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 Nature Sound, Distinct Paradise Ocean Waves, Castle Hill Lighthouse

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.

Nature Sound

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

youtube_video -WFTKPSrAgw · row -WFTKPSrAgw

LAION-DISCO-12M

Distinct Paradise Ocean Waves

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

youtube_video 0aLSK7uXxro · row 0aLSK7uXxro

LAION-DISCO-12M

Castle Hill Lighthouse

Listed as Ocean Sounds – Castle Hill Lighthouse (Ocean Sounds of Newport) · Watch on YouTube

youtube_video 0ri6Myfmvu8 · row 0ri6Myfmvu8

LAION-DISCO-12M

Idyllic Meditation Beach Sounds

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

youtube_video 1Wvr8siM7q0 · row 1Wvr8siM7q0

LAION-DISCO-12M

Enjoyable Bayside Ocean Sounds

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

youtube_video 3RdRQ--C5YQ · row 3RdRQ--C5YQ

LAION-DISCO-12M

Wonderful Shoreline Ocean Sounds

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

youtube_video 4f86dFffvpA · row 4f86dFffvpA

LAION-DISCO-12M

Beach Waves

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

youtube_video 7uqE8qIVq38 · row 7uqE8qIVq38

LAION-DISCO-12M

Crisp Jamaica Beach Sounds

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

youtube_video 8qncH8zVmH0 · row 8qncH8zVmH0

LAION-DISCO-12M

Appealing Paradise Ocean Waves

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

youtube_video 9ySh-3-xMWA · row 9ySh-3-xMWA

LAION-DISCO-12M

Beach Sounds

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

youtube_video B3cLnwqstL0 · row B3cLnwqstL0

LAION-DISCO-12M

Expressive Miami Ocean Sounds

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

youtube_video CTwnUQPfOho · row CTwnUQPfOho

LAION-DISCO-12M

Beach Sounds

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

youtube_video DnYEWl_3lmw · row DnYEWl_3lmw

LAION-DISCO-12M

Spirited Shoreline Beach Waves

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

youtube_video EDZofnYDEds · row EDZofnYDEds

LAION-DISCO-12M

Tropical Island Beach Ambience Sound

Listed as Ocean Waves, Ocean Waves for Sleep, Ocean Sounds – Tropical Island Beach Ambience Sound (Tropical Island Beach Ambience Sound) · Watch on YouTube

youtube_video FIeF8DcTaBg · row FIeF8DcTaBg

LAION-DISCO-12M

Ocean Waves

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

youtube_video Fl3e3E48azw · row Fl3e3E48azw

LAION-DISCO-12M

The Breakers

Listed as Ocean Sounds – The Breakers (Ocean Sounds of Newport) · Watch on YouTube

youtube_video GYRhxxD7AZI · row GYRhxxD7AZI

LAION-DISCO-12M

Brisk Paradise Ocean Sounds

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

youtube_video Ikh_9nLxVso · row Ikh_9nLxVso

LAION-DISCO-12M

Lucid Beach Waves

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

youtube_video KM2vMPa_V14 · row KM2vMPa_V14

LAION-DISCO-12M

Inviting Seaside Beach Sounds

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

youtube_video L7DF0jOl6eA · row L7DF0jOl6eA

LAION-DISCO-12M

Miami Beach

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

youtube_video LP6W14g6voU · row LP6W14g6voU

LAION-DISCO-12M

Ocean Sounds

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

youtube_video Mmclj6e5ecU · row Mmclj6e5ecU

LAION-DISCO-12M

Deep Sleep

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

youtube_video NJBxqUaIIco · row NJBxqUaIIco

LAION-DISCO-12M

Energetic Atlantic Beach Waves

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

youtube_video OkgDpQe0GFo · row OkgDpQe0GFo

LAION-DISCO-12M

Ambient Waves

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

youtube_video QE-navkO2s8 · row QE-navkO2s8

LAION-DISCO-12M

Quality Surf Ocean Waves

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

youtube_video So1pLpJKgFo · row So1pLpJKgFo

LAION-DISCO-12M

Solid Meditation Ocean Sounds

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

youtube_video Tg8WbRR_B1g · row Tg8WbRR_B1g

LAION-DISCO-12M

Beach Sounds

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

youtube_video XNXXkmhqsjM · row XNXXkmhqsjM

LAION-DISCO-12M

Enchanting Coastal Ocean Sounds

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

youtube_video YuQz_lXHs64 · row YuQz_lXHs64

LAION-DISCO-12M

Beach Sounds

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

youtube_video _lgAoqWpdz8 · row _lgAoqWpdz8

LAION-DISCO-12M

Ocean Recordings

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

youtube_video amF8PN-aXV8 · row amF8PN-aXV8

LAION-DISCO-12M

Energetic Ocean Waves

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

youtube_video c5QZlmr1clo · row c5QZlmr1clo

LAION-DISCO-12M

Scenic Meditation Ocean Waves

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

youtube_video d-anVG81e10 · row d-anVG81e10

LAION-DISCO-12M

Pictorial Summer Ocean Sounds

Listed as Ocean Sounds – Pictorial Summer Ocean Sounds (Deep Ocean Sounds) · Watch on YouTube

youtube_video d1tCjzORnYc · row d1tCjzORnYc

LAION-DISCO-12M

Picturesque Meditative Ocean Waves

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

youtube_video dMtZrufbrus · row dMtZrufbrus

LAION-DISCO-12M

Comforting Atlantic Beach Waves

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

youtube_video dtpkHZPwtjw · row dtpkHZPwtjw

LAION-DISCO-12M

Ocean Sounds

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

youtube_video eF5xothjrcs · row eF5xothjrcs

LAION-DISCO-12M

Cisco Beach

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

youtube_video eJ0M9Y75_Fc · row eJ0M9Y75_Fc

LAION-DISCO-12M

Sunny Playa Del Carmen Ocean Waves

Listed as Ocean Sounds – Sunny Playa Del Carmen Ocean Waves (Ocean Sounds) · Watch on YouTube

youtube_video id9iQgDSUdY · row id9iQgDSUdY

LAION-DISCO-12M

Captivating Atlantic Beach Waves

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

youtube_video lPh9Wh7Igwo · row lPh9Wh7Igwo

LAION-DISCO-12M

Energetic Beach Sounds

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

youtube_video nvzlrzmmZmE · row nvzlrzmmZmE

LAION-DISCO-12M

Beckoning Atlantic Ocean Waves

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

youtube_video qWKmKlbHn_o · row qWKmKlbHn_o

LAION-DISCO-12M

Energetic Jamaican Beach Waves

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

youtube_video rbK5SJmObdo · row rbK5SJmObdo

LAION-DISCO-12M

Zen Rain

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

youtube_video tkvhHZV25DQ · row tkvhHZV25DQ

LAION-DISCO-12M

Exotic Ocean Sounds

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

youtube_video w3eqi1eZ8EQ · row w3eqi1eZ8EQ

LAION-DISCO-12M

Pictorial Tropical Ocean Waves

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

youtube_video xAOeLqxYXlk · row xAOeLqxYXlk

LAION-DISCO-12M

Ocean Beach Sounds

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

youtube_video xHMwBGLAoXs · row xHMwBGLAoXs

LAION-DISCO-12M

Serene Meditation Beach Sounds

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

youtube_video ySUfrFf7IDI · row ySUfrFf7IDI

LAION-DISCO-12M

Quality Sandy Beach Sounds

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

youtube_video yhowQnNzVv4 · row yhowQnNzVv4

LAION-DISCO-12M

Gratifying Jamaica Ocean Waves

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

youtube_video ymUvWSho5XU · row ymUvWSho5XU

LAION-DISCO-12M

Relaxing Ocean Waves

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

youtube_video zhjVNMpnBNU · row zhjVNMpnBNU

LAION-DISCO-12M

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.