YouTrained

Artist Ocean Waves for Deep Sleep on YouTube Music

Yes. Ocean Waves for Deep Sleep has 164 songs listed in a dataset used to train AI music models.

Used for training 164

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 Ocean Nap Etude, Fire Relaxation in the Nature To Repeat for 8 Hours, Ocean Wave Sounds The Best Water Sounds For Good and Deep Sleep

Listed under the artist name 164 songs in LAION-DISCO-12M

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

Ocean Nap Etude

Listed as The Sleep Crew, Ocean Waves for Deep Sleep, 6Minute Nap – Ocean Nap Etude (Ocean Sleep: Nocturne Gentle Waves) · Watch on YouTube

youtube_video 65yd75E30ag · row 65yd75E30ag

LAION-DISCO-12M

Fire Relaxation in the Nature To Repeat for 8 Hours

Listed as Ocean Wave Sounds, Piano and Ocean Waves, Ocean Waves for Deep Sleep – Fire Relaxation in the Nature To Repeat for 8 Hours (Crackling Campfire) · Watch on YouTube

youtube_video 7EihxBAQEhw · row 7EihxBAQEhw

LAION-DISCO-12M

Ocean Wave Sounds The Best Water Sounds For Good and Deep Sleep

Listed as Ocean Wave Sounds, Ocean Waves for Deep Sleep, Piano and Ocean Waves – Ocean Wave Sounds The Best Water Sounds For Good and Deep Sleep (Wave Sounds Better Focus and Concentration) · Watch on YouTube

youtube_video Cnh7wOi8HYY · row Cnh7wOi8HYY

LAION-DISCO-12M

Tranquil Sea Sounds for Paws

Listed as Sleepy Pets, Ocean Waves for Deep Sleep, PETS LOVE MUSIC – Tranquil Sea Sounds for Paws (Pets' Ocean Harmony: Calming Waves for Dogs and Cats) · Watch on YouTube

youtube_video RmqGiHAyK68 · row RmqGiHAyK68

LAION-DISCO-12M

Sleepy Bird Sounds For Concentration For Babies and Infants

Listed as Piano and Ocean Waves, Ocean Wave Sounds, Ocean Waves for Deep Sleep – Sleepy Bird Sounds For Concentration For Babies and Infants (Calming Birds Nature Sounds) · Watch on YouTube

youtube_video Rx3deF_XNPo · row Rx3deF_XNPo

LAION-DISCO-12M

Ocean’s Soothing Waves Pets

Listed as Sleepy Pets, Ocean Waves for Deep Sleep, PETS LOVE MUSIC – Ocean’s Soothing Waves Pets (Pets' Ocean Harmony: Calming Waves for Dogs and Cats) · Watch on YouTube

youtube_video WPW4NF1aWxo · row WPW4NF1aWxo

LAION-DISCO-12M

Peaceful Sleep Currents

Listed as The Sleep Crew, Ocean Waves for Deep Sleep, 6Minute Nap – Peaceful Sleep Currents (Ocean Sleep: Nocturne Gentle Waves) · Watch on YouTube

youtube_video YwCgrprJd2E · row YwCgrprJd2E

LAION-DISCO-12M

Sweet Baby Dreams

Listed as Ocean Waves for Deep Sleep, 432Hz Orbit Energy, Baby Music – Sweet Baby Dreams (Baby Serenity: Binaural Oceanic Theta Waves for Soothing Moments) · Watch on YouTube

youtube_video cMbKm9vhWMw · row cMbKm9vhWMw

LAION-DISCO-12M

Loopable, Big Wet Waves - Brown Noise

Listed as Ocean Waves for Deep Sleep, Peaceful Nature Music, Brown Noise Warriors – Loopable, Big Wet Waves - Brown Noise (Nature Sounds - Ocean Music & Brown Noise, Loopable) · Watch on YouTube

youtube_video kVIEP_41vSg · row kVIEP_41vSg

LAION-DISCO-12M

Soothing Tides Ocean Rest

Listed as Music For Quiet Moments, Ocean Waves for Deep Sleep, Sleep Tech – Soothing Tides Ocean Rest (Ocean Sleep: Soothing Sea Sounds for Deep Rest) · Watch on YouTube

youtube_video qGF37JMPcT8 · row qGF37JMPcT8

LAION-DISCO-12M

Oceanic Melody for Doggos

Listed as Ocean Waves for Deep Sleep, Tranquil Serene, Dog Music Club – Oceanic Melody for Doggos (Deep Ocean Art Song Dog Serenity: Music by the Ocean) · Watch on YouTube

youtube_video qTpX3or4OQU · row qTpX3or4OQU

LAION-DISCO-12M

Riverside Relaxation Echo

Listed as Atmospheric Force, Ocean Waves for Deep Sleep, Relaxing Music Ox – Riverside Relaxation Echo (Waterfall Serenity: Music for Riverside Relaxation) · Watch on YouTube

youtube_video qZAMAjykM8Q · row qZAMAjykM8Q

LAION-DISCO-12M

Soothing Melodies for Sleep

Listed as New York Jazz Lounge, Native American Flute Music, Ocean Waves for Deep Sleep – Soothing Melodies for Sleep (Relax Moment with Ambient Music Vol. 1) · Watch on YouTube

youtube_video rNB_tCjbpd8 · row rNB_tCjbpd8

LAION-DISCO-12M

Perfect Waves and Feel the Power with Nature Songs

Listed as Ocean Waves for Deep Sleep – Perfect Waves and Feel the Power with Nature Songs (2020 Best: Perfect Waves Noises for the Best Sleep) · Watch on YouTube

youtube_video wWDYYltxL04 · row wWDYYltxL04

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.