YouTrained

Artist Ocean Sounds White Noise For Sleep on YouTube Music

Yes. Ocean Sounds White Noise For Sleep has 6 songs listed in a dataset used to train AI music models.

Used for training 6

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 Sea Breeze Sanctuary Retreat, Hertz Tones, Sleepy Waves of Serenity

Listed under the artist name 6 songs in LAION-DISCO-12M

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

Sea Breeze Sanctuary Retreat

Listed as Brainwave Binaural, Ocean Sounds White Noise For Sleep, Relaxation Music Guru – Sea Breeze Sanctuary Retreat (Drift Away with the Waves: Binaural Ocean Melodies for Deep Relaxation) · Watch on YouTube

youtube_video 0NPSd3r79xE · row 0NPSd3r79xE

LAION-DISCO-12M

Hertz Tones

Listed as Piano For Studying, Ocean Sounds White Noise For Sleep, Ocean Sounds Collection – Hertz Tones (Water: Ocean Vibe Focus Music) · Watch on YouTube

youtube_video Bkd3ErwkYJ0 · row Bkd3ErwkYJ0

LAION-DISCO-12M

Sleepy Waves of Serenity

Listed as Ocean Sounds White Noise For Sleep, Migration Waves, Ocean Waves Radiance – Sleepy Waves of Serenity (Oceanic Slumber: Tranquil Waves) · Watch on YouTube

youtube_video KlCdQLg2xjQ · row KlCdQLg2xjQ

LAION-DISCO-12M

Stress Relief with Ocean Waves

Listed as Brainwave Binaural, Ocean Sounds White Noise For Sleep, Relaxation Music Guru – Stress Relief with Ocean Waves (Drift Away with the Waves: Binaural Ocean Melodies for Deep Relaxation) · Watch on YouTube

youtube_video _tl3oQJz9sg · row _tl3oQJz9sg

LAION-DISCO-12M

Calming Waves for Relaxation

Listed as Brainwave Binaural, Ocean Sounds White Noise For Sleep, Relaxation Music Guru – Calming Waves for Relaxation (Drift Away with the Waves: Binaural Ocean Melodies for Deep Relaxation) · Watch on YouTube

youtube_video g_JUFi46ADI · row g_JUFi46ADI

LAION-DISCO-12M

Soothing Wave Sounds

Listed as Piano For Studying, Ocean Sounds White Noise For Sleep, Ocean Sounds Collection – Soothing Wave Sounds (Water: Ocean Vibe Focus Music) · Watch on YouTube

youtube_video nK71Nnngw5Q · row nK71Nnngw5Q

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.