Yes. Natural Sounds has 152 songs listed in a dataset used to train AI music models.

Used for training 152

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 Wetland Birds, Waves: Beauty Of Water, A Bird Chorus

Listed under the artist name 152 songs in LAION-DISCO-12M

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

Wetland Birds

Listed as Natural Sounds – Wetland Birds (Calming Natural Sounds) · Watch on YouTube

youtube_video -WWfdDU5sIg · row -WWfdDU5sIg

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Waves: Beauty Of Water

Listed as Natural Sounds – Waves: Beauty Of Water (Sleep Deeper With Rain) · Watch on YouTube

youtube_video -k-2VgjiUoY · row -k-2VgjiUoY

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A Bird Chorus

Listed as Natural Sounds – A Bird Chorus (Natural Distraction) · Watch on YouTube

youtube_video 1_1156XRlFE · row 1_1156XRlFE

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Deep Serenity in Sound

Listed as Tranquil Music Sound of Nature, Jacob Woods, Natural Sounds – Deep Serenity in Sound (Deep Relaxation Music for Rest) · Watch on YouTube

youtube_video 2xvtOQBpMNA · row 2xvtOQBpMNA

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Quick, Cold Stream on a Mountainside for Wellness

Listed as Natural Sounds – Quick, Cold Stream on a Mountainside for Wellness (Best Nature Sounds (Nature Sound)) · Watch on YouTube

youtube_video 3McVlD-gJTQ · row 3McVlD-gJTQ

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Deep in the Caves

Listed as Natural Sounds, ASMR Sleep Sounds, Meditation Awareness – Deep in the Caves (Soothing Rain Sounds for Sleep and Relaxation) · Watch on YouTube

youtube_video 4i_GQI2AXb8 · row 4i_GQI2AXb8

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Gentle Rain

Listed as Natural Sounds, Tinnitus, Sleep Sounds Library – Gentle Rain (Continuous Deep Thunderstorms for Reiki Healing) · Watch on YouTube

youtube_video 6S23lK3F94k · row 6S23lK3F94k

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In the Fields

Listed as Natural Sounds – In the Fields (Calming Natural Sounds) · Watch on YouTube

youtube_video 8Gj9CPeLCsM · row 8Gj9CPeLCsM

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Birds & The Bees

Listed as Natural Sounds, Natural Sounds Selections, Zen Sounds – Birds & The Bees (Morning Doves- Sounds For Meditation) · Watch on YouTube

youtube_video 9uTS-rfoP8M · row 9uTS-rfoP8M

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Peaceful Wave Rhythms, Pt. 1

Listed as Coast to Coast Recordings, Water Science, Natural Sounds – Peaceful Wave Rhythms, Pt. 1 (Maritime Moods: Peaceful Wave Rhythms) · Watch on YouTube

youtube_video A9lAib_X9SU · row A9lAib_X9SU

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Dynamic Coastal Beach Waves

Listed as Natural Sounds – Dynamic Coastal Beach Waves (Natural Ocean Sounds) · Watch on YouTube

youtube_video BWvi1i_RvhE · row BWvi1i_RvhE

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Bird Sounds

Listed as Natural Sounds – Bird Sounds (Early Morning Nature) · Watch on YouTube

youtube_video D0YgSCwEpig · row D0YgSCwEpig

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Bird Territory

Listed as Natural Sounds – Bird Territory (Calming Natural Sounds) · Watch on YouTube

youtube_video DHuTYNtbNao · row DHuTYNtbNao

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Park Birds

Listed as Natural Sounds – Park Birds (Nature's Sounds) · Watch on YouTube

youtube_video Eg1eIE05B3o · row Eg1eIE05B3o

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Breathing in the Breeze, Pt. 14

Listed as Ocean in HD, Water Science, Natural Sounds – Breathing in the Breeze, Pt. 14 (* Chants from the Shore for Morning Walk and Starting the Day *) · Watch on YouTube

youtube_video I-cJalyCD10 · row I-cJalyCD10

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Natural Life

Listed as Natural Sounds – Natural Life (Natural Woodland) · Watch on YouTube

youtube_video JnVfWEKCoXk · row JnVfWEKCoXk

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Early Morning and the Forest Creatures Wake Up

Listed as Natural Sounds – Early Morning and the Forest Creatures Wake Up (Best Nature Sounds (Nature Sound)) · Watch on YouTube

youtube_video LI02cH14Kz4 · row LI02cH14Kz4

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Rain: Night

Listed as Natural Sounds – Rain: Night (Sleep Well Rain Sounds) · Watch on YouTube

youtube_video OD1Bv8aqNuc · row OD1Bv8aqNuc

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Windy Rain on Pavement

Listed as Sleep Recording Sounds, Natural Sounds, Binaural Beats Sleep – Windy Rain on Pavement (40 Sounds of Rain and Nature) · Watch on YouTube

youtube_video OX9KF8R7-v4 · row OX9KF8R7-v4

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Coming to and End

Listed as Natural Sounds, Natural Sounds Selections, Zen Sounds – Coming to and End (River Sounds to Study to) · Watch on YouTube

youtube_video QGctQqUbClc · row QGctQqUbClc

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Soothing Wave Sounds Relaxing Nature For Adult and Babies Sleep

Listed as Massage, Natural Sounds, Soothing Sounds – Soothing Wave Sounds Relaxing Nature For Adult and Babies Sleep (Moderate Sea Sounds For Insomnia Relief) · Watch on YouTube

youtube_video R5ecIqSRQxI · row R5ecIqSRQxI

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Tranquil Trickle Melody

Listed as Natural Sounds, Nature Chillout, Rain Drops for Sleep – Tranquil Trickle Melody (Nighttime Lullabies: Rainshower by the Fireplace) · Watch on YouTube

youtube_video XokBJgrakrQ · row XokBJgrakrQ

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Tranquil Birdsong

Listed as Natural Sounds – Tranquil Birdsong (Natural Sounds for Children - Volume 1) · Watch on YouTube

youtube_video YmzYmJ8y4hM · row YmzYmJ8y4hM

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Evening Birds

Listed as Natural Sounds – Evening Birds (Calming Natural Sounds) · Watch on YouTube

youtube_video ZVBnrD9l9MY · row ZVBnrD9l9MY

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Spacial Thoughts

Listed as Sounds of Nature – Spacial Thoughts (Natures Beauty In The Bedroom) · Watch on YouTube

youtube_video bE8rbqU72D0 · row bE8rbqU72D0

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The Sound of Birds

Listed as Natural Sounds – The Sound of Birds (Natural Peaceful Sounds) · Watch on YouTube

youtube_video bIjIw8Jl_mk · row bIjIw8Jl_mk

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Friendly Dolphins

Listed as Natural Sounds – Friendly Dolphins (Natural Sounds for Children - Volume 2) · Watch on YouTube

youtube_video bUtVwoDCh1o · row bUtVwoDCh1o

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Whale Sounds

Listed as Natural Sounds – Whale Sounds (Nature Sounds) · Watch on YouTube

youtube_video d5iNarLsiN0 · row d5iNarLsiN0

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Soothing Morning Birds

Listed as Natural Sounds, Natural Sounds Selections, Zen Sounds – Soothing Morning Birds (Morning Bird Songs) · Watch on YouTube

youtube_video dcCqK3-yWLQ · row dcCqK3-yWLQ

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Kaupe Spring Birds

Listed as Natural Sounds, Natural Sounds Selections, Zen Sounds – Kaupe Spring Birds (Morning Doves- Sounds For Meditation) · Watch on YouTube

youtube_video efF2-FEydZo · row efF2-FEydZo

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Song of the Children

Listed as Natural Sounds, Natural Sounds Selections, Zen Sounds – Song of the Children (Birds Whistling- Sounds For Studying) · Watch on YouTube

youtube_video fJeVD6Yafj8 · row fJeVD6Yafj8

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Arctic Serenade

Listed as Natural Sounds, Natural Sounds Selections, Zen Sounds – Arctic Serenade (Coyote Calls- Sounds for Coyote Hunting (Nature Calls)) · Watch on YouTube

youtube_video gk-DpHIdaOY · row gk-DpHIdaOY

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Park Birds

Listed as Natural Sounds – Park Birds (Calming Natural Sounds) · Watch on YouTube

youtube_video hOKYM_JBOiQ · row hOKYM_JBOiQ

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Springtime Bird Song

Listed as Natural Sounds – Springtime Bird Song (Calming Natural Sounds) · Watch on YouTube

youtube_video iu3CupwnbQU · row iu3CupwnbQU

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Birdhide

Listed as Natural Sounds – Birdhide (Calming Natural Sounds) · Watch on YouTube

youtube_video jONzpy5j7gI · row jONzpy5j7gI

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Spring Bird Song

Listed as Natural Sounds – Spring Bird Song (Calming Natural Sounds) · Watch on YouTube

youtube_video k0NctuTjQjw · row k0NctuTjQjw

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Inspiring Thunderstorms

Listed as Natural Sounds – Inspiring Thunderstorms (Inspirational Natural Sounds - Volume 1) · Watch on YouTube

youtube_video lr7HaHmHlSQ · row lr7HaHmHlSQ

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Summer Rains

Listed as Música para Massagem Especialistas, Natural Sounds, Rain Recorders – Summer Rains (Sweet Dreams Music: Natural Rain Sounds) · Watch on YouTube

youtube_video mIAJ45muD90 · row mIAJ45muD90

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Ocean Waves Sounds With Nature Music To Help with Meditation

Listed as Massage, Soothing Sounds, Natural Sounds – Ocean Waves Sounds With Nature Music To Help with Meditation (Calm Ocean Sound) · Watch on YouTube

youtube_video mkREuOTPOx0 · row mkREuOTPOx0

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Rain in Traffic

Listed as Natural Sounds – Rain in Traffic (Mindful Spring Rain Noises) · Watch on YouTube

youtube_video o_zjOx4CROo · row o_zjOx4CROo

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Blue Sea Sounds Soothing Sounds Help You and Your Baby Rest

Listed as Natural Sounds, Soothing Sounds, Massage – Blue Sea Sounds Soothing Sounds Help You and Your Baby Rest (Calm Ocean Sound) · Watch on YouTube

youtube_video pbNbyJEHwO8 · row pbNbyJEHwO8

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Feathers

Listed as Natural Sounds – Feathers (Calming Natural Sounds) · Watch on YouTube

youtube_video qlcidNuuj8M · row qlcidNuuj8M

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Relaxing Depths in Melody

Listed as Tranquil Music Sound of Nature, Jacob Woods, Natural Sounds – Relaxing Depths in Melody (Deep Relaxation Music for Rest) · Watch on YouTube

youtube_video shrl4Hwf_a4 · row shrl4Hwf_a4

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Creek & Rain Medley

Listed as Life Sounds Nature, Sounds of Rain & Thunder Storms, Natural Sounds – Creek & Rain Medley (45 Stress Relieving Raindrop Sounds) · Watch on YouTube

youtube_video vJAbDbqULaw · row vJAbDbqULaw

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A Kiss Goodnight

Listed as Natural Sounds – A Kiss Goodnight (Mindful Spring Rain Noises) · Watch on YouTube

youtube_video vgsjmmQk9h4 · row vgsjmmQk9h4

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Dingo's Delight

Listed as Natural Sounds, Natural Sounds Selections, Zen Sounds – Dingo's Delight (Fox Sounds- White Noise for Focusing, Working & Studying) · Watch on YouTube

youtube_video vseFVNuH6es · row vseFVNuH6es

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Alive with Birds

Listed as Natural Sounds – Alive with Birds (Calming Natural Sounds) · Watch on YouTube

youtube_video wgsVs3edspo · row wgsVs3edspo

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Field Birds

Listed as Natural Sounds – Field Birds (Calming Natural Sounds) · Watch on YouTube

youtube_video wlCIP_yAgZc · row wlCIP_yAgZc

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Runnel Birdsong

Listed as Natural Sounds – Runnel Birdsong (Early Morning Nature) · Watch on YouTube

youtube_video z0pLI6U4JZg · row z0pLI6U4JZg

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Seaside Whispers

Listed as Nature Sounds for Relaxation and Sleep, Natural Sounds, Water Soundscapes – Seaside Whispers (Summer Tranquil Rain Sounds for Sleep) · Watch on YouTube

youtube_video zDHHqhw01vg · row zDHHqhw01vg

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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.

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.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
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.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
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.
- Music Business Worldwide: Warner Music Group settles with Suno, 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

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.