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 Excellent Jamaican Ocean Sounds, Comfortable Natural Beach Waves, Energetic Ocean Sounds

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.

Excellent Jamaican Ocean Sounds

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

youtube_video -v5VzYR2QO4 · row -v5VzYR2QO4

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Comfortable Natural Beach Waves

Listed as Ocean Sounds – Comfortable Natural Beach Waves (Summer Ocean Sounds) · Watch on YouTube

youtube_video 0e6JTBNoVYc · row 0e6JTBNoVYc

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Energetic Ocean Sounds

Listed as Ocean Sounds – Energetic Ocean Sounds (Vivid Ocean Sounds) · Watch on YouTube

youtube_video 1RJtC0cV5P8 · row 1RJtC0cV5P8

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Essential Bayside Ocean Sounds

Listed as Ocean Sounds – Essential Bayside Ocean Sounds (Ocean Nature Sounds) · Watch on YouTube

youtube_video 2qoFqsfbbyo · row 2qoFqsfbbyo

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Sanibel Island

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

youtube_video 3JlIXWiDaXY · row 3JlIXWiDaXY

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Soft Twilight Ocean Sounds

Listed as Ocean Sounds – Soft Twilight Ocean Sounds (Summer Ocean Sounds) · Watch on YouTube

youtube_video 6JfLadLbx8s · row 6JfLadLbx8s

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Ocean Waves

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

youtube_video 6YdSZJfVfI8 · row 6YdSZJfVfI8

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Impeccable Seafront Ocean Waves

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

youtube_video 75aBqrF1K2g · row 75aBqrF1K2g

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Beach Sounds

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

youtube_video AksiSXgynWw · row AksiSXgynWw

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Buddha Beach

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

youtube_video B7cBMLDBV_g · row B7cBMLDBV_g

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Distinguished Nature Ocean Sounds

Listed as Ocean Sounds – Distinguished Nature Ocean Sounds (Relaxing Beach Sounds) · Watch on YouTube

youtube_video Bvf28maUuXU · row Bvf28maUuXU

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Endless Ocean

Listed as Ocean Waves for Sleep – Endless Ocean (Ocean Waves) · Watch on YouTube

youtube_video C-gRZUON1HA · row C-gRZUON1HA

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Small Waves

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

youtube_video CUQC32cLr0k · row CUQC32cLr0k

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Palm Beach Waves

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

youtube_video DYF8SEMNQrg · row DYF8SEMNQrg

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Distinct Hawaii Beach Sounds

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

youtube_video En1rfX843sk · row En1rfX843sk

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Delightful Bayside Beach Sounds

Listed as Ocean Sounds – Delightful Bayside Beach Sounds (Natural Ocean Sounds) · Watch on YouTube

youtube_video FZ_2Hh0LkVI · row FZ_2Hh0LkVI

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Distinctive Natural Beach Sounds

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

youtube_video GwrtuX6OV-o · row GwrtuX6OV-o

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Palm Beach

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

youtube_video Ih-yz8-i76k · row Ih-yz8-i76k

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Energetic Hawaiian Beach Sounds

Listed as Ocean Sounds – Energetic Hawaiian Beach Sounds (Deep Ocean Sounds) · Watch on YouTube

youtube_video Jp-WUp-EN5k · row Jp-WUp-EN5k

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Ocean Recordings

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

youtube_video K1PiznDUA5U · row K1PiznDUA5U

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Waves on the Lake

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

youtube_video K7iW0lfBInE · row K7iW0lfBInE

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Lake Waves

Listed as Ocean Waves for Sleep – Lake Waves (Ocean Waves) · Watch on YouTube

youtube_video LYe4H1rACH4 · row LYe4H1rACH4

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Waves for Meditation

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

youtube_video NfbkzB54FTc · row NfbkzB54FTc

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Cocoa Beach

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

youtube_video Nk6agw42kXM · row Nk6agw42kXM

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Waves for Sleep

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

youtube_video Nwz17R1aEFk · row Nwz17R1aEFk

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Rolling Waves

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

youtube_video O4SKA11mbVU · row O4SKA11mbVU

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Ocean Waves

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

youtube_video PsFkzsUffcU · row PsFkzsUffcU

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White Noise Waves

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

youtube_video QOTPg8cZmxY · row QOTPg8cZmxY

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Ambience

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

youtube_video QOt9eDu3Gf8 · row QOt9eDu3Gf8

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Sharp Meditation Ocean Waves

Listed as Ocean Sounds – Sharp Meditation Ocean Waves (Ocean Relaxation Sounds) · Watch on YouTube

youtube_video QxPpwe8cVYo · row QxPpwe8cVYo

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Soothing Sounds

Listed as Ocean Sounds – Soothing Sounds (Ocean Nature Sounds) · Watch on YouTube

youtube_video RXMTUlOeR7I · row RXMTUlOeR7I

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Meditative Ocean

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

youtube_video Rw20BfjZ78U · row Rw20BfjZ78U

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Ocean Sounds

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

youtube_video Se_B3QXWH-8 · row Se_B3QXWH-8

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Waves on Pebble Beach

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

youtube_video T0X2ltZsdoQ · row T0X2ltZsdoQ

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Waves in September

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

youtube_video Tl5O7faWvc0 · row Tl5O7faWvc0

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Waves and Seagulls

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

youtube_video V5v_5t_UvC0 · row V5v_5t_UvC0

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Dreamy Hawaii Ocean Waves

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

youtube_video Ve2Vb_dYx5Y · row Ve2Vb_dYx5Y

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Delray Beach

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

youtube_video VfFzZyJm33k · row VfFzZyJm33k

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Energetic Nature Ocean Waves

Listed as Ocean Sounds – Energetic Nature Ocean Waves (Gentle Beach Sounds) · Watch on YouTube

youtube_video dvyw9WAfB-M · row dvyw9WAfB-M

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Sooth

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

youtube_video f_x0e7BffPQ · row f_x0e7BffPQ

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Tantalizing Meditation Ocean Waves

Listed as Ocean Sounds – Tantalizing Meditation Ocean Waves (Relaxing Ocean & Beach Sounds) · Watch on YouTube

youtube_video gmcraVyhzEA · row gmcraVyhzEA

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Relaxing Santa Monica Ocean Sounds

Listed as Ocean Sounds – Relaxing Santa Monica Ocean Sounds (Ocean Sounds) · Watch on YouTube

youtube_video h8gzVYOfaaQ · row h8gzVYOfaaQ

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Exquisite Bayside Ocean Sounds

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

youtube_video iXvS_gBlkn0 · row iXvS_gBlkn0

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Ocean Waves

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

youtube_video kSdqruJCtYo · row kSdqruJCtYo

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Elegant Ocean Sounds

Listed as Ocean Sounds – Elegant Ocean Sounds (Ocean Nature Sounds) · Watch on YouTube

youtube_video qSLRmVvpKxU · row qSLRmVvpKxU

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Exceptional Bayside Beach Waves

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

youtube_video uhDfyAXfFj4 · row uhDfyAXfFj4

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Ocean Sounds

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

youtube_video wnILMgfB5FE · row wnILMgfB5FE

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Ocean Waves for Sleep

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

youtube_video x4YDpgWCrAg · row x4YDpgWCrAg

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Relaxing Rainfall

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

youtube_video xahlMEpyELo · row xahlMEpyELo

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Energetic Bayside Beach Sounds

Listed as Ocean Sounds – Energetic Bayside Beach Sounds (Deep Ocean Sounds) · Watch on YouTube

youtube_video xmvCDddL2l0 · row xmvCDddL2l0

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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.