YouTrained

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 Cheerful Ocean Waves, Moonlight Over Me, Waves and Birdsong

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.

Cheerful Ocean Waves

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

youtube_video -1iWrQtKtCs · row -1iWrQtKtCs

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Moonlight Over Me

Listed as Ocean Sounds Collection, Soothing Ocean Waves Universe – Moonlight Over Me (Ocean Stress Relief: Ocean Sounds for Pure Relaxation, Mind Purification, Cooling Energy) · Watch on YouTube

youtube_video 2ipAJQ9KbqQ · row 2ipAJQ9KbqQ

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Waves and Birdsong

Listed as Ocean Sounds Collection – Waves and Birdsong (Blissful Hypnotic Waves) · Watch on YouTube

youtube_video 5e-cWi0Awj4 · row 5e-cWi0Awj4

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Perfect Playa del Carmen Ocean Sounds

Listed as Ocean Sounds Collection – Perfect Playa del Carmen Ocean Sounds (Ocean Wave Sounds) · Watch on YouTube

youtube_video 8bJqEyEpKpE · row 8bJqEyEpKpE

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Shingle Beachscape

Listed as Ocean Sounds Collection – Shingle Beachscape (At Peace on the Ocean) · Watch on YouTube

youtube_video 9nxwXCK345M · row 9nxwXCK345M

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Underwater World

Listed as Calm Ocean Sounds, Ocean Sounds Collection, Echoes of Nature – Underwater World (Relaxation Nature Music 2019: 15 New Age Soothing Songs with Sounds of Water, Wind & Animals) · Watch on YouTube

youtube_video B-OyE08QhoQ · row B-OyE08QhoQ

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Sleep Sounds: Water Ambience

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

youtube_video BCDMjWPjnM0 · row BCDMjWPjnM0

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Waves: Evening Tide

Listed as Ocean Sounds Collection – Waves: Evening Tide (At Peace on the Ocean) · Watch on YouTube

youtube_video CT-X6qLHJ9Q · row CT-X6qLHJ9Q

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Sleep Sounds: White Noise Adaman

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

youtube_video D5SY40HOKoA · row D5SY40HOKoA

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Summery Rain

Listed as Sea Ambience, Ocean Sounds Collection – Summery Rain (Delicate Lull) · Watch on YouTube

youtube_video DR9XE_3e8Vo · row DR9XE_3e8Vo

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Ocean Waves

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

youtube_video DmaWVjSd9Xk · row DmaWVjSd9Xk

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Sleep Sounds: Early Morning Ocean

Listed as Ocean Sounds Collection – Sleep Sounds: Early Morning Ocean (Sleep - The Sound of Water) · Watch on YouTube

youtube_video E8_ydXBrrx8 · row E8_ydXBrrx8

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Peaceful Shores

Listed as Ocean Sounds Collection – Peaceful Shores (Blissful Hypnotic Waves) · Watch on YouTube

youtube_video EGjxWz4QCos · row EGjxWz4QCos

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Gentle Water

Listed as Ocean Sounds Collection, Water Spa – Gentle Water (Blissful Water) · Watch on YouTube

youtube_video EWbfiscLibA · row EWbfiscLibA

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Waves: Summer Sea

Listed as Ocean Sounds Collection – Waves: Summer Sea (Ocean Sound Collection) · Watch on YouTube

youtube_video EhAkBll4g_8 · row EhAkBll4g_8

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White Noise Fan

Listed as Ocean Sounds Collection, Ocean Waves For Sleep, Ocean Sounds – White Noise Fan (White Noise At Sunset) · Watch on YouTube

youtube_video FjFV6aGWhAc · row FjFV6aGWhAc

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Waves: Tide Coming In

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

youtube_video HKbYuxs0OlY · row HKbYuxs0OlY

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Therapeutic Ocean

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

youtube_video K6Zej2Hb2fY · row K6Zej2Hb2fY

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Cozy Wave Sounds Easy Listening Instrumental Noise and Music

Listed as Ocean Sleeping Baby, Ocean Sounds Collection, Ocean Waves – Cozy Wave Sounds Easy Listening Instrumental Noise and Music (Calm Ocean Sound) · Watch on YouTube

youtube_video KLCYD971MhQ · row KLCYD971MhQ

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Finding Your Centre

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

youtube_video LaFA9DNdr-g · row LaFA9DNdr-g

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Emotional Sea

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

youtube_video Psw9weFHcQc · row Psw9weFHcQc

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Deluxe California Beach Waves

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

youtube_video RzLZVarkYWo · row RzLZVarkYWo

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Captivating Hawaiian Ocean Waves

Listed as Ocean Sounds Collection – Captivating Hawaiian Ocean Waves (Ocean Wave Sounds) · Watch on YouTube

youtube_video UAomGezgLB4 · row UAomGezgLB4

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Nature Sounds

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

youtube_video VfcjgEBoHBI · row VfcjgEBoHBI

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Zen Summer Ocean Sounds

Listed as Ocean Sounds Collection – Zen Summer Ocean Sounds (Coastal Ocean Sounds) · Watch on YouTube

youtube_video XB0TdIFCT4E · row XB0TdIFCT4E

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Ocean Waves Crashing Ambience

Listed as Ocean Sounds Collection – Ocean Waves Crashing Ambience (Ocean Sound Collection) · Watch on YouTube

youtube_video XEBma0Qj2jE · row XEBma0Qj2jE

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New Waves

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

youtube_video _A6-GxwZg8M · row _A6-GxwZg8M

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Wave Sounds The Best Water Sounds Instant Deep Sleep

Listed as Ocean Sounds Collection, Ocean Waves, Ocean Sleeping Baby – Wave Sounds The Best Water Sounds Instant Deep Sleep (Relaxing Ocean Sounds) · Watch on YouTube

youtube_video aYU9FMuM8qw · row aYU9FMuM8qw

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Rolling Waves on Pebbled Beach

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

youtube_video bUBwI6kCW2E · row bUBwI6kCW2E

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Beach Sounds

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

youtube_video c_cPQjXx7Tg · row c_cPQjXx7Tg

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Waves: Storm at Sea

Listed as Ocean Sounds Collection – Waves: Storm at Sea (At Peace on the Ocean) · Watch on YouTube

youtube_video frmEOrlUvnQ · row frmEOrlUvnQ

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Jungle Waves

Listed as Ocean Sounds Collection – Jungle Waves (Evening Coastal Music) · Watch on YouTube

youtube_video gp1bqqASbLY · row gp1bqqASbLY

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Sound of Raging Ocean Waves

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

youtube_video hZOXRrlZynw · row hZOXRrlZynw

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Woodland Sounds

Listed as Ocean Sounds Collection – Woodland Sounds (Relaxing Tropical Beach: Sea Waves, Wind, Seagulls, Tropical Birds, Wind, New Age Music) · Watch on YouTube

youtube_video jHk3Xme47mg · row jHk3Xme47mg

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Smooth Fiji Ocean Waves

Listed as Ocean Sounds Collection – Smooth Fiji Ocean Waves (Ocean Wave Sounds) · Watch on YouTube

youtube_video k88lZ928pZw · row k88lZ928pZw

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It's Raining

Listed as Sea Ambience, Ocean Sounds Collection – It's Raining (Delicate Lull) · Watch on YouTube

youtube_video kwzdDIZN4EM · row kwzdDIZN4EM

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Choice Hawaii Beach Waves

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

youtube_video l6fiG1n-3bQ · row l6fiG1n-3bQ

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Mists Outside

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

youtube_video mvd-5f3ZnOs · row mvd-5f3ZnOs

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Wild & Free

Listed as Ocean Sounds Collection, Soothing Ocean Waves Universe – Wild & Free (Ocean Stress Relief: Ocean Sounds for Pure Relaxation, Mind Purification, Cooling Energy) · Watch on YouTube

youtube_video nUlEkmKKT_8 · row nUlEkmKKT_8

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Illuminating Sea Ocean Sounds

Listed as Ocean Sounds Collection – Illuminating Sea Ocean Sounds (Ocean Wave Sounds) · Watch on YouTube

youtube_video nftjm4Q770M · row nftjm4Q770M

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Waves Wind and Water

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

youtube_video oAHzDrqBHBg · row oAHzDrqBHBg

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Compelling Bayside Ocean Waves

Listed as Ocean Sounds Collection – Compelling Bayside Ocean Waves (Ocean Wave Sounds) · Watch on YouTube

youtube_video snk57flUOiQ · row snk57flUOiQ

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Tantalizing Malibu Ocean Waves

Listed as Ocean Sounds Collection – Tantalizing Malibu Ocean Waves (Ocean Wave Sounds) · Watch on YouTube

youtube_video tpAjtG2qWdc · row tpAjtG2qWdc

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Rain Sounds

Listed as Ocean Sounds Collection, Water Sounds Music Zone, Chill Out Sounds Collective – Rain Sounds (Chillout By The Ocean: Relaxing Ocean Sounds with Beautiful Ambient Music for Relaxation, Rest, Calming, Stress Relief, Chill Out and Sleep) · Watch on YouTube

youtube_video u5upiqpnQ40 · row u5upiqpnQ40

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Calm Music

Listed as Ocean Sounds Collection – Calm Music (Calmness & Pure Waves – Music for Relaxation, Sea Sounds, Deep Meditation, Soothing Water, Peaceful Mind, Relaxed Soul) · Watch on YouTube

youtube_video uj2nCsjdVrE · row uj2nCsjdVrE

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Lounge Music

Listed as Ocean Sounds Collection – Lounge Music (Calmness & Pure Waves – Music for Relaxation, Sea Sounds, Deep Meditation, Soothing Water, Peaceful Mind, Relaxed Soul) · Watch on YouTube

youtube_video uzC1faEVJ-0 · row uzC1faEVJ-0

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Laid Back Tropical Ocean Sounds

Listed as Ocean Sounds Collection – Laid Back Tropical Ocean Sounds (Ocean Wave Sounds) · Watch on YouTube

youtube_video v9WjyQqYGp8 · row v9WjyQqYGp8

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Scenic Meditation Beach Sounds

Listed as Ocean Sounds Collection – Scenic Meditation Beach Sounds (Ocean Wave Sounds) · Watch on YouTube

youtube_video wxI3EzJuJJE · row wxI3EzJuJJE

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Ocean Waves

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

youtube_video x-47A3g4w2A · row x-47A3g4w2A

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Water Medley

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

youtube_video x-uiPvz8XoU · row x-uiPvz8XoU

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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?