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 Spiritual Journey, Sandstorm, 50 Dreams
Artist Nature Sound Collection on YouTube Music
Yes. Nature Sound Collection has 203 songs listed in a dataset used to train AI music models.
Listed under the artist name 203 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Spiritual Journey
Listed as Nature Sound Collection – Spiritual Journey (Meditación Pacífica) · Watch on YouTube
youtube_video 0ppVh-XOJJc · row 0ppVh-XOJJc
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Sandstorm
Listed as Natural Sounds Selections, Zen Sounds, Nature Sound Collection – Sandstorm (Desert Winds For Sleep, Study and Focus) · Watch on YouTube
youtube_video 1i0TMG_dXVc · row 1i0TMG_dXVc
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50 Dreams
Listed as Nature Sound Collection – 50 Dreams (Relaxing Sleep with Nature Sounds) · Watch on YouTube
youtube_video 260RDAINFIM · row 260RDAINFIM
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Lounge Music
Listed as Nature Sound Collection – Lounge Music (Pure Relax with Nature Sounds) · Watch on YouTube
youtube_video 2zbMchX9t4Y · row 2zbMchX9t4Y
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Chirping Budgie
Listed as Nature Sound Collection – Chirping Budgie (Nature's Songs (Nature Sounds)) · Watch on YouTube
youtube_video 4KX5mLr0ukY · row 4KX5mLr0ukY
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Rest Time
Listed as Nature Sound Collection – Rest Time (Peaceful Moment – Healing Music, Deep Sleep, Pure Therapy, Zen Spirit, Relax, Nature Sounds) · Watch on YouTube
youtube_video 6fKEnHeBWXc · row 6fKEnHeBWXc
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Ocean Optimism
Listed as Nature Sound Collection, Natures Acoustics, Water Soundscapes – Ocean Optimism (Stream: Ocean Waves For Sleeping Vol. 2) · Watch on YouTube
youtube_video 7BkNJjv9wFE · row 7BkNJjv9wFE
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Rain and Thunder
Listed as Relaxing Sleep Sound, Nature Sound Collection, Tinnitus – Rain and Thunder (40 Soothing Rain Sounds) · Watch on YouTube
youtube_video 9sl4ZFJ4st0 · row 9sl4ZFJ4st0
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Murky Waters
Listed as Natural Sounds Selections, Zen Sounds, Nature Sound Collection – Murky Waters (Forest Sounds At Night For Study and Focus) · Watch on YouTube
youtube_video Aa_R8gHvHAs · row Aa_R8gHvHAs
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Heavy Morning Bird Ambience in an Outdoor Courtyard
Listed as Nature Sound Collection – Heavy Morning Bird Ambience in an Outdoor Courtyard (200 Nature Sounds) · Watch on YouTube
youtube_video BHF_e9BwEs4 · row BHF_e9BwEs4
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Soft Rain & Gentle Thunder
Listed as Nature Sound Collection, Natureza Musica Bem-Estar Academia, Sleep Music System – Soft Rain & Gentle Thunder (2020 Loopable Rain Sounds for Peaceful Night) · Watch on YouTube
youtube_video CGmm-50Knio · row CGmm-50Knio
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Mind, Body Healing Sounds
Listed as Spa, Relaxation and Dreams, Nature Sound Collection, Best Relaxation Music – Mind, Body Healing Sounds (Natural Awakening in Spa Salon: 2019 Nature New Age Music Mix for Spa & Wellness Salon, Massage Therapy, Sauna, Hot Bath) · Watch on YouTube
youtube_video ElJkrjLeV4Y · row ElJkrjLeV4Y
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Nature Sounds
Listed as Nature Sound Collection – Nature Sounds (Meditación Pacífica) · Watch on YouTube
youtube_video Gp8s-IDJtpU · row Gp8s-IDJtpU
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Birds Relaxation
Listed as Nature Calm, Nature Sound Collection, Binaural Explorer – Birds Relaxation (Nature Sound: Nature Music Boosts Focus) · Watch on YouTube
youtube_video HUhb2cbXuvM · row HUhb2cbXuvM
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Soft Mantra
Listed as Nature Sound Collection – Soft Mantra (Meditation Music Calming) · Watch on YouTube
youtube_video IGQA9PLVXPE · row IGQA9PLVXPE
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Bridge over Water
Listed as Master Meditação, Amazing Spa Music, Nature Sound Collection – Bridge over Water (50 Calm Sounds for Spa) · Watch on YouTube
youtube_video JGcQgsnRbd4 · row JGcQgsnRbd4
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Relaxing Music
Listed as Nature Sound Collection – Relaxing Music (Music for Beauty Salon) · Watch on YouTube
youtube_video Mpe2uF3Chpk · row Mpe2uF3Chpk
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Positive Energy
Listed as Nature Sound Collection – Positive Energy (Meditation of Gratitude) · Watch on YouTube
youtube_video OIw1cKsKQec · row OIw1cKsKQec
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Sea Sounds Easy Listening Help with Studying
Listed as Nature Sound Collection, Nature Sounds Nature Music – Sea Sounds Easy Listening Help with Studying (Beach Sounds For Easy Sleep) · Watch on YouTube
youtube_video OLPTcsG95Vc · row OLPTcsG95Vc
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Relaxing Cricket Ambience
Listed as Natural Sounds Selections, Zen Sounds, Nature Sound Collection – Relaxing Cricket Ambience (Cricket Sounds For Relaxing) · Watch on YouTube
youtube_video PXWojZlIbqs · row PXWojZlIbqs
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A Loop of Soft Raindrops for Sleep
Listed as Nature Sound Collection, Study Music, Study Radiance – A Loop of Soft Raindrops for Sleep (Classical Guitar with Rain: Mindful Study Harmony) · Watch on YouTube
youtube_video Rf1fFf2YrZk · row Rf1fFf2YrZk
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Stress Reduction
Listed as Nature Sound Collection – Stress Reduction (Relaxing Zen – Soothing Nature Sounds to Rest, New Age Music, Calm Down, Tranquil Sleep, Good Energy) · Watch on YouTube
youtube_video S_2r4ELsI2o · row S_2r4ELsI2o
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Water Sounds
Listed as Nature Sound Collection – Water Sounds (Sound of Waves) · Watch on YouTube
youtube_video Wae5yHxUzqQ · row Wae5yHxUzqQ
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Calm Guitar
Listed as Nature Sound Collection – Calm Guitar (Relaxing Nature Melodies – Calm Music to Rest, Healing Therapy, Nature Waves of Calmness, Mind Peace) · Watch on YouTube
youtube_video WbxfcOYdSpg · row WbxfcOYdSpg
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Pure Nest
Listed as Nature Sound Collection – Pure Nest (Bucolic Natural World Sounds Melodies) · Watch on YouTube
youtube_video Y8Cg66tBbUg · row Y8Cg66tBbUg
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Tibetan Trip
Listed as Nature Sound Collection – Tibetan Trip (Meditation Music Calming) · Watch on YouTube
youtube_video YCzMP0snE7o · row YCzMP0snE7o
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Study Time Nature Ambience
Listed as Natural Sounds Selections, Zen Sounds, Nature Sound Collection – Study Time Nature Ambience (Northern Lights For Relaxing) · Watch on YouTube
youtube_video YcxZFH7_z4Y · row YcxZFH7_z4Y
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Background Trickles
Listed as Sounds of Nature, Nature Sound Collection, Rain Sounds XLE Library – Background Trickles (#22 Perfect Rain Sounds for Sleep and Relaxation) · Watch on YouTube
youtube_video Z8j2FDqgpkw · row Z8j2FDqgpkw
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Earth Sounds
Listed as Nature Sound Collection – Earth Sounds (Nature Sound Collection) · Watch on YouTube
youtube_video Zb9990tr5Cs · row Zb9990tr5Cs
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Lifetime
Listed as Nature Sound Collection – Lifetime (Holistic Relax – Sound Therapy Masters) · Watch on YouTube
youtube_video _onqZTgrLfA · row _onqZTgrLfA
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Sunny Outside Nature Sounds
Listed as Nature Sound Collection – Sunny Outside Nature Sounds (Nature Sound Collection) · Watch on YouTube
youtube_video b8HPiMJH4TE · row b8HPiMJH4TE
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Tweets at the Stream
Listed as Nature Sound Collection – Tweets at the Stream (Calm Forest Life) · Watch on YouTube
youtube_video bnr6K4AwfqE · row bnr6K4AwfqE
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Mind Changing Serenade
Listed as Nature Sound Collection – Mind Changing Serenade (Rainstorm with Relaxing Nature Sounds: Tropical Storm, Beach Wave Relaxing Music, Relaxing Bird Songs & Nature Meditation Music) · Watch on YouTube
youtube_video bz2rVosdQks · row bz2rVosdQks
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Mind Power
Listed as Nature Sound Collection – Mind Power (Peaceful Moment – Healing Music, Deep Sleep, Pure Therapy, Zen Spirit, Relax, Nature Sounds) · Watch on YouTube
youtube_video cDoYc0KdBUI · row cDoYc0KdBUI
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Dream Sleep Song
Listed as Asian Zen, Baby Songs Academy, Nature Sound Collection – Dream Sleep Song (Peaceful Zen Lullabies: Healing Music for Deeper Sleep, Sound Therapy, Sleep Songs for Kids, Calming Lullabies at Night, Nature Sounds, Zen Sleep, Sweet Nap) · Watch on YouTube
youtube_video fu9i2r3Va44 · row fu9i2r3Va44
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Birds' Slumber Serene Melodies
Listed as Nature Sound Collection, Feathered Tranquility, Sound Sleeping – Birds' Slumber Serene Melodies (Birds' Sleepy Chorus: Nature's Nighttime Slumber Serenity) · Watch on YouTube
youtube_video g6_mjCzd7as · row g6_mjCzd7as
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Awakening Rain
Listed as Rain Sounds Sleep, Nature Sound Collection, Massage Therapy Music – Awakening Rain (19 Tranquil Rain Sounds. Bedtime Relaxation, Baby Sleep Aid, Meditation and Yoga Noise) · Watch on YouTube
youtube_video hVw3Ke2xBYo · row hVw3Ke2xBYo
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Thoughtful Yogi
Listed as Nature Sound Collection, Academia de Música para Massagem Relaxamento, Pro Sounds of Nature – Thoughtful Yogi (#1 Mind Binaural Beat Tracks) · Watch on YouTube
youtube_video kP9P28BND3o · row kP9P28BND3o
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Birdsong in a Heavy Thunderstorm
Listed as Nature Recordings, Nature Sound Collection, Sounds of Nature – Birdsong in a Heavy Thunderstorm (#15 Steady Rainstorm Album from Nature) · Watch on YouTube
youtube_video kw2M22PlJ-Y · row kw2M22PlJ-Y
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Soothing Water
Listed as Nature Sound Collection – Soothing Water (Meditation Music Calming) · Watch on YouTube
youtube_video nbx6slt3yCY · row nbx6slt3yCY
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Rain Sounds and Soft Music
Listed as Nature Sound Collection – Rain Sounds and Soft Music (Rainstorm with Relaxing Nature Sounds: Tropical Storm, Beach Wave Relaxing Music, Relaxing Bird Songs & Nature Meditation Music) · Watch on YouTube
youtube_video ov2_dSEuwhQ · row ov2_dSEuwhQ
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Calming Outside Nature Recording
Listed as Nature Sound Collection – Calming Outside Nature Recording (Nature Sound Collection) · Watch on YouTube
youtube_video pusFvdWLze4 · row pusFvdWLze4
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Rain Hitting Your Roof
Listed as Nature Sounds, Nature Sound Collection – Rain Hitting Your Roof (Nature Sounds: Relaxation, Sleep, Meditation, Yoga, Study Aid, Insomnia) · Watch on YouTube
youtube_video qMpFuksnbsY · row qMpFuksnbsY
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Life in the Tropics
Listed as Classical New Age Piano Music, Yoga, Nature Sound Collection – Life in the Tropics (Relaxing Music for Inner Calmness) · Watch on YouTube
youtube_video s0jIS8u2J_Y · row s0jIS8u2J_Y
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Winding Waters
Listed as Nature Sound Collection – Winding Waters (The Nature Sound Album) · Watch on YouTube
youtube_video sKRcJIZvW3w · row sKRcJIZvW3w
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Hidden Forest
Listed as Classical New Age Piano Music, Yoga, Nature Sound Collection – Hidden Forest (Relaxing Music for Inner Calmness) · Watch on YouTube
youtube_video u6ZSlArdBmQ · row u6ZSlArdBmQ
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Cool Ocean Waves Relaxing Nature For Babies to Sleep
Listed as Nature Sounds Nature Music, Nature Sound Collection – Cool Ocean Waves Relaxing Nature For Babies to Sleep (Relaxing Water Sounds) · Watch on YouTube
youtube_video uH-ms9qUiKA · row uH-ms9qUiKA
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Flowing Relaxation
Listed as Nature Sound Collection, Life Sounds Nature, Nature Tribe – Flowing Relaxation (Nature’s Pure Relaxation Mix 2020) · Watch on YouTube
youtube_video vOSsU-TKlGc · row vOSsU-TKlGc
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Natural Sound
Listed as Nature Sound Collection – Natural Sound (Nature Sounds) · Watch on YouTube
youtube_video xfFAGNOD9RU · row xfFAGNOD9RU
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Relaxing Scene
Listed as Hipnose Natureza Sons Coleção, Sounds Of Nature : Thunderstorm, Rain, Nature Sound Collection – Relaxing Scene (Soft Sounds for Spa & Relaxation) · Watch on YouTube
youtube_video yqLEEek3xf0 · row yqLEEek3xf0
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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.