Yes. Calming Waves has 83 songs listed in a dataset used to train AI music models.

Used for training 83

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 Relaxing Ocean Sounds Soothing Sounds Loopable for 8 Hours, Binaural Seaside Serenade, Sea Waves Crashing into the Cliffs

Listed under the artist name 83 songs in LAION-DISCO-12M

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

Relaxing Ocean Sounds Soothing Sounds Loopable for 8 Hours

Listed as Smooth Wave, Calming Waves, Alpha Wave Movement – Relaxing Ocean Sounds Soothing Sounds Loopable for 8 Hours (River Sounds Pure Relaxation) · Watch on YouTube

youtube_video 2BozjfnG5fA · row 2BozjfnG5fA

LAION-DISCO-12M

Binaural Seaside Serenade

Listed as Ocean, Calming Waves, Earth Frequencies and 432 Hz Frequencies – Binaural Seaside Serenade (Pet's Harmony: Binaural Oceanic Serenades) · Watch on YouTube

youtube_video 91mldIXEP4k · row 91mldIXEP4k

LAION-DISCO-12M

Sea Waves Crashing into the Cliffs

Listed as Ocean Sounds Collection, Rain Sounds, Calming Waves – Sea Waves Crashing into the Cliffs (Sea Better Focus and Concentration) · Watch on YouTube

youtube_video APR22DcbQeQ · row APR22DcbQeQ

LAION-DISCO-12M

Personal Wave Therapy Healing Water Sounds For Adult and Babies Sleep

Listed as Calming Waves, Alpha Wave Movement, Smooth Wave – Personal Wave Therapy Healing Water Sounds For Adult and Babies Sleep (River Sounds Better Focus and Concentration) · Watch on YouTube

youtube_video BBp5RwcKmbo · row BBp5RwcKmbo

LAION-DISCO-12M

Ocean Wave Sounds With Nature Sounds To Help your Baby Sleep

Listed as Alpha Wave Movement, Calming Waves, Smooth Wave – Ocean Wave Sounds With Nature Sounds To Help your Baby Sleep (Relaxing Waves Sound) · Watch on YouTube

youtube_video EoBBGhDCrQE · row EoBBGhDCrQE

LAION-DISCO-12M

Peaceful Claw

Listed as Ocean, Calming Waves, Earth Frequencies and 432 Hz Frequencies – Peaceful Claw (Pet's Harmony: Binaural Oceanic Serenades) · Watch on YouTube

youtube_video Gg221WhRYVk · row Gg221WhRYVk

LAION-DISCO-12M

Ocean Waves Sounds With Rain To Loop for 24 Hours

Listed as Smooth Wave, Alpha Wave Movement, Calming Waves – Ocean Waves Sounds With Rain To Loop for 24 Hours (Relaxing Ocean Sounds Best Water Sounds) · Watch on YouTube

youtube_video H1gbC0sxlAA · row H1gbC0sxlAA

LAION-DISCO-12M

A Roaring Ocean

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

youtube_video IG51l6PgRpI · row IG51l6PgRpI

LAION-DISCO-12M

Personal Wave Therapy The Best Water Sounds To Help with Meditation

Listed as Smooth Wave, Calming Waves, Alpha Wave Movement – Personal Wave Therapy The Best Water Sounds To Help with Meditation (Relaxing River Sounds) · Watch on YouTube

youtube_video KOUCIdVRaFY · row KOUCIdVRaFY

LAION-DISCO-12M

Diving into the Water

Listed as Calming Waves, Rain Sounds, Ocean Sounds Collection – Diving into the Water (Water Sound Peaceful and Restful Night) · Watch on YouTube

youtube_video MQrYOCA6Zdw · row MQrYOCA6Zdw

LAION-DISCO-12M

Ocean Waves Sounds For Healthy Sleep Ambience Sounds

Listed as Alpha Wave Movement, Calming Waves, Smooth Wave – Ocean Waves Sounds For Healthy Sleep Ambience Sounds (Water Sound) · Watch on YouTube

youtube_video NbuNwk2QbHc · row NbuNwk2QbHc

LAION-DISCO-12M

Sound of Surf Ambient

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

youtube_video O1X2JSutgkE · row O1X2JSutgkE

LAION-DISCO-12M

8 Hours Waterfall in Forest

Listed as Ocean Sounds Collection, Calming Waves, Rain Sounds – 8 Hours Waterfall in Forest (Sea Better Focus and Concentration) · Watch on YouTube

youtube_video Pjm5f-NzzrE · row Pjm5f-NzzrE

LAION-DISCO-12M

Black Sea Sea Shore Sound

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

youtube_video Rs2m5nnYtjA · row Rs2m5nnYtjA

LAION-DISCO-12M

Wave Sounds For Easy Sleep For Good and Deep Sleep

Listed as Calming Waves, Alpha Wave Movement, Smooth Wave – Wave Sounds For Easy Sleep For Good and Deep Sleep (River Sounds Pure Relaxation) · Watch on YouTube

youtube_video T0_vEqgyKPE · row T0_vEqgyKPE

LAION-DISCO-12M

Soft Ocean Ocean Lullaby To Help with Meditation

Listed as Smooth Wave, Calming Waves, Alpha Wave Movement – Soft Ocean Ocean Lullaby To Help with Meditation (Ocean Sound Peaceful and Restful Night) · Watch on YouTube

youtube_video WU4qTP5wDFo · row WU4qTP5wDFo

LAION-DISCO-12M

Sleepy Sea Sounds For Easy Sleep For Taking a Nap

Listed as Alpha Wave Movement, Smooth Wave, Calming Waves – Sleepy Sea Sounds For Easy Sleep For Taking a Nap (River Sounds Peaceful and Restful Night) · Watch on YouTube

youtube_video _ykCrRDfnnM · row _ykCrRDfnnM

LAION-DISCO-12M

Campfire on Beach

Listed as Calming Waves, Ocean Sounds Collection, Rain Sounds – Campfire on Beach (Ocean Sounds Deep Sleep for Babies) · Watch on YouTube

youtube_video d_uXfyL3j-E · row d_uXfyL3j-E

LAION-DISCO-12M

Distant Waves No Fade

Listed as Ocean Sounds Collection, Calming Waves, Rain Sounds – Distant Waves No Fade (Sea Better Focus and Concentration) · Watch on YouTube

youtube_video e-UiKq_o_7w · row e-UiKq_o_7w

LAION-DISCO-12M

Sea Waves Kissing the Beach

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

youtube_video fgraZHaNVRA · row fgraZHaNVRA

LAION-DISCO-12M

Personal Wave Therapy With Rain For Taking a Nap

Listed as Alpha Wave Movement, Calming Waves, Smooth Wave – Personal Wave Therapy With Rain For Taking a Nap (Cozy Wave Sounds For Yoga and Meditation) · Watch on YouTube

youtube_video fz5AksuwxcI · row fz5AksuwxcI

LAION-DISCO-12M

Ocean Waves Crashing onto a Deserted Beach

Listed as Calming Waves, Relaxed Minds, Spa| Relaxation and Dreams – Ocean Waves Crashing onto a Deserted Beach (Ocean Waves Crashing onto a Deserted Beach) · Watch on YouTube

youtube_video g_PY01zxU5Y · row g_PY01zxU5Y

LAION-DISCO-12M

Mindful Oceanic Chimes

Listed as Ocean, Calming Waves, Earth Frequencies and 432 Hz Frequencies – Mindful Oceanic Chimes (Pet's Harmony: Binaural Oceanic Serenades) · Watch on YouTube

youtube_video gkKIkvP7Fj4 · row gkKIkvP7Fj4

LAION-DISCO-12M

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

LAION-DISCO-12M

Rocky Seashore Sound

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

youtube_video iQ5rOfYfRCs · row iQ5rOfYfRCs

LAION-DISCO-12M

Gentle Ocean Sound

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

youtube_video ip8Xd4Va-oE · row ip8Xd4Va-oE

LAION-DISCO-12M

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

LAION-DISCO-12M

Soft Ocean With Nature Music For Taking a Nap

Listed as Smooth Wave, Calming Waves, Alpha Wave Movement – Soft Ocean With Nature Music For Taking a Nap (Waves Sleep for Baby) · Watch on YouTube

youtube_video q70_PwF0Vsg · row q70_PwF0Vsg

LAION-DISCO-12M

Calm Shoreline Symphony

Listed as Ocean, Calming Waves, Earth Frequencies and 432 Hz Frequencies – Calm Shoreline Symphony (Pet's Harmony: Binaural Oceanic Serenades) · Watch on YouTube

youtube_video rzqG7yA_m9I · row rzqG7yA_m9I

LAION-DISCO-12M

Relaxing Ocean Sounds With White Noise Relaxing and Loopable 10 Hours

Listed as Alpha Wave Movement, Calming Waves, Smooth Wave – Relaxing Ocean Sounds With White Noise Relaxing and Loopable 10 Hours (Relaxing Ocean Sounds Best Water Sounds) · Watch on YouTube

youtube_video sCNXBgGULh4 · row sCNXBgGULh4

LAION-DISCO-12M

Wild Swimming in Sea

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

youtube_video uCcepKXplhU · row uCcepKXplhU

LAION-DISCO-12M

Ocean Storm No fade

Listed as Ocean Sounds Collection, Calming Waves, Rain Sounds – Ocean Storm No fade (Sea Better Focus and Concentration) · Watch on YouTube

youtube_video uyhFORE9NsA · row uyhFORE9NsA

LAION-DISCO-12M

Mellow Coastal Breeze

Listed as Ocean, Calming Waves, Earth Frequencies and 432 Hz Frequencies – Mellow Coastal Breeze (Pet's Harmony: Binaural Oceanic Serenades) · Watch on YouTube

youtube_video y43HBgdeIXg · row y43HBgdeIXg

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.