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 By the Sea, Foamy Figi Beach Waves, Creek Waves
Artist Ocean Sounds Collection on YouTube Music
Yes. Ocean Sounds Collection has 153 songs listed in a dataset used to train AI music models.
Listed under the artist name 153 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
By the Sea
Listed as Ocean Sounds Collection – By the Sea (Healing Water Sounds – Natural Relaxation, Waves of Calmness, No More Stress, Easy Listening) · Watch on YouTube
youtube_video 0pXAuPmQH7c · row 0pXAuPmQH7c
LAION-DISCO-12M
Foamy Figi Beach Waves
Listed as Calming Sounds, Ocean Sounds, Sonidos de la Naturaleza Relajacion, Calm Baby – Foamy Figi Beach Waves (Waves of the Sea, Ocean and Lakes (Loopable Audio for Ambiance, Meditation, Insomnia, and Restless Children)) · Watch on YouTube
youtube_video 2bFraqSSuCA · row 2bFraqSSuCA
LAION-DISCO-12M
Creek Waves
Listed as Ocean Sounds Collection – Creek Waves (Sleep Deeper With Rain) · Watch on YouTube
youtube_video 7PuKc_XFlnA · row 7PuKc_XFlnA
LAION-DISCO-12M
Sleep Sounds: Oceanic Waves
Listed as Ocean Sounds Collection – Sleep Sounds: Oceanic Waves (Sound of Waves on a Relaxing Beach) · Watch on YouTube
youtube_video 8IX1iMZPebQ · row 8IX1iMZPebQ
LAION-DISCO-12M
On the Beach
Listed as The Ocean Waves Expert, Winds and Oceans, Ocean Sounds Collection – On the Beach (Ocean Waves (Natural White Noise for Relaxation)) · Watch on YouTube
youtube_video 8WbkWCtBvp4 · row 8WbkWCtBvp4
LAION-DISCO-12M
Ambient Ocean Waves
Listed as Ocean Sounds Collection, Water Spa – Ambient Ocean Waves (Blissful Water) · Watch on YouTube
youtube_video 9qN4XfXBNTU · row 9qN4XfXBNTU
LAION-DISCO-12M
Spacial Thoughts
Listed as Ocean Sounds Collection – Spacial Thoughts (Sounds For The Tired) · Watch on YouTube
youtube_video AAYCQ9xIx-w · row AAYCQ9xIx-w
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
Fire Crackling Sound Peaceful Ambience Loopable for Babies
Listed as Ocean Sleeping Baby, Ocean Waves, Ocean Sounds Collection – Fire Crackling Sound Peaceful Ambience Loopable for Babies (Campfire Sounds Loopable with no fade) · Watch on YouTube
youtube_video BASW1Fc7b44 · row BASW1Fc7b44
LAION-DISCO-12M
Magical Rain
Listed as Sea Ambience, Ocean Sounds Collection – Magical Rain (Delicate Lull) · Watch on YouTube
youtube_video FuOVPBznD04 · row FuOVPBznD04
LAION-DISCO-12M
Inner Peace
Listed as Nature Radio 1, Solitude Beats, Ocean Sounds Collection – Inner Peace (Meditation: The Best Ocean Playlist For Deep Relaxation) · Watch on YouTube
youtube_video HPns-ypSwFc · row HPns-ypSwFc
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
Sleepy Waves
Listed as Ocean Sounds Collection – Sleepy Waves (Sleep Deeper With Rain) · Watch on YouTube
youtube_video IqEIC-0nhtk · row IqEIC-0nhtk
LAION-DISCO-12M
Tranquil Ocean
Listed as The Ocean Waves Expert, Winds and Oceans, Ocean Sounds Collection – Tranquil Ocean (Sound of the Ocean) · Watch on YouTube
youtube_video ItciymFq37Q · row ItciymFq37Q
LAION-DISCO-12M
Ocean Noise
Listed as Sounds of Nature Relaxation, Ocean Sounds Collection – Ocean Noise (Ocean Soundscapes - Nature Sounds Relaxation, Healing Therapy, Calming Waves, Peace & Harmony, Total Comfort, Deep Rest) · Watch on YouTube
youtube_video LO5z-v5z124 · row LO5z-v5z124
LAION-DISCO-12M
Ocean Sounds
Listed as Ocean Sounds Collection – Ocean Sounds (Coastal Ocean Sounds) · Watch on YouTube
youtube_video M0BblES4xDc · row M0BblES4xDc
LAION-DISCO-12M
Marine Sleep
Listed as Ocean Noise Channel, Ocean Sounds Collection, Calm Sea Sounds – Marine Sleep (Nature Sounds of the Ocean for Relaxation) · Watch on YouTube
youtube_video MiAazZ_v3cY · row MiAazZ_v3cY
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
Stream Trickles
Listed as Ocean Sounds Collection, Water Spa – Stream Trickles (Blissful Water) · Watch on YouTube
youtube_video O3Nl492p4v4 · row O3Nl492p4v4
LAION-DISCO-12M
Dream Journal
Listed as Ocean Sounds Collection – Dream Journal (37 Resting Babies For Peace) · Watch on YouTube
youtube_video OUmWpPSeEQc · row OUmWpPSeEQc
LAION-DISCO-12M
Ocean SoundsFor Deep Sleep Anti Stress To Help with Resting
Listed as Ocean Sleeping Baby, Ocean Sounds Collection, Ocean Waves – Ocean SoundsFor Deep Sleep Anti Stress To Help with Resting (Ocean SoundsFor Deep Sleep) · Watch on YouTube
youtube_video PfwzgRZsAIc · row PfwzgRZsAIc
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
Fantastic Florida Beach Waves
Listed as Ocean Sounds Collection – Fantastic Florida Beach Waves (Ocean Wave Sounds) · Watch on YouTube
youtube_video QlJxbL6BK6Y · row QlJxbL6BK6Y
LAION-DISCO-12M
Ocean Waves - Night
Listed as The Ocean Waves Expert, Winds and Oceans, Ocean Sounds Collection – Ocean Waves - Night (Calming Sea) · Watch on YouTube
youtube_video Qp-XEsTmf3c · row Qp-XEsTmf3c
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
Energetic Coastal Ocean Sounds
Listed as Ocean Sounds Collection – Energetic Coastal Ocean Sounds (Fresh Ocean Sounds) · Watch on YouTube
youtube_video SNPNM-e4FtM · row SNPNM-e4FtM
LAION-DISCO-12M
Tranquil Sea
Listed as The Ocean Waves Expert, Winds and Oceans, Ocean Sounds Collection – Tranquil Sea (Ocean Sound Effects) · Watch on YouTube
youtube_video V3d4SBNkleU · row V3d4SBNkleU
LAION-DISCO-12M
Shingle Beach Waves
Listed as Ocean Sounds Collection – Shingle Beach Waves (At Peace on the Ocean) · Watch on YouTube
youtube_video WbPYP6Gg2VA · row WbPYP6Gg2VA
LAION-DISCO-12M
Calming Small Waves
Listed as Ocean Sounds Collection – Calming Small Waves (Daily Oceanic Music Therapy) · Watch on YouTube
youtube_video XzyOevF-ep8 · row XzyOevF-ep8
LAION-DISCO-12M
Gentle Waters
Listed as The Ocean Waves Expert, Winds and Oceans, Ocean Sounds Collection – Gentle Waters (Calming Sea) · Watch on YouTube
youtube_video Yw0kI4cLnUQ · row Yw0kI4cLnUQ
LAION-DISCO-12M
Ocean Waves - Tranquility
Listed as The Ocean Waves Expert, Winds and Oceans, Ocean Sounds Collection – Ocean Waves - Tranquility (Calming Sea) · Watch on YouTube
youtube_video _72CzOICN7g · row _72CzOICN7g
LAION-DISCO-12M
Natural Seaside Sounds for Deep Relaxation and Stress Release
Listed as Ocean Sounds Collection – Natural Seaside Sounds for Deep Relaxation and Stress Release (Dream Surf) · Watch on YouTube
youtube_video aZGFHcYAeqU · row aZGFHcYAeqU
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
Pacific Waves
Listed as Ocean Noise Channel, Ocean Sounds Collection, Calm Sea Sounds – Pacific Waves (Nature Therapy: Relaxing Ocean) · Watch on YouTube
youtube_video gF2UzAnYBCE · row gF2UzAnYBCE
LAION-DISCO-12M
Rock About the Ocean
Listed as ASMR Ocean Waves, Moon Oceans, Ocean Sounds Collection – Rock About the Ocean (Tidal Tapestry: Beachfront Bliss) · Watch on YouTube
youtube_video hi29I8MAuKM · row hi29I8MAuKM
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
Relaxing Ocean Sounds Keep Calm with Nature Sounds 10 Hours of Deep Sleep
Listed as Ocean Sounds Collection, Ocean Waves, Ocean Sleeping Baby – Relaxing Ocean Sounds Keep Calm with Nature Sounds 10 Hours of Deep Sleep (Soft Ocean Pure Relaxation) · Watch on YouTube
youtube_video nVOlvpdmoQw · row nVOlvpdmoQw
LAION-DISCO-12M
Chilled Ocean Ambience
Listed as The Ocean Waves Expert, Winds and Oceans, Ocean Sounds Collection – Chilled Ocean Ambience (Sounds of the Ocean: Relax) · Watch on YouTube
youtube_video ooXaG_yQVbI · row ooXaG_yQVbI
LAION-DISCO-12M
Nature Contemplation
Listed as Ocean Sounds Collection – Nature Contemplation (Relaxing Nature Music – New Age Soothing Sounds, Music to Rest, Beautiful Nature, Spirit Harmony) · Watch on YouTube
youtube_video qKIhGCpY0mY · row qKIhGCpY0mY
LAION-DISCO-12M
Falling Asleep
Listed as Ocean Sounds Collection – Falling Asleep (Music for Deep Sleep & Rest – Calming Sounds, Relaxing Music, Healing Waves, Nature Vibes) · Watch on YouTube
youtube_video r43eyZl4ec0 · row r43eyZl4ec0
LAION-DISCO-12M
Placid Ocean
Listed as Ocean Sounds Collection, Ocean Noise Channel, Calm Sea Sounds – Placid Ocean (Nature Sounds of the Ocean for Relaxation) · Watch on YouTube
youtube_video sNevRz8DEww · row sNevRz8DEww
LAION-DISCO-12M
(Brown Noise) Calming Dream Waves - Loopable
Listed as Noise Colours, Sea Noise Channel, Ocean Sounds Collection – (Brown Noise) Calming Dream Waves - Loopable (Peaceful Ocean Sounds with Brown Noise, Loopable) · Watch on YouTube
youtube_video tOcjhbKNqh0 · row tOcjhbKNqh0
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
Wave Sounds The Best Water Sounds Instant Deep Sleep
Listed as Ocean Sounds Collection, Ocean Waves, Ocean Sleeping Baby – Wave Sounds The Best Water Sounds Instant Deep Sleep (Calm Ocean Sound) · Watch on YouTube
youtube_video vIULY8O4-Es · row vIULY8O4-Es
LAION-DISCO-12M
Reassurance
Listed as Ocean Sounds Collection – Reassurance (50 Ocean Sounds - Nature Music, Speaking Sea Crashing Waves) · Watch on YouTube
youtube_video wCPsOY6L6rw · row wCPsOY6L6rw
LAION-DISCO-12M
Waves Rolling onto Sandy Beach
Listed as Ocean Sounds Collection – Waves Rolling onto Sandy Beach (At Peace on the Ocean) · Watch on YouTube
youtube_video wte8rggQH8M · row wte8rggQH8M
LAION-DISCO-12M
Shore Waves
Listed as Ocean Sounds Collection – Shore Waves (At Peace on the Ocean) · Watch on YouTube
youtube_video ylICobSBaiY · row ylICobSBaiY
LAION-DISCO-12M
Ambient Dream
Listed as Ocean Sounds Collection – Ambient Dream (Music for Deep Sleep & Rest – Calming Sounds, Relaxing Music, Healing Waves, Nature Vibes) · Watch on YouTube
youtube_video z6JK_juYFgs · row z6JK_juYFgs
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.
- DLA Piper: Creation of music with generative AI may be copyright infringement (GEMA v Suno, LG München I, 42 O 763/25), 2026-08-28
- Music Business Worldwide: Warner Music Group settles with Suno, strikes first-of-its-kind deal, 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
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.
- 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.
- 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.
Is this you?
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.