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 Crystal Clear Ocean, Chill Forest Music For Sleep, Before Dawn

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.

Crystal Clear Ocean

Listed as Nature Sounds Nature Music, Sleep Sounds of Nature, Nature Sounds – Crystal Clear Ocean (Take Pleasure in Nature) · Watch on YouTube

youtube_video 1-ng8Dwiac8 · row 1-ng8Dwiac8

LAION-DISCO-12M

Chill Forest Music For Sleep

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Chill Forest Music For Sleep (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video 2LvVOt_3AVI · row 2LvVOt_3AVI

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Before Dawn

Listed as Just Relax Music Universe, Natural Healing Music Zone, Nature Sounds – Before Dawn (15 Nature Chants to Calm: Fresh 2019 Nature New Age Anthems for Full Calm Down, Beautiful Sounds for Total Rest & Relax, Perfect Vital Energy Regeneration, Stress Relief) · Watch on YouTube

youtube_video 2LxuwoKzioA · row 2LxuwoKzioA

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Light Rain on a Tin Roof

Listed as Nature Sounds, Rain Sounds, Relaxing Music Therapy – Light Rain on a Tin Roof (15 Sounds of Rain: Tranquility, Serenity, Mindfulness, Nature, Sleep,Relaxation, Meditation) · Watch on YouTube

youtube_video 3DI58_9L1ns · row 3DI58_9L1ns

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Calm Sleeping Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Calm Sleeping Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video 3ZVmbzaDHIo · row 3ZVmbzaDHIo

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Tranquil Music For Sleep

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Tranquil Music For Sleep (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video 55wnqBym8X8 · row 55wnqBym8X8

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Soothing Nature Deep Sleep Sounds

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Soothing Nature Deep Sleep Sounds (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video 5VveqHmCrHg · row 5VveqHmCrHg

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Relaxing Bird Music For Sleep

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Relaxing Bird Music For Sleep (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video 7B4D73_L5DI · row 7B4D73_L5DI

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Soothing Sleep Aid Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Soothing Sleep Aid Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video 8naIag1QClE · row 8naIag1QClE

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Cyclic Dreams

Listed as Relaxing Spa Music, Rain Sounds, Nature Sounds Nature Music – Cyclic Dreams (The Smooth Sound of the River: Sleep Meditation, Atmosphere & Waves, Yoga & Massage) · Watch on YouTube

youtube_video DYKBH2zTZVA · row DYKBH2zTZVA

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Soft Deep Sleep Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Soft Deep Sleep Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video EAKMp0ZmQs0 · row EAKMp0ZmQs0

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Rain Sound: Baby Bedtime

Listed as Relaxing Mindfulness Meditation Relaxation Maestro, Nature Sounds – Rain Sound: Baby Bedtime (Nature Rain Sounds for Anxiety, Meditation and Yoga, Beat Insomnia Sleep All Night Natural Sounds Loopable Rain Compilation) · Watch on YouTube

youtube_video H06Lqh3PrA0 · row H06Lqh3PrA0

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Soft Sleeping Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Soft Sleeping Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video J47_5KolQBI · row J47_5KolQBI

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Tranquil Deep Sleep Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Tranquil Deep Sleep Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video Jb_Pc9eHHn4 · row Jb_Pc9eHHn4

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Water Stream River

Listed as Nature Sounds, Water Sounds, River Sounds, Relaxation Channel – Water Stream River (Water Stream River) · Watch on YouTube

youtube_video Jlr0A6xuJCU · row Jlr0A6xuJCU

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Watching the River

Listed as Sleep Sounds of Nature, Nature Sounds, Nature Sounds Nature Music – Watching the River (Take Pleasure in Nature) · Watch on YouTube

youtube_video KyK_htWep3o · row KyK_htWep3o

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Relaxing Ambient Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Relaxing Ambient Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video L1Jv9L9P-dU · row L1Jv9L9P-dU

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Deep Sleep Forest Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Deep Sleep Forest Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video M1uQ8kk_O-M · row M1uQ8kk_O-M

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Forest Sounds and Sleep Aid

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Forest Sounds and Sleep Aid (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video M2Ank3EbUlc · row M2Ank3EbUlc

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Ambient Background Forest Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Ambient Background Forest Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video MeacAKcic64 · row MeacAKcic64

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Calm Sleep Aid

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Calm Sleep Aid (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video Msv28JRWYvY · row Msv28JRWYvY

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Rain Drops

Listed as Meditação Yoga, Guided Meditation Music Zone, Meditation Relaxation Club, Nature Sounds – Rain Drops (Spiritual Chillout: Natural Rain Mix) · Watch on YouTube

youtube_video P5UBx0QTF0g · row P5UBx0QTF0g

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Zen Part Two

Listed as Relaxing Music Therapy, Nature Sounds, Massage Tribe – Zen Part Two (Zen Sounds for Relaxation) · Watch on YouTube

youtube_video PpqVaIVt7Qw · row PpqVaIVt7Qw

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Sleeping Music with Bird Sounds

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Sleeping Music with Bird Sounds (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video QOww-erCQEo · row QOww-erCQEo

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Tranquil Ambient Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Tranquil Ambient Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video ROAyL7pKE8A · row ROAyL7pKE8A

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Soothing Rain(Loopable,No fade)

Listed as Rain Sounds, Nature Sounds, Meditation Music Zone – Soothing Rain(Loopable,No fade) (19 Rain Sounds to Fall Asleep To) · Watch on YouTube

youtube_video U_XnyYzn_jQ · row U_XnyYzn_jQ

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Tranquil Calming Nature Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Tranquil Calming Nature Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video VeyQAiXQs7k · row VeyQAiXQs7k

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Deep Sleep Ambient Bird Sounds

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Deep Sleep Ambient Bird Sounds (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video WfRuw5pzFHU · row WfRuw5pzFHU

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Sleeping Music and Nature Sounds

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Sleeping Music and Nature Sounds (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video XQ_-Km3sGAg · row XQ_-Km3sGAg

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Prelude to Calm

Listed as Just Relax Music Universe, Natural Healing Music Zone, Nature Sounds – Prelude to Calm (15 Nature Chants to Calm: Fresh 2019 Nature New Age Anthems for Full Calm Down, Beautiful Sounds for Total Rest & Relax, Perfect Vital Energy Regeneration, Stress Relief) · Watch on YouTube

youtube_video Y6uHSMa7G-w · row Y6uHSMa7G-w

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Ocean Wave Beat

Listed as Lofi Radiance, Nature Sounds, Relaxing Music Therapy – Ocean Wave Beat (Lofi Nature Sounds) · Watch on YouTube

youtube_video YpSf9e8fCSw · row YpSf9e8fCSw

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Relaxing Forest Sleep Aid

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Relaxing Forest Sleep Aid (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video ZNfv7h0LBJM · row ZNfv7h0LBJM

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Sleep Aid and Bird Sounds

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Sleep Aid and Bird Sounds (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video avprY0ZBpFY · row avprY0ZBpFY

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Crickets Chirping Night Sounds for Sleeping

Listed as Spa Radiance, Nature Sounds – Crickets Chirping Night Sounds for Sleeping (Evening Crickets: Relaxing Spa Sounds) · Watch on YouTube

youtube_video bAkiicVD9_o · row bAkiicVD9_o

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Peaceful Forest Sleep Aid

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Peaceful Forest Sleep Aid (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video bSenmV_D2as · row bSenmV_D2as

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Bend In River

Listed as River Sounds, Nature Sounds – Bend In River (川三) · Watch on YouTube

youtube_video dMsJQjIYmFY · row dMsJQjIYmFY

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Forest Nature Sleeping Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Forest Nature Sleeping Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video fPit__fzDio · row fPit__fzDio

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Soft Bird Music For Sleep

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Soft Bird Music For Sleep (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video g1xmrsuzf5A · row g1xmrsuzf5A

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Moonlit in Rainfall Sleep

Listed as Moon Samples, Rain Sounds For Sleep, Nature Sounds Sleep Solution for Tinnitus – Moonlit in Rainfall Sleep (Binaural Rainfall: Moonlit Sleep Serenity) · Watch on YouTube

youtube_video hMjzVzrRuYk · row hMjzVzrRuYk

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Soft Rain & Gentle Thunder

Listed as Meditação Yoga, Guided Meditation Music Zone, Meditation Relaxation Club, Nature Sounds – Soft Rain & Gentle Thunder (Spiritual Chillout: Natural Rain Mix) · Watch on YouTube

youtube_video hZQ_eFfizbc · row hZQ_eFfizbc

LAION-DISCO-12M

Music For Deep Sleep

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Music For Deep Sleep (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video hmJnY6MVfCI · row hmJnY6MVfCI

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Enchanted Rainforest

Listed as Nature Sounds for Sleep and Relaxation, Forest Sounds, Bird Sounds – Enchanted Rainforest (Nature Sounds (Live Recordings)) · Watch on YouTube

youtube_video lYUuMqSNrfo · row lYUuMqSNrfo

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Cricket Sound

Listed as Spa Radiance, Nature Sounds – Cricket Sound (Evening Crickets: Relaxing Spa Sounds) · Watch on YouTube

youtube_video nTR_1LaBSgU · row nTR_1LaBSgU

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Solitude Symphony

Listed as Nature Sounds for Sleep and Relaxation, Forest Sounds, Bird Sounds – Solitude Symphony (Nature Sounds (Live Recordings)) · Watch on YouTube

youtube_video pIMt3BMrO6k · row pIMt3BMrO6k

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Bird Sounds for Sleeping Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Bird Sounds for Sleeping Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video qLyB_Fkwu08 · row qLyB_Fkwu08

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Soothing Forest Music For Sleep

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Soothing Forest Music For Sleep (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video s02Jo7RAUAs · row s02Jo7RAUAs

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Midnight Rainy Thunder

Listed as Rain Escape, Nature Sounds, Sounds of Nature White Noise for Mindfulness Meditation and Relaxation – Midnight Rainy Thunder (Beautiful Rain Recordings) · Watch on YouTube

youtube_video u6S8orBmdMw · row u6S8orBmdMw

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Awakening Rain

Listed as Massage Therapy Music, Ambient Music Therapy, Nature Sounds – Awakening Rain (2017 Natural Rain Sounds - Bliss, Harmony, Mindfulness, Peace & Serenity) · Watch on YouTube

youtube_video xoLaHVUfgmU · row xoLaHVUfgmU

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Chill Ambient Nature Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Chill Ambient Nature Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video xxYP8NfIGas · row xxYP8NfIGas

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Ambient Bird Music

Listed as Deep Sleep, Music For Sleep, Nature Sounds – Ambient Bird Music (Music For Sleep: Relaxing Music and Nature Sounds For Deep Sleep, Music For Relaxation, Relaxing Sleep Aid and Piano and Bird Sounds For Sleeping Music) · Watch on YouTube

youtube_video yp2wPe86AYw · row yp2wPe86AYw

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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.