harmony by the Ocean

Listed as Ocean Waves for Deep Sleep, Binaural Brain Waves, Yoga Playlist – Serenading Harmony by the Ocean (Oceanic Flow: Binaural Waves for Yoga Harmony) · Watch on YouTube

youtube_video EiMGf_NuCkA · row EiMGf_NuCkA

LAION-DISCO-12M

Calm Waves Rolling

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

youtube_video FVvozc1RfMg · row FVvozc1RfMg

LAION-DISCO-12M

Peaceful Ocean Melodies for Cats

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

youtube_video GfHW2eoG9pg · row GfHW2eoG9pg

LAION-DISCO-12M

Gentle Tide for Balance and Flexibility

Listed as Yoga Music Theme, Ocean Waves for Deep Sleep, Finding Frequency – Gentle Tide for Balance and Flexibility (Calming Yoga Music with Ocean Sounds) · Watch on YouTube

youtube_video IVcZaVFyNMY · row IVcZaVFyNMY

LAION-DISCO-12M

Ocean's Gentle Rest

Listed as Sleeping Music, Ocean Waves for Deep Sleep, Trenti – Ocean's Gentle Rest (Slumberous Ocean: Music for Sleepy Tides) · Watch on YouTube

youtube_video J9xnR4bHSto · row J9xnR4bHSto

LAION-DISCO-12M

Oceano Atlantico

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

youtube_video JLMT1OaQN1w · row JLMT1OaQN1w

LAION-DISCO-12M

Sea's Nighttime Soothing Chants

Listed as Music For Quiet Moments, Ocean Waves for Deep Sleep, Sleep Tech – Sea's Nighttime Soothing Chants (Ocean Sleep: Soothing Sea Sounds for Deep Rest) · Watch on YouTube

youtube_video NQMBD-cKeXE · row NQMBD-cKeXE

LAION-DISCO-12M

Symphony by the Seashore

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

youtube_video NQvmCUu26XM · row NQvmCUu26XM

LAION-DISCO-12M

Rest in the Ocean's Whisper

Listed as Sleep Makers Samples, Ocean Waves for Deep Sleep, At The End Of Times – Rest in the Ocean's Whisper (Deep Slumber with Ocean Chill Vibes) · Watch on YouTube

youtube_video OJcuVo3p2N0 · row OJcuVo3p2N0

LAION-DISCO-12M

Ocean Waves - Relaxation (Brown Noise) Loopable

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

youtube_video RoA-4idvmkg · row RoA-4idvmkg

LAION-DISCO-12M

Calm Sleep Aid

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

youtube_video SO-rpnyqAx8 · row SO-rpnyqAx8

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Ocean Sleep Baby Sound – Looped (feat. Ocean Sleeping Baby)

Listed as Ocean Waves for Deep Sleep – Ocean Sleep Baby Sound – Looped (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 UDWEfTaC3SQ · row UDWEfTaC3SQ

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Serene Oceanic Slumber

Listed as Ocean Waves for Deep Sleep, The Sleep Music Dreamers, Sleeping Alpha Waves – Serene Oceanic Slumber (Oceanic Dreams: Calm Sleep with Chill Music) · Watch on YouTube

youtube_video UmKVRgYQW3I · row UmKVRgYQW3I

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Ocean Lullaby Rhythms

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

youtube_video X_tn6YBL0yI · row X_tn6YBL0yI

LAION-DISCO-12M

Moonlit Ocean Whispers

Listed as Ocean Waves for Deep Sleep, Relaxing Ocean Library, Ocean Therapy – Moonlit Ocean Whispers (Dreamy Slumbers: Serene Ocean Sounds) · Watch on YouTube

youtube_video Y3_HxLYjSvM · row Y3_HxLYjSvM

LAION-DISCO-12M

Slumber Ocean Harmony

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

youtube_video YFf3ZInq9Vo · row YFf3ZInq9Vo

LAION-DISCO-12M

Ocean Kelp Rustling

Listed as Ocean Waves for Deep Sleep, Auge Espiritual, Classical Music For Relaxation – Ocean Kelp Rustling (ASMR Ocean Whispers: The Rustling Symphony of Relaxation) · Watch on YouTube

youtube_video YPhodCXyisw · row YPhodCXyisw

LAION-DISCO-12M

Tranquil Sleep Therapy

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

youtube_video ZIJW-O06ouo · row ZIJW-O06ouo

LAION-DISCO-12M

Ocean at Peace

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

youtube_video _YJXoknuNQA · row _YJXoknuNQA

LAION-DISCO-12M

Beach Sounds For Yoga and Meditation For Babies to Sleep

Listed as Piano and Ocean Waves, Ocean Waves for Deep Sleep, Ocean Wave Sounds – Beach Sounds For Yoga and Meditation For Babies to Sleep (Rivers Sleep for Baby) · Watch on YouTube

youtube_video _ZcK6W0Syq0 · row _ZcK6W0Syq0

LAION-DISCO-12M

Eternal Work Efficiency Ocean Nature's Rhythm

Listed as Classical Music For Work, Ocean Waves for Deep Sleep, Hi Freq Samples – Eternal Work Efficiency Ocean Nature's Rhythm (Working by the Ocean: Nature's Productivity Waves) · Watch on YouTube

youtube_video a2eaF6nOBKQ · row a2eaF6nOBKQ

LAION-DISCO-12M

Pets’ Serene Ocean Retreat

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

youtube_video aObXb6jtZRk · row aObXb6jtZRk

LAION-DISCO-12M

Salty Air Serenity in Stretching

Listed as Yoga Music Theme, Ocean Waves for Deep Sleep, Finding Frequency – Salty Air Serenity in Stretching (Calming Yoga Music with Ocean Sounds) · Watch on YouTube

youtube_video cEIt3oy3LX4 · row cEIt3oy3LX4

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Optimal Being

Listed as Ocean Waves for Deep Sleep, Relaxation Channel, Plectrasonics – Optimal Being (Ambient Rain: Escape to Ambient Songs) · Watch on YouTube

youtube_video cGXHBIwCk9c · row cGXHBIwCk9c

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Tranquil Nights

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

youtube_video eMmHhElY8oU · row eMmHhElY8oU

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Timeless Waves Evening Harmony

Listed as Neuron Minds, Sleeping Ocean, Ocean Waves for Deep Sleep – Timeless Waves Evening Harmony (Ocean Essence: Timeless Waves Symphony) · Watch on YouTube

youtube_video ezBnOnuukVw · row ezBnOnuukVw

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Soothing Tides for Pets

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

youtube_video hVvIPAcHdaw · row hVvIPAcHdaw

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Acoustic Deep Sea Murmurs

Listed as Calm music, Ocean Waves for Deep Sleep, Animal Melody Wizard – Acoustic Deep Sea Murmurs (Music of the Deep: Acoustic Ocean Journeys) · Watch on YouTube

youtube_video iJFMiE5_4GY · row iJFMiE5_4GY

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

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

youtube_video k-O9SJO_j-k · row k-O9SJO_j-k

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Sleepy Melodies

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

youtube_video kZXoVC3rCAE · row kZXoVC3rCAE

LAION-DISCO-12M

Sleepy Bird Sounds For Concentration For Babies and Infants

Listed as Ocean Wave Sounds, Ocean Waves for Deep Sleep, Piano and Ocean Waves – Sleepy Bird Sounds For Concentration For Babies and Infants (Birds Chirping) · Watch on YouTube

youtube_video m3hgjBneq5w · row m3hgjBneq5w

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Sleep Wave Melody

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

youtube_video pHok_H_72hU · row pHok_H_72hU

LAION-DISCO-12M

Seaside Calm for Furry Friends

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

youtube_video pbwAJ3sx_Pw · row pbwAJ3sx_Pw

LAION-DISCO-12M

Gentle Waves for Cat's Comfort

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

youtube_video rjzm783ZlZg · row rjzm783ZlZg

LAION-DISCO-12M

Oceanic Oscillations

Listed as Deep Ocean Sounds, Ocean Waves for Deep Sleep, Sea of Waves – Oceanic Oscillations (Deep Ocean Sounds) · Watch on YouTube

youtube_video sseBiSNhKV0 · row sseBiSNhKV0

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Sunny Day at Sea

Listed as Sea Noise Channel, Wave Sound Group, Ocean Waves for Deep Sleep – Sunny Day at Sea (Soothing Ocean Sounds) · Watch on YouTube

youtube_video vnFvfotD49g · row vnFvfotD49g

LAION-DISCO-12M

Tides for Tranquil Nights

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

youtube_video wTJZ7Dl86Hs · row wTJZ7Dl86Hs

LAION-DISCO-12M

Nature Sounds Anti Stress Loop your Whole Sleep

Listed as Piano and Ocean Waves, Ocean Wave Sounds, Ocean Waves for Deep Sleep – Nature Sounds Anti Stress Loop your Whole Sleep (Morning Birds Zen Livingroom) · Watch on YouTube

youtube_video y05qmqriQr8 · row y05qmqriQr8

LAION-DISCO-12M

Seaside Asanas in Calming Music

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

youtube_video yew_Nqfgl6U · row yew_Nqfgl6U

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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?