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 On the Beach, Seafront Bliss, Tranquil Ocean
Artist The Ocean Waves Expert on YouTube Music
Yes. The Ocean Waves Expert has 10 songs listed in a dataset used to train AI music models.
Listed under the artist name 10 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
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
Seafront Bliss
Listed as The Ocean Waves Expert, Winds and Oceans, Ocean Sounds Collection – Seafront Bliss (Waves: Deep Sleep Sounds) · Watch on YouTube
youtube_video ElVYytpKV2Q · row ElVYytpKV2Q
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
Little Splashing Loop
Listed as The Ocean Waves Expert, Winds and Oceans, Ocean Sounds Collection – Little Splashing Loop (Soothing Ocean Waves) · Watch on YouTube
youtube_video P6L89_SW8E8 · row P6L89_SW8E8
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
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
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
Resting Waves
Listed as The Ocean Waves Expert, Winds and Oceans, Ocean Sounds Collection – Resting Waves (Sound of the Ocean) · Watch on YouTube
youtube_video eeLU3RaM_EI · row eeLU3RaM_EI
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
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.