Yes. Ocean Sounds has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Key West, Nirvana Beach, Exemplary Florida Beach Waves

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Key West

Listed as Ocean Sounds – Key West (Florida: Ocean Sounds for Sleep, Meditation and Yoga) · Watch on YouTube

youtube_video -DMGXxMMRSM · row -DMGXxMMRSM

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Nirvana Beach

Listed as Ocean Sounds – Nirvana Beach (Buddha Beach: Ocean Wave Sounds for Sleep, Meditation, Yoga and Massage) · Watch on YouTube

youtube_video 1mBY4YYIPgA · row 1mBY4YYIPgA

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Exemplary Florida Beach Waves

Listed as Ocean Sounds – Exemplary Florida Beach Waves (Ocean Nature Sounds) · Watch on YouTube

youtube_video 2UHN6SJdqcs · row 2UHN6SJdqcs

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Stirring Ocean Sounds

Listed as Ocean Sounds – Stirring Ocean Sounds (Relaxing Ocean & Beach Sounds) · Watch on YouTube

youtube_video 2kOsg9kSOps · row 2kOsg9kSOps

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Bobbing Waves

Listed as Ocean Sounds – Bobbing Waves (Ocean Sleep) · Watch on YouTube

youtube_video 4lC6ziNhXNo · row 4lC6ziNhXNo

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Hot Jamaica Beach Sounds

Listed as Ocean Sounds – Hot Jamaica Beach Sounds (Meditation Ocean Sounds) · Watch on YouTube

youtube_video 5bi6TIEbOII · row 5bi6TIEbOII

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Unique Seashore Ocean Waves

Listed as Ocean Sounds – Unique Seashore Ocean Waves (Oceanic Beach Sounds) · Watch on YouTube

youtube_video 6TKu4U0j9cc · row 6TKu4U0j9cc

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Enticing Island Beach Sounds

Listed as Ocean Sounds – Enticing Island Beach Sounds (Natural Ocean Sounds) · Watch on YouTube

youtube_video 6Ur-k-A_75w · row 6Ur-k-A_75w

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Warm Meditation Beach Waves

Listed as Ocean Sounds – Warm Meditation Beach Waves (Flowing Ocean Sounds) · Watch on YouTube

youtube_video 8wBa_6dEmIE · row 8wBa_6dEmIE

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Picturesque Surf Ocean Waves

Listed as Ocean Sounds – Picturesque Surf Ocean Waves (Beach Waves) · Watch on YouTube

youtube_video BkX4knlfazY · row BkX4knlfazY

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Fort Adams

Listed as Ocean Sounds – Fort Adams (Ocean Sounds of Newport) · Watch on YouTube

youtube_video DrkapUfxf5g · row DrkapUfxf5g

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Ocean Recordings

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

youtube_video FYaO9llaNlI · row FYaO9llaNlI

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Exceptional Bayside Beach Waves

Listed as Ocean Sounds – Exceptional Bayside Beach Waves (Ocean Sounds) · Watch on YouTube

youtube_video GjVTdUOdoqw · row GjVTdUOdoqw

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The Beach

Listed as Ocean Sounds – The Beach (Ocean Sleep) · Watch on YouTube

youtube_video H57v7rGa_Ik · row H57v7rGa_Ik

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Superior Tropical Beach Sounds

Listed as Ocean Sounds – Superior Tropical Beach Sounds (Ocean Sounds) · Watch on YouTube

youtube_video IK8kpIYUhz0 · row IK8kpIYUhz0

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Dynamic Island Beach Waves

Listed as Ocean Sounds – Dynamic Island Beach Waves (Ocean Sounds) · Watch on YouTube

youtube_video JHEl3JNI09U · row JHEl3JNI09U

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Euphoric Cay Ocean Sounds

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

youtube_video KZ9FxuXvEJA · row KZ9FxuXvEJA

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Real Fiji Beach Sounds

Listed as Ocean Sounds – Real Fiji Beach Sounds (Gentle Ocean Sounds) · Watch on YouTube

youtube_video Nhfay8Zu_64 · row Nhfay8Zu_64

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Refined Twilight Ocean Sounds

Listed as Ocean Sounds – Refined Twilight Ocean Sounds (Ocean Sounds for Sleep) · Watch on YouTube

youtube_video Ova9mj2JcCI · row Ova9mj2JcCI

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Cheerful Natural Beach Waves

Listed as Ocean Sounds – Cheerful Natural Beach Waves (Vivid Ocean Sounds) · Watch on YouTube

youtube_video Q7U4VFPxqjE · row Q7U4VFPxqjE

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Sandy Neck Beach

Listed as Ocean Sounds – Sandy Neck Beach (Ocean Sounds of Cape Cod and the Islands) · Watch on YouTube

youtube_video QAvAEmzNWpc · row QAvAEmzNWpc

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Indian Ocean

Listed as Ocean Sounds – Indian Ocean (Ocean Sleep) · Watch on YouTube

youtube_video QZfGi3bqnYo · row QZfGi3bqnYo

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Calm Waves

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

youtube_video SMfTuWPZc4g · row SMfTuWPZc4g

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Sailing Sounds of the Caribbean

Listed as Ocean Sounds – Sailing Sounds of the Caribbean (Sailing Sounds of the Caribbean) · Watch on YouTube

youtube_video SZflsua-7eQ · row SZflsua-7eQ

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Fantastic Jamaican Beach Sounds

Listed as Ocean Sounds – Fantastic Jamaican Beach Sounds (Gentle Beach Sounds) · Watch on YouTube

youtube_video Sbgsli7YvXQ · row Sbgsli7YvXQ

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Siesta Beach

Listed as Ocean Sounds – Siesta Beach (Florida: Ocean Sounds for Sleep, Meditation and Yoga) · Watch on YouTube

youtube_video Sx5O-snd8og · row Sx5O-snd8og

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North Light

Listed as Ocean Sounds – North Light (Ocean Sounds of Block Island) · Watch on YouTube

youtube_video V5QbjoJBYWo · row V5QbjoJBYWo

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Hazard's Beach

Listed as Ocean Sounds – Hazard's Beach (Ocean Sounds of Newport) · Watch on YouTube

youtube_video VPijrzDnF8c · row VPijrzDnF8c

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Water Sounds

Listed as Ocean Sounds – Water Sounds (Ocean Sounds) · Watch on YouTube

youtube_video Yf7I_-yg-Mk · row Yf7I_-yg-Mk

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Clearwater Beach

Listed as Ocean Sounds – Clearwater Beach (Florida: Ocean Sounds for Sleep, Meditation and Yoga) · Watch on YouTube

youtube_video YqeOvENUq6w · row YqeOvENUq6w

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Meditation Cove

Listed as Ocean Sounds – Meditation Cove (Buddha Beach: Ocean Wave Sounds for Sleep, Meditation, Yoga and Massage) · Watch on YouTube

youtube_video ZEAMei__Jpc · row ZEAMei__Jpc

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Ocean Sounds Collection

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

youtube_video _swU8cfW9qc · row _swU8cfW9qc

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Coastal Ambience

Listed as Ocean Sounds – Coastal Ambience (Ocean Sleep) · Watch on YouTube

youtube_video cypLfGlFzUM · row cypLfGlFzUM

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Monhegan Island

Listed as Ocean Sounds – Monhegan Island (Monhegan Island) · Watch on YouTube

youtube_video dzUOJ7Sb8c8 · row dzUOJ7Sb8c8

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Brilliant Island Beach Sounds

Listed as Ocean Sounds – Brilliant Island Beach Sounds (Relaxing Beach Sounds) · Watch on YouTube

youtube_video f7dORNp4YcQ · row f7dORNp4YcQ

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At the Beach

Listed as Ocean Sounds – At the Beach (Fresh Ocean Sounds) · Watch on YouTube

youtube_video hqKKLG2A930 · row hqKKLG2A930

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Idyllic Meditation Beach Waves

Listed as Ocean Sounds – Idyllic Meditation Beach Waves (Beach Sounds) · Watch on YouTube

youtube_video jCDG16KpCD0 · row jCDG16KpCD0

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Hawaii Beach Sounds

Listed as Ocean Sounds – Hawaii Beach Sounds (Summer Ocean Sounds) · Watch on YouTube

youtube_video k0EhZQ0wkVY · row k0EhZQ0wkVY

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Choice Nature Ocean Waves

Listed as Ocean Sounds – Choice Nature Ocean Waves (Tropical Ocean Sounds) · Watch on YouTube

youtube_video kAAalqnTOes · row kAAalqnTOes

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Incredible Meditation Ocean Waves

Listed as Ocean Sounds – Incredible Meditation Ocean Waves (Beach Sounds) · Watch on YouTube

youtube_video kwMxgy-jr9k · row kwMxgy-jr9k

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Captiva Beach

Listed as Ocean Sounds – Captiva Beach (Florida: Ocean Sounds for Sleep, Meditation and Yoga) · Watch on YouTube

youtube_video l_EIhFaT_U8 · row l_EIhFaT_U8

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Picturesque Twilight Beach Waves

Listed as Ocean Sounds – Picturesque Twilight Beach Waves (Ocean Sounds for Sleep) · Watch on YouTube

youtube_video lq_B8U0il2o · row lq_B8U0il2o

LAION-DISCO-12M

Bailey's Beach

Listed as Ocean Sounds – Bailey's Beach (Ocean Sounds of Newport) · Watch on YouTube

youtube_video mOsflVzZsjk · row mOsflVzZsjk

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High Waves

Listed as Ocean Sounds – High Waves (Ocean Sleep) · Watch on YouTube

youtube_video o-_L-T-ihXc · row o-_L-T-ihXc

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Ocean Road Beach (The Hamptons)

Listed as Ocean Sounds – Ocean Road Beach (The Hamptons) (The Hamptons: Ocean Wave Sounds for Sleep, Meditation, Yoga and Massage) · Watch on YouTube

youtube_video q87f6xtRHDY · row q87f6xtRHDY

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Jetties Beach

Listed as Ocean Sounds – Jetties Beach (Ocean Sounds of Nantucket) · Watch on YouTube

youtube_video qg0DHvtGuR4 · row qg0DHvtGuR4

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Smooth Meditation Ocean Waves

Listed as Ocean Sounds – Smooth Meditation Ocean Waves (Ocean Nature Sounds) · Watch on YouTube

youtube_video uIUUhWfy2Lg · row uIUUhWfy2Lg

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Relaxing Shoreline Ocean Sounds

Listed as Ocean Sounds – Relaxing Shoreline Ocean Sounds (Relaxing Ocean & Beach Sounds) · Watch on YouTube

youtube_video vZXQsiE8yZg · row vZXQsiE8yZg

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Precious Meditation Ocean Waves

Listed as Ocean Sounds – Precious Meditation Ocean Waves (Vivid Ocean Sounds) · Watch on YouTube

youtube_video xcaAT3fXQDY · row xcaAT3fXQDY

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Ocean Balance

Listed as Ocean Sounds – Ocean Balance (Ocean Sleep) · Watch on YouTube

youtube_video zIrJYJ1iZys · row zIrJYJ1iZys

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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.

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.