Yes. Nature Sounds has 470 songs listed in a dataset used to train AI music models.

Used for training 470

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 Crackling Fire Sounds, Ocean and River Sounds Easy Listening For Good and Deep Sleep, Windy Spring Again

Listed under the artist name 470 songs in LAION-DISCO-12M

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

Crackling Fire Sounds

Listed as Nature Sounds, Fire Sounds – Crackling Fire Sounds (Relaxing Fire Sounds) · Watch on YouTube

youtube_video 0aZ57_DhR60 · row 0aZ57_DhR60

LAION-DISCO-12M

Ocean and River Sounds Easy Listening For Good and Deep Sleep

Listed as Ocean Live, Nature Sounds, Ocean Waves for Sleep – Ocean and River Sounds Easy Listening For Good and Deep Sleep (River Sounds Deep Sleep for Babies) · Watch on YouTube

youtube_video 16cQ32pCtkA · row 16cQ32pCtkA

LAION-DISCO-12M

Windy Spring Again

Listed as Nature Sounds Nature Music, Sounds of Nature Noise, Nature Ambience – Windy Spring Again (Nature: Windy Bird Paradise) · Watch on YouTube

youtube_video 1BQXtxxvFT4 · row 1BQXtxxvFT4

LAION-DISCO-12M

Fireplace Ambience

Listed as Nature Sounds, Fire Sounds – Fireplace Ambience (Relaxing Fire Sounds) · Watch on YouTube

youtube_video 27FkshUX2Ic · row 27FkshUX2Ic

LAION-DISCO-12M

Background Trickles

Listed as Best Kids Songs, Nature Sounds, Sons da Natureza – Background Trickles (A Beautiful Loopable Rain Sounds for Sleep and Relaxation) · Watch on YouTube

youtube_video 4zXjLPHITaE · row 4zXjLPHITaE

LAION-DISCO-12M

The Rain in Spain

Listed as Zen Music Garden, Nature Sounds, White Noise Research – The Rain in Spain (Rain Sounds) · Watch on YouTube

youtube_video 5H0F2zmRGgY · row 5H0F2zmRGgY

LAION-DISCO-12M

Sounds of Nature Noise Pt. 2

Listed as Nature Sounds Nature Music, Sounds of Nature Noise, Relaxing Radiance – Sounds of Nature Noise Pt. 2 (Sounds of Nature Vol. 1, Sounds of Nature Noise) · Watch on YouTube

youtube_video 5WMXGg0670c · row 5WMXGg0670c

LAION-DISCO-12M

Pond from Heaven

Listed as Heavy Rain Sounds, Nature Sounds, Kinderlieder-Superstar – Pond from Heaven (50 Sleepy Theta Wave Sounds) · Watch on YouTube

youtube_video 5ZJXzk72534 · row 5ZJXzk72534

LAION-DISCO-12M

REM Phase

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – REM Phase (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video 5fmcPLFV18I · row 5fmcPLFV18I

LAION-DISCO-12M

Soft Rain Melody

Listed as Nature Soundscape, Cascada de Lluvia, Academia de Relaxamento e Meditação – Soft Rain Melody (Relaxing Meditation and Sleep Rain Sounds) · Watch on YouTube

youtube_video 5mhDyosdico · row 5mhDyosdico

LAION-DISCO-12M

Sounds of Nature Noise Pt. 6

Listed as Nature Sounds Nature Music, Sounds of Nature Noise, Relaxing Radiance – Sounds of Nature Noise Pt. 6 (Sounds of Nature Vol. 1, Sounds of Nature Noise) · Watch on YouTube

youtube_video 9JM8UjCo5H4 · row 9JM8UjCo5H4

LAION-DISCO-12M

Fire Crackling Sounds At Sea Fire Lullaby

Listed as Nature Sounds, Rain – Fire Crackling Sounds At Sea Fire Lullaby (Camp Fire Sounds Concentrate and Focus) · Watch on YouTube

youtube_video 9VrbKwgG7PM · row 9VrbKwgG7PM

LAION-DISCO-12M

Rainbow Ending

Listed as Nature Sounds Artists, Baby Sleep Lullaby Academy, calm shores – Rainbow Ending (20 Loopable Rain Sounds for Total Stress Relief) · Watch on YouTube

youtube_video AVwEGS31Z7A · row AVwEGS31Z7A

LAION-DISCO-12M

Stress Relief

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Stress Relief (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video AqbXS7PgpME · row AqbXS7PgpME

LAION-DISCO-12M

Hielo puro

Listed as Nature Sounds Nature Music, Sounds of Nature Noise, Nature Ambience – Hielo puro (Sonidos Naturales: Sonidos de agua y hielo) · Watch on YouTube

youtube_video BC3Qsd2nWUM · row BC3Qsd2nWUM

LAION-DISCO-12M

Soft Rain & Gentle Thunder

Listed as Heavy Rain Sounds, Relaxamento, Nature Soundscape – Soft Rain & Gentle Thunder (Spring 2020 Spring & Summer Rain Sounds for Sleep and Serenity) · Watch on YouTube

youtube_video DOD0E3cSifE · row DOD0E3cSifE

LAION-DISCO-12M

Grieta de corriente suave

Listed as Nature Sounds Nature Music, Sounds of Nature Noise, Nature Ambience – Grieta de corriente suave (Sonidos Naturales: Sonidos de agua y hielo) · Watch on YouTube

youtube_video IUKbmPZWh98 · row IUKbmPZWh98

LAION-DISCO-12M

Buddha Lounge

Listed as Meditation Zen Master, Nature Sounds – Buddha Lounge (Spiritual Nature Meditation: New Age 2019 Music with Nature Sounds of Water, Wind, Birds, Ambient Deep Yoga & Relaxation Songs, Spirit Free, Stress Relief) · Watch on YouTube

youtube_video JRcqO5TUqjk · row JRcqO5TUqjk

LAION-DISCO-12M

Rain Sounds

Listed as Nature Sounds, Ocean Waves for Sleep, Soothing Sounds – Rain Sounds (Therapeutic Effects of Water Sounds: 2019 Natural New Age Music for Total Relax, Sleep, Rest & Calm Down, Heal Your Body & Soul, Soothing Sounds, Inner Harmony) · Watch on YouTube

youtube_video JcIM6KhbaC8 · row JcIM6KhbaC8

LAION-DISCO-12M

Pure Atmospheres

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Pure Atmospheres (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video MZfTplTR_SQ · row MZfTplTR_SQ

LAION-DISCO-12M

Sleep Meditation

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Sleep Meditation (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video MbgnWpAOIRo · row MbgnWpAOIRo

LAION-DISCO-12M

Río en movimiento constante

Listed as Nature Sounds Nature Music, Sounds of Nature Noise, Nature Ambience – Río en movimiento constante (Naturaleza: Suaves sonidos de ríos) · Watch on YouTube

youtube_video OD3FT8dM_-o · row OD3FT8dM_-o

LAION-DISCO-12M

Whistling Forest

Listed as Nature Sounds Nature Music, Sounds of Nature Noise, Nature Ambience – Whistling Forest (Nature: Windy Bird Paradise) · Watch on YouTube

youtube_video PqhjtqhhuYM · row PqhjtqhhuYM

LAION-DISCO-12M

Bedtime Music

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Bedtime Music (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video QoYPKNxdT7U · row QoYPKNxdT7U

LAION-DISCO-12M

Brittle Glass Rain

Listed as Nature Soundscape, Cascada de Lluvia, Academia de Relaxamento e Meditação – Brittle Glass Rain (Relaxing Meditation and Sleep Rain Sounds) · Watch on YouTube

youtube_video Rs217ckWkdU · row Rs217ckWkdU

LAION-DISCO-12M

Sounds of Nature Noise Pt. 8

Listed as Nature Sounds Nature Music, Sounds of Nature Noise, Relaxing Radiance – Sounds of Nature Noise Pt. 8 (Sounds of Nature Vol. 1, Sounds of Nature Noise) · Watch on YouTube

youtube_video SllywMMj6I4 · row SllywMMj6I4

LAION-DISCO-12M

Life Blossoms

Listed as Heavy Rain Sounds, Nature Sounds, Kinderlieder-Superstar – Life Blossoms (50 Sleepy Theta Wave Sounds) · Watch on YouTube

youtube_video X1NfHYN_ukU · row X1NfHYN_ukU

LAION-DISCO-12M

Therapy Music

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Therapy Music (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video _k59AelStjY · row _k59AelStjY

LAION-DISCO-12M

Sleepless Nights

Listed as Nature Sounds, Ocean Waves for Sleep, Relaxing Music Therapy – Sleepless Nights (Wind & Water Sounds – Music for Sleep, Relief Insomnia, Deep Relaxation, Wind Songs) · Watch on YouTube

youtube_video cVE1xO7fSPQ · row cVE1xO7fSPQ

LAION-DISCO-12M

Relax Meditations

Listed as Heavy Rain Sounds, Nature Sounds, Kinderlieder-Superstar – Relax Meditations (50 Sleepy Theta Wave Sounds) · Watch on YouTube

youtube_video dXwCXqAYoMY · row dXwCXqAYoMY

LAION-DISCO-12M

Birdsong in a Heavy Thunderstorm

Listed as Zen Music Garden, White Noise Research, Nature Sounds – Birdsong in a Heavy Thunderstorm (2018 Rain Collection: A Guide to Meditation using White Noise Nature Sounds) · Watch on YouTube

youtube_video ds1Z_CoQ1Mw · row ds1Z_CoQ1Mw

LAION-DISCO-12M

Waves on a Quite Beach

Listed as Ocean Sounds, Ocean Waves for Sleep, Sounds of Nature White Noise Sound Effects, Nature Sounds - Sons de la nature – Waves on a Quite Beach (Ocean Dreams (Waves on the Beach for Relaxing Background)) · Watch on YouTube

youtube_video eu_62BUW4l0 · row eu_62BUW4l0

LAION-DISCO-12M

Calming Waves With White Noise 10 Hours of Deep Sleep

Listed as Ocean Live, Ocean Waves for Sleep, Nature Sounds – Calming Waves With White Noise 10 Hours of Deep Sleep (Personal Wave Therapy For Yoga and Meditation) · Watch on YouTube

youtube_video glS62vMNkbs · row glS62vMNkbs

LAION-DISCO-12M

Rains in Waves

Listed as Meditação Maestro, Nature Sounds, Chillout Lounge – Rains in Waves (40 Ultimate Mindfulness Rain Sounds) · Watch on YouTube

youtube_video goZDKbLmC-I · row goZDKbLmC-I

LAION-DISCO-12M

Rains in Waves

Listed as Nature Sounds, Sonidos De Lluvia y Tormentas, Sonidos de la Naturaleza – Rains in Waves (22 Soft Nature Sounds for a Rainy Evening) · Watch on YouTube

youtube_video huxYMjM46Tw · row huxYMjM46Tw

LAION-DISCO-12M

Taste of Mindfulness

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Taste of Mindfulness (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video lCErHHYQ88U · row lCErHHYQ88U

LAION-DISCO-12M

Soft Rain & Gentle Thunder

Listed as Meditation Relaxation Club, Nature Sounds, Rain Sounds, Masters of Binaurality – Soft Rain & Gentle Thunder (50 Essential Nature Rain Sounds to Clear the Mind and Relax the Soul) · Watch on YouTube

youtube_video lamJF-xFDJY · row lamJF-xFDJY

LAION-DISCO-12M

Soft Rain & Gentle Thunder

Listed as Meditação Maestro, Nature Sounds, Chillout Lounge – Soft Rain & Gentle Thunder (40 Ultimate Mindfulness Rain Sounds) · Watch on YouTube

youtube_video n8qgTwvqztQ · row n8qgTwvqztQ

LAION-DISCO-12M

Life Blossoms

Listed as Nature Sounds, Rain Recorders, Musica para Estudiar – Life Blossoms (60 Powerful Sounds for Sleep and Relaxation - November 2019) · Watch on YouTube

youtube_video oiPTLi8iBOs · row oiPTLi8iBOs

LAION-DISCO-12M

Cleansing Rainfall

Listed as Nature Sounds Artists, Baby Sleep Lullaby Academy, calm shores – Cleansing Rainfall (20 Loopable Rain Sounds for Total Stress Relief) · Watch on YouTube

youtube_video qbIOBXJ-KDU · row qbIOBXJ-KDU

LAION-DISCO-12M

Sounds of Nature Noise Pt. 3

Listed as Nature Sounds Nature Music, Sounds of Nature Noise, Relaxing Radiance – Sounds of Nature Noise Pt. 3 (Sounds of Nature Vol. 1, Sounds of Nature Noise) · Watch on YouTube

youtube_video rFfm3s670Pw · row rFfm3s670Pw

LAION-DISCO-12M

Lounge Music

Listed as Nature Sounds, Yin Yoga Academy – Lounge Music (Meditation Soothing Water Melodies: 2019 New Age Nature Music with Sounds of Water, Songs for Mediation & Deep Relaxation) · Watch on YouTube

youtube_video s8tva0yw34I · row s8tva0yw34I

LAION-DISCO-12M

Blue Sea Sounds Easy Listening Ambience Sounds

Listed as Ocean Waves for Sleep, Nature Sounds, Ocean Live – Blue Sea Sounds Easy Listening Ambience Sounds (Waves Sound Better Focus and Concentration) · Watch on YouTube

youtube_video syCDP51a3bs · row syCDP51a3bs

LAION-DISCO-12M

Soft Emotions

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Soft Emotions (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video t6Sj8tWuYWI · row t6Sj8tWuYWI

LAION-DISCO-12M

Ducks in the Water

Listed as Zen Music Garden, White Noise Research, Nature Sounds – Ducks in the Water (17 White Noise Rain and Nature Sounds) · Watch on YouTube

youtube_video u_uY77eTat8 · row u_uY77eTat8

LAION-DISCO-12M

Calm Music

Listed as Nature Sounds, Yin Yoga Academy – Calm Music (Meditation Soothing Water Melodies: 2019 New Age Nature Music with Sounds of Water, Songs for Mediation & Deep Relaxation) · Watch on YouTube

youtube_video vYdZbxTa28s · row vYdZbxTa28s

LAION-DISCO-12M

Effective Sleep Aid

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Effective Sleep Aid (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video w-eDHh9f_x4 · row w-eDHh9f_x4

LAION-DISCO-12M

Breathing Exercises

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Breathing Exercises (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video w2P-DzQCz_M · row w2P-DzQCz_M

LAION-DISCO-12M

Night Relaxation

Listed as Ocean Waves for Sleep, Lullabies for Deep Meditation, Nature Sounds – Night Relaxation (Better Night’s Sleep – Relaxing Music Therapy) · Watch on YouTube

youtube_video wxsCvqO3syU · row wxsCvqO3syU

LAION-DISCO-12M

Relaxing Ocean Waves on a Tropical Island

Listed as Big Sounds, Nature Sounds, Ocean Waves for Sleep – Relaxing Ocean Waves on a Tropical Island (Relaxing Ocean Waves on a Tropical Island) · Watch on YouTube

youtube_video zlU9N_0TlhQ · row zlU9N_0TlhQ

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.

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.