Artist White Noise Research on YouTube Music

Yes. White Noise Research has 193 songs listed in a dataset used to train AI music models.

Used for training 193

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 Thunderstorm Sounds, Pt. 01, A Thunderstorm Draws Near, Calming Focus

Listed under the artist name 193 songs in LAION-DISCO-12M

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

Thunderstorm Sounds, Pt. 01

Listed as White Noise Research – Thunderstorm Sounds, Pt. 01 (Thunderstorm Sounds) · Watch on YouTube

youtube_video -fhd0Kk1Big · row -fhd0Kk1Big

LAION-DISCO-12M

A Thunderstorm Draws Near

Listed as Zen Music Garden, White Noise Research, Nature Sounds – A Thunderstorm Draws Near (19 White Noise Tracks - Zen Rain) · Watch on YouTube

youtube_video 0AakQTP6s3M · row 0AakQTP6s3M

LAION-DISCO-12M

Calming Focus

Listed as Musica Relajante, Drink Bar Chillout Music, White Noise Research – Calming Focus (Ultimate Sleep Music Pack - 40 Tracks Aimed at Achieving Instant Deep Sleep & Total Stress-Free Relaxation) · Watch on YouTube

youtube_video 0k8gwX-7Fds · row 0k8gwX-7Fds

LAION-DISCO-12M

Sonic Soothing

Listed as Deep Sleep Relaxation, Spa, White Noise Research – Sonic Soothing (Rest in Nature - 35 Peaceful Tracks for Natural Relaxation and Ultimate Deep Sleep) · Watch on YouTube

youtube_video 1f2EVPVgyy4 · row 1f2EVPVgyy4

LAION-DISCO-12M

Just to Chill

Listed as Deep Sleep, New Age, White Noise Research – Just to Chill (#1 30 Alpha Wave Tracks) · Watch on YouTube

youtube_video 2Y-wYf-H35Q · row 2Y-wYf-H35Q

LAION-DISCO-12M

Soothing

Listed as White Noise Research, Yoga Workout Music, Asian Zen Spa Music Meditation – Soothing (2018 Essential Summer Zen Music Collection - 46 Peaceful melodies for Relaxation and Meditation) · Watch on YouTube

youtube_video 2ZVSqI2lMyU · row 2ZVSqI2lMyU

LAION-DISCO-12M

Binaural Delta Waves

Listed as White Noise Babies, Meditation Awareness, White Noise Research – Binaural Delta Waves (14 Baby White Noise Sounds) · Watch on YouTube

youtube_video 4ACTsfsiK5w · row 4ACTsfsiK5w

LAION-DISCO-12M

Pouring Rain

Listed as White Noise Relaxation, Outside Recordings for Rest, White Noise for Baby Sleep, White Noise Research – Pouring Rain (White Noises, Brown Noises, Appliances, and other Audio (Audio for Ambiance, Meditation, Insomnia, and Restless Children)) · Watch on YouTube

youtube_video 5Pq-_HwMXSQ · row 5Pq-_HwMXSQ

LAION-DISCO-12M

Oasis Wonders

Listed as Relaxation Meditation Songs Divine, Calming Music Academy, White Noise Research – Oasis Wonders (Deeply Relaxing Sleep Music - 30 Essential Tracks for Pure Relaxation & Deep Sleep) · Watch on YouTube

youtube_video 77o41KXdE_Y · row 77o41KXdE_Y

LAION-DISCO-12M

Dawn of Innocence

Listed as Loopable Sounds for Babies, White Noise for Babies, White Noise Research – Dawn of Innocence (40 Relaxing Winter Tunes) · Watch on YouTube

youtube_video 83OBjn-aoVI · row 83OBjn-aoVI

LAION-DISCO-12M

Rains in Waves

Listed as White Noise Research, Thunder Storm, It's Raining – Rains in Waves (Rainstorm: Calming Nature Sound for Relaxation) · Watch on YouTube

youtube_video 9IE_jyTyDp8 · row 9IE_jyTyDp8

LAION-DISCO-12M

Relaxation

Listed as White Noise Meditation, White Noise Research, Nature Sound Collection – Relaxation (40 Essential Relaxation Melodies for Deep Sleep and Relaxation) · Watch on YouTube

youtube_video Cb35uG0okmE · row Cb35uG0okmE

LAION-DISCO-12M

Foggy Spires

Listed as White Noise Research, Spa Relaxation & Spa, Healing Yoga Meditation Music Consort – Foggy Spires (Calm Ambient Sounds) · Watch on YouTube

youtube_video D6kyFpLkhSA · row D6kyFpLkhSA

LAION-DISCO-12M

Awaken

Listed as White Noise Research, Musica para Estudiar Academy, Deep Sleep Music Collective – Awaken (46 Pure Summer Relaxation Tracks) · Watch on YouTube

youtube_video DrKq-fPxX8c · row DrKq-fPxX8c

LAION-DISCO-12M

Whispers

Listed as Asian Zen Spa Music Meditation, White Noise Research, Sleep Songs with Nature Sounds – Whispers (Essential Nature Deep Focus - Ultimate Productivity Boost for Work, School and Study, and for a Tranquil Ambience & Meditation Sessions) · Watch on YouTube

youtube_video GsA3pb66LXs · row GsA3pb66LXs

LAION-DISCO-12M

Healing Sounds

Listed as Yoga Soul, Healing Yoga Meditation Music Consort, White Noise Research – Healing Sounds (100 Spa Relaxation Music Mix) · Watch on YouTube

youtube_video GzkIXKEVLWI · row GzkIXKEVLWI

LAION-DISCO-12M

Lost in Paradise

Listed as Reiki, Zen Meditate, White Noise Research – Lost in Paradise (2019 November - Fall Nighttime Playlist for Deep Sleep) · Watch on YouTube

youtube_video LvIbeY5Qfww · row LvIbeY5Qfww

LAION-DISCO-12M

Blanket of Bliss

Listed as Smooth Jazz, White Noise Research, Massage Music – Blanket of Bliss (Spring 2018 Deep Sleep and Stress Relief Sounds Compilation) · Watch on YouTube

youtube_video MbEEKEk-W50 · row MbEEKEk-W50

LAION-DISCO-12M

Fireside Whispers

Listed as Life Sounds Nature, White Noise Research, Massage Tribe – Fireside Whispers (40 Calming Sounds for Winter Yoga) · Watch on YouTube

youtube_video NR2R7a8_NzQ · row NR2R7a8_NzQ

LAION-DISCO-12M

Keeping It Calm

Listed as Deep Sleep, New Age, White Noise Research – Keeping It Calm (#1 30 Alpha Wave Tracks) · Watch on YouTube

youtube_video NomZbmFMKAo · row NomZbmFMKAo

LAION-DISCO-12M

Low Purring Tone

Listed as White Noise Babies, Meditation Awareness, White Noise Research – Low Purring Tone (#18 White Noise Delta Noises) · Watch on YouTube

youtube_video Po9Xsq4WGSc · row Po9Xsq4WGSc

LAION-DISCO-12M

Karma Flows

Listed as Yoga Soul, Healing Yoga Meditation Music Consort, White Noise Research – Karma Flows (100 Spa Relaxation Music Mix) · Watch on YouTube

youtube_video QHZeP6wVHNY · row QHZeP6wVHNY

LAION-DISCO-12M

Lullaby

Listed as Zen Music Garden, White Noise Research, Nature Sounds – Lullaby (18 Background Rain and Nature Sounds) · Watch on YouTube

youtube_video Tr6E-1H1YGs · row Tr6E-1H1YGs

LAION-DISCO-12M

Background Noise: Rainy Night, Pt. 11

Listed as White Noise Research – Background Noise: Rainy Night, Pt. 11 (Background Noise: Rainy Night) · Watch on YouTube

youtube_video VseY3QcGWI4 · row VseY3QcGWI4

LAION-DISCO-12M

Self Discovery

Listed as White Noise Research, Yoga Workout Music, Yoga Tribe – Self Discovery (Essential Sleep 2019 Deep Focus & Relaxation Compilation) · Watch on YouTube

youtube_video WKBAjuHUd_k · row WKBAjuHUd_k

LAION-DISCO-12M

Waves of Relaxation

Listed as Sunset Chill out Music Zone, White Noise Research, Beach Party Chillout Music Ensemble – Waves of Relaxation (Restfulness & Sleep Now Music - 40 Tracks of Pure Peace & Calm for Deep Natural Sleep and Complete Rest and Relaxation) · Watch on YouTube

youtube_video _H9hccBdVmM · row _H9hccBdVmM

LAION-DISCO-12M

Windy Rain on Pavement

Listed as Sleep Songs with Nature Sounds, Rain Man Sounds, White Noise Research – Windy Rain on Pavement (The Stunning Winter Rain Album of 2020) · Watch on YouTube

youtube_video _K4AvcUpWes · row _K4AvcUpWes

LAION-DISCO-12M

All Together

Listed as Smooth Jazz, White Noise Research, Massage Music – All Together (Spring 2018 Deep Sleep and Stress Relief Sounds Compilation) · Watch on YouTube

youtube_video bIgmgseWjbw · row bIgmgseWjbw

LAION-DISCO-12M

Cry Baby

Listed as White Noise Research – Cry Baby (Calming Lullabies for Baby – Nature Sounds, Sweet Lullabies, Baby Music, Relaxing Therapy, White Noise for Babies) · Watch on YouTube

youtube_video fmcExw-tOeM · row fmcExw-tOeM

LAION-DISCO-12M

Ballet of Sound

Listed as Deep Sleep Meditation, White Noise Research, Classical New Age Piano Music – Ballet of Sound (Relaxing Sounds for Meditation - Healing Sounds of Nature, Meditation Meditation, Relaxation Music) · Watch on YouTube

youtube_video gqQR_IMHdq4 · row gqQR_IMHdq4

LAION-DISCO-12M

By the Fireside

Listed as White Noise Nature Sounds Baby Sleep, White Noise Research, Deep Sleep Music Delta Binaural 432 Hz – By the Fireside (Ultimate Sleep Aid - Instantly Fall Asleep and Relax with Soothing Sounds of Complete Peace & Tranquility) · Watch on YouTube

youtube_video h7IfiRfrHWA · row h7IfiRfrHWA

LAION-DISCO-12M

Background Calm

Listed as Deep Sleep Meditation, White Noise Research, Classical New Age Piano Music – Background Calm (Relaxing Sounds for Meditation - Healing Sounds of Nature, Meditation Meditation, Relaxation Music) · Watch on YouTube

youtube_video k0BE5yfvwKQ · row k0BE5yfvwKQ

LAION-DISCO-12M

Raindrop Sounds

Listed as White Noise Research, Relaxing Instrumental Jazz Academy, Cafe Les Costes Club Dj Chillout – Raindrop Sounds (20 Loopable Natural Rain Sounds for Deep Sleep & Complete Focus) · Watch on YouTube

youtube_video nMOOdzASqWw · row nMOOdzASqWw

LAION-DISCO-12M

Strike a Note

Listed as White Noise Research, Yoga Workout Music, Asian Zen Spa Music Meditation – Strike a Note (2018 Essential Summer Zen Music Collection - 46 Peaceful melodies for Relaxation and Meditation) · Watch on YouTube

youtube_video nj_LE0MAjZI · row nj_LE0MAjZI

LAION-DISCO-12M

Hidden Flows

Listed as White Noise Research, Yoga Workout Music, Asian Zen Spa Music Meditation – Hidden Flows (2018 Essential Summer Zen Music Collection - 46 Peaceful melodies for Relaxation and Meditation) · Watch on YouTube

youtube_video oB6JDXsxi98 · row oB6JDXsxi98

LAION-DISCO-12M

Ocean Haven

Listed as Spa & Spa, White Noise Research, Asian Zen Spa Music Meditation – Ocean Haven (Ultimate 45 Track REM Deep Sleep Mix) · Watch on YouTube

youtube_video ofibKMXe7mM · row ofibKMXe7mM

LAION-DISCO-12M

Background Noise: Rainy Night, Pt. 28

Listed as White Noise Research – Background Noise: Rainy Night, Pt. 28 (Background Noise: Rainy Night) · Watch on YouTube

youtube_video pKXv5sda_xk · row pKXv5sda_xk

LAION-DISCO-12M

Massage for Me

Listed as White Noise Research, Yoga Workout Music, Asian Zen Spa Music Meditation – Massage for Me (2018 Essential Summer Zen Music Collection - 46 Peaceful melodies for Relaxation and Meditation) · Watch on YouTube

youtube_video piiGenl1ihM · row piiGenl1ihM

LAION-DISCO-12M

Morning Rain for Working

Listed as White Noise Research – Morning Rain for Working (Fifty Shades of White Noise) · Watch on YouTube

youtube_video pkIx5083Tmk · row pkIx5083Tmk

LAION-DISCO-12M

Seaside Heavy Waves

Listed as Zen Music Garden, White Noise Research, Nature Sounds – Seaside Heavy Waves (18 Background Rain and Nature Sounds) · Watch on YouTube

youtube_video rJliHKCq7OE · row rJliHKCq7OE

LAION-DISCO-12M

Serenity of it all

Listed as Musica Relajante, Drink Bar Chillout Music, White Noise Research – Serenity of it all (Ultimate Sleep Music Pack - 40 Tracks Aimed at Achieving Instant Deep Sleep & Total Stress-Free Relaxation) · Watch on YouTube

youtube_video v9HdA08XZmQ · row v9HdA08XZmQ

LAION-DISCO-12M

Journey to Dreamland

Listed as Relaxation Meditation Songs Divine, Calming Music Academy, White Noise Research – Journey to Dreamland (Deeply Relaxing Sleep Music - 30 Essential Tracks for Pure Relaxation & Deep Sleep) · Watch on YouTube

youtube_video w-208m8dZ5k · row w-208m8dZ5k

LAION-DISCO-12M

Concentration Regeration Alpha Waves

Listed as White Noise Babies, Meditation Awareness, White Noise Research – Concentration Regeration Alpha Waves (11 Sounds of White Noise: Binaural Collection) · Watch on YouTube

youtube_video wuZ6WHwcydw · row wuZ6WHwcydw

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.