YouTrained

Artist Wave and Ocean sounds on YouTube Music

Yes. Wave and Ocean sounds has 13 songs listed in a dataset used to train AI music models.

Used for training 13

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 ASMR Effective Water Waves Wave and Ocean Sound for Good Sleep and Relaxation, Gentle Slumber Oceanic Echo, Loopable Calming Sea and Ocean Wave and Ocean Sound for Good Sleeping and Relaxation

Listed under the artist name 13 songs in LAION-DISCO-12M

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

ASMR Effective Water Waves Wave and Ocean Sound for Good Sleep and Relaxation

Listed as Wave and Ocean sounds, River Sounds, Wave Ocean River Sounds – ASMR Effective Water Waves Wave and Ocean Sound for Good Sleep and Relaxation (Best Collection of Healing and Soothing Wave and Ocean Sounds) · Watch on YouTube

youtube_video -iJ1kLfXrqQ · row -iJ1kLfXrqQ

LAION-DISCO-12M

Gentle Slumber Oceanic Echo

Listed as Power and Energy, Wave and Ocean sounds, Music For Sleep – Gentle Slumber Oceanic Echo (Oceanic Sleep: Gentle Waves Lulling) · Watch on YouTube

youtube_video 3UBaF8hXB9g · row 3UBaF8hXB9g

LAION-DISCO-12M

Loopable Calming Sea and Ocean Wave and Ocean Sound for Good Sleeping and Relaxation

Listed as Wave and Ocean sounds, River Sounds, Wave Ocean River Sounds – Loopable Calming Sea and Ocean Wave and Ocean Sound for Good Sleeping and Relaxation (Best Collection of Healing and Soothing Wave and Ocean Sounds) · Watch on YouTube

youtube_video 9mmxF-CDze4 · row 9mmxF-CDze4

LAION-DISCO-12M

Sleep Waves Oceanic Calm

Listed as Power and Energy, Wave and Ocean sounds, Music For Sleep – Sleep Waves Oceanic Calm (Oceanic Sleep: Gentle Waves Lulling) · Watch on YouTube

youtube_video SxFslhnA6AU · row SxFslhnA6AU

LAION-DISCO-12M

Perfect Water Slow Wave and Ocean sound for Gentle Night Sleep and Relaxation

Listed as River Sounds, Wave Ocean River Sounds, Wave and Ocean sounds – Perfect Water Slow Wave and Ocean sound for Gentle Night Sleep and Relaxation (Most Awaited Collection of Wave and Ocean Sounds) · Watch on YouTube

youtube_video U_2XFxJ1xQ8 · row U_2XFxJ1xQ8

LAION-DISCO-12M

Sleepy Ocean Night Murmur

Listed as Power and Energy, Wave and Ocean sounds, Music For Sleep – Sleepy Ocean Night Murmur (Oceanic Sleep: Gentle Waves Lulling) · Watch on YouTube

youtube_video XTLaP98ikEU · row XTLaP98ikEU

LAION-DISCO-12M

Nautical Zen Retreat

Listed as Ocean Waves, Wave and Ocean sounds, Relax with Waves – Nautical Zen Retreat (Relaxation Haven: Oceanic Tranquility Waves) · Watch on YouTube

youtube_video YFcMgVj1D30 · row YFcMgVj1D30

LAION-DISCO-12M

Ocean Waves Natural Sleep-Aid

Listed as Sleeping Ocean, Ocean Waves, Wave and Ocean sounds – Ocean Waves Natural Sleep-Aid (Relaxing Ocean Wave Total Relaxation Vol. 1) · Watch on YouTube

youtube_video Yi9QWwhKTfs · row Yi9QWwhKTfs

LAION-DISCO-12M

Sleep Melody Oceanic Breeze

Listed as Power and Energy, Wave and Ocean sounds, Music For Sleep – Sleep Melody Oceanic Breeze (Oceanic Sleep: Gentle Waves Lulling) · Watch on YouTube

youtube_video eGuo5Ayf7m4 · row eGuo5Ayf7m4

LAION-DISCO-12M

Gentle Oceanic Sleep Tunes

Listed as Power and Energy, Wave and Ocean sounds, Music For Sleep – Gentle Oceanic Sleep Tunes (Oceanic Sleep: Gentle Waves Lulling) · Watch on YouTube

youtube_video fxISluDB7oQ · row fxISluDB7oQ

LAION-DISCO-12M

Oceanic Lullaby Sleepy Tide

Listed as Power and Energy, Wave and Ocean sounds, Music For Sleep – Oceanic Lullaby Sleepy Tide (Oceanic Sleep: Gentle Waves Lulling) · Watch on YouTube

youtube_video goBl4VYE5fY · row goBl4VYE5fY

LAION-DISCO-12M

Gentle Waves Sleepy Ocean

Listed as Power and Energy, Wave and Ocean sounds, Music For Sleep – Gentle Waves Sleepy Ocean (Oceanic Sleep: Gentle Waves Lulling) · Watch on YouTube

youtube_video pQgP16z77mw · row pQgP16z77mw

LAION-DISCO-12M

Calming Water Sound and Wave and Ocean Sounds to Calm the Nerves

Listed as Wave and Ocean sounds, Wave Ocean River Sounds, River Sounds – Calming Water Sound and Wave and Ocean Sounds to Calm the Nerves (Mesmerizing Collection of Wave and Ocean Sounds) · Watch on YouTube

youtube_video rTqSBsn2Vu8 · row rTqSBsn2Vu8

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.

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.