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 into the depths, Ud, Minty
Artist Waves on YouTube Music
Yes. Waves has 145 songs listed in a dataset used to train AI music models.
Listed under the artist name 145 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
into the depths
Listed as waves – into the depths (into the depths / the spirit lives) · Watch on YouTube
youtube_video 0WRmwprT6c4 · row 0WRmwprT6c4
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Minty
Listed as Waves – Minty (Vanilla Velvet) · Watch on YouTube
youtube_video 1tUtUR1RpBw · row 1tUtUR1RpBw
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Little Birdie
Listed as The Waves – Little Birdie (The Waves) · Watch on YouTube
youtube_video 2xltHXNI9pI · row 2xltHXNI9pI
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In Your Eyes
Listed as The Waves – In Your Eyes (The Waves) · Watch on YouTube
youtube_video 53iFbXGXruI · row 53iFbXGXruI
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Maritime Memories
Listed as Waves – Maritime Memories (Ocean Sounds) · Watch on YouTube
youtube_video 7vrTFCsqTv8 · row 7vrTFCsqTv8
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One-Armed Man
Listed as ~Waves~ – One-Armed Man (Crashing on Face) · Watch on YouTube
youtube_video 8GqXMn-baY4 · row 8GqXMn-baY4
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It Runs Through Me (feat. Paul Tomus)
Listed as Waves – It Runs Through Me (feat. Paul Tomus) (It Runs Through Me) · Watch on YouTube
youtube_video 9KIAXWFP6WA · row 9KIAXWFP6WA
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The Space Between Us
Listed as Waves – The Space Between Us (The Space Between Us) · Watch on YouTube
youtube_video Ao2U1WVPuk0 · row Ao2U1WVPuk0
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空【ku-u】 - [ku-u]
Listed as Waves – 空【ku-u】 - [ku-u] (ROCK ON) · Watch on YouTube
youtube_video CRpRaPL_KuA · row CRpRaPL_KuA
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太陽 - Taiyou
Listed as Waves – 太陽 - Taiyou (ROCK ON) · Watch on YouTube
youtube_video G2IhIEbbElU · row G2IhIEbbElU
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Beach Sounds Ocean Lullaby To Help your Baby Sleep
Listed as Waves, Beach Sounds, Sea Sounds – Beach Sounds Ocean Lullaby To Help your Baby Sleep (Calm River Sounds) · Watch on YouTube
youtube_video HiPPxKTkmyM · row HiPPxKTkmyM
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Tokyo Tribute
Listed as Waves – Tokyo Tribute (Tokyo Tribute) · Watch on YouTube
youtube_video Hn-CbKZkspk · row Hn-CbKZkspk
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Sail into the Sunset
Listed as Waves – Sail into the Sunset (Ocean Sounds) · Watch on YouTube
youtube_video I7F2HddrraI · row I7F2HddrraI
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dreams
Listed as waves – dreams (seascapes) · Watch on YouTube
youtube_video IcPGml137MM · row IcPGml137MM
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Beach Sounds Ocean Lullaby To Help your Baby Sleep
Listed as Beach Sounds, Waves, Sea Sounds – Beach Sounds Ocean Lullaby To Help your Baby Sleep (Ocean Deep Sleep for Babies) · Watch on YouTube
youtube_video QCPfPwf2zxY · row QCPfPwf2zxY
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Beach Sounds Ocean Lullaby To Help your Baby Sleep
Listed as Waves, Sea Sounds, Beach Sounds – Beach Sounds Ocean Lullaby To Help your Baby Sleep (Wave Deep Sleep for Babies) · Watch on YouTube
youtube_video SUc-k1mx1io · row SUc-k1mx1io
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Calming Waves The Best Water Sounds New Age Music
Listed as Ocean, River, Waves – Calming Waves The Best Water Sounds New Age Music (Waves Sleep for Baby) · Watch on YouTube
youtube_video TP4yGHwWCrg · row TP4yGHwWCrg
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Gentle River Sounds Healing Water Sounds 10 Hours of Deep Sleep
Listed as Ocean, River, Waves – Gentle River Sounds Healing Water Sounds 10 Hours of Deep Sleep (Calm Waves Sound) · Watch on YouTube
youtube_video TkNw8NWxgW4 · row TkNw8NWxgW4
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Tempted
Listed as Waves – Tempted (Vanilla Velvet) · Watch on YouTube
youtube_video UC6STiCfY0k · row UC6STiCfY0k
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Can You Say
Listed as Waves – Can You Say (Evolution Means Change) · Watch on YouTube
youtube_video XC_GeiFCFCI · row XC_GeiFCFCI
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Cupid's Melting
Listed as Waves – Cupid's Melting (Wavelength) · Watch on YouTube
youtube_video XszleZ2CT8s · row XszleZ2CT8s
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Like U
Listed as Waves – Like U (Vanilla Velvet) · Watch on YouTube
youtube_video YcT0_cyljzk · row YcT0_cyljzk
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Prague
Listed as Waves – Prague (Vanilla Velvet) · Watch on YouTube
youtube_video _MnaIgCxZ-4 · row _MnaIgCxZ-4
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Pain (feat. YWN OG)
Listed as Waves – Pain (feat. YWN OG) (Pain) · Watch on YouTube
youtube_video bWoncCFr6kM · row bWoncCFr6kM
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I luv u
Listed as Waves – I luv u (Wavelength) · Watch on YouTube
youtube_video btLeg-AUzdQ · row btLeg-AUzdQ
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Personal Wave Therapy For Easy Sleep To Loop for 24 Hours
Listed as Beach Sounds, Sea Sounds, Waves – Personal Wave Therapy For Easy Sleep To Loop for 24 Hours (Ocean Sounds) · Watch on YouTube
youtube_video cJSQ9Hs9mQo · row cJSQ9Hs9mQo
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Making Waves
Listed as Waves – Making Waves (Ocean Sounds) · Watch on YouTube
youtube_video cndEKIxTV1M · row cndEKIxTV1M
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Intro
Listed as Waves – Intro (Waves) · Watch on YouTube
youtube_video d9Oe2hRNPHg · row d9Oe2hRNPHg
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Butter Me Up
Listed as The Waves – Butter Me Up (The Waves) · Watch on YouTube
youtube_video dTfJ8Y9Ykf0 · row dTfJ8Y9Ykf0
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Blood On Your Hands
Listed as Waves – Blood On Your Hands (WAVES) · Watch on YouTube
youtube_video eTPURcShKp8 · row eTPURcShKp8
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Beach Sounds Ocean Lullaby To Help your Baby Sleep
Listed as Beach Sounds, Waves, Sea Sounds – Beach Sounds Ocean Lullaby To Help your Baby Sleep (Ocean Sounds) · Watch on YouTube
youtube_video eg3RtcfmOE8 · row eg3RtcfmOE8
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Gentle River Sounds Healing Water Sounds 10 Hours of Deep Sleep
Listed as Waves, Ocean, River – Gentle River Sounds Healing Water Sounds 10 Hours of Deep Sleep (River Sounds Peaceful and Restful Night) · Watch on YouTube
youtube_video elWacGQIgg4 · row elWacGQIgg4
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Infected Earth
Listed as Waves – Infected Earth (Infected Earth) · Watch on YouTube
youtube_video fNwQFjr8ELI · row fNwQFjr8ELI
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Seven Seas
Listed as Waves – Seven Seas (Ocean Sounds) · Watch on YouTube
youtube_video grY0ddNw-qI · row grY0ddNw-qI
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Gentle River Sounds For a Good Night Instant Deep Sleep
Listed as Sea Sounds, Beach Sounds, Waves – Gentle River Sounds For a Good Night Instant Deep Sleep (Ocean Sounds) · Watch on YouTube
youtube_video ib2CMJvNrfE · row ib2CMJvNrfE
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Relaxing Ocean Sounds For Yoga and Meditation Loopable for 8 Hours
Listed as Ocean, Waves, River – Relaxing Ocean Sounds For Yoga and Meditation Loopable for 8 Hours (Ocean Better Focus and Concentration) · Watch on YouTube
youtube_video j7CBdDXzrqM · row j7CBdDXzrqM
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Wave Sounds Ocean Lullaby For Taking a Nap
Listed as Sea Sounds, Waves, Beach Sounds – Wave Sounds Ocean Lullaby For Taking a Nap (Calm River Sounds) · Watch on YouTube
youtube_video omQD47pCjp0 · row omQD47pCjp0
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Relaxing Ocean Sounds For Yoga and Meditation Loopable for 8 Hours
Listed as River, Waves, Ocean – Relaxing Ocean Sounds For Yoga and Meditation Loopable for 8 Hours (Wave Sounds Sleep for Baby) · Watch on YouTube
youtube_video osi7BycxlXQ · row osi7BycxlXQ
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Gentle River Sounds Healing Water Sounds 10 Hours of Deep Sleep
Listed as River, Waves, Ocean – Gentle River Sounds Healing Water Sounds 10 Hours of Deep Sleep (Calm Wave) · Watch on YouTube
youtube_video rDdvukljemA · row rDdvukljemA
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Relaxing Ocean Sounds For Yoga and Meditation Loopable for 8 Hours
Listed as River, Waves, Ocean – Relaxing Ocean Sounds For Yoga and Meditation Loopable for 8 Hours (Calm Wave Sounds) · Watch on YouTube
youtube_video uaiEd-qBNLs · row uaiEd-qBNLs
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Over the Ocean
Listed as The Waves – Over the Ocean (The Waves) · Watch on YouTube
youtube_video vgC7CuE0ivw · row vgC7CuE0ivw
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Gentle River Sounds Healing Water Sounds 10 Hours of Deep Sleep
Listed as River, Waves, Ocean – Gentle River Sounds Healing Water Sounds 10 Hours of Deep Sleep (Waves Sleep for Baby) · Watch on YouTube
youtube_video x0CjxbmN3mI · row x0CjxbmN3mI
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Ocean Sounds
Listed as Waves – Ocean Sounds (Zen Music) · Watch on YouTube
youtube_video xnPSmJDV5r0 · row xnPSmJDV5r0
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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.