Yes. River Sounds has 141 songs listed in a dataset used to train AI music models.

Used for training 141

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 Cool Ocean Waves With Nature Sounds 10 Hours of Deep Sleep, Murmuring Currents, River Sounds The Best Water Sounds Loopable for 8 Hours

Listed under the artist name 141 songs in LAION-DISCO-12M

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

Cool Ocean Waves With Nature Sounds 10 Hours of Deep Sleep

Listed as River Sounds, Wave Sounds, Ocean Sounds – Cool Ocean Waves With Nature Sounds 10 Hours of Deep Sleep (Calming Waves With Rain) · Watch on YouTube

youtube_video 0ridXg0R0T8 · row 0ridXg0R0T8

LAION-DISCO-12M

Murmuring Currents

Listed as River Sounds – Murmuring Currents (Riverside Serenade) · Watch on YouTube

youtube_video 10-aIe4tE6k · row 10-aIe4tE6k

LAION-DISCO-12M

River Sounds The Best Water Sounds Loopable for 8 Hours

Listed as Ocean Sounds, River Sounds, Wave Sounds – River Sounds The Best Water Sounds Loopable for 8 Hours (Water Sounds Peaceful and Restful Night) · Watch on YouTube

youtube_video 1HHynZcJ0UE · row 1HHynZcJ0UE

LAION-DISCO-12M

Flowing River Over Weir (No Fade For Looping)

Listed as River Sounds – Flowing River Over Weir (No Fade For Looping) (Relaxing River Sounds) · Watch on YouTube

youtube_video 4J6MMFqBxjg · row 4J6MMFqBxjg

LAION-DISCO-12M

Flowing Rhapsody

Listed as River Sounds – Flowing Rhapsody (Riverside Serenade) · Watch on YouTube

youtube_video 5n8-_XWycTA · row 5n8-_XWycTA

LAION-DISCO-12M

Gentle Relaxation

Listed as River Sounds – Gentle Relaxation (Rivers and Streams) · Watch on YouTube

youtube_video 6cuaMdvFVO0 · row 6cuaMdvFVO0

LAION-DISCO-12M

Whispering Riverbanks

Listed as River Sounds – Whispering Riverbanks (Riverside Serenade) · Watch on YouTube

youtube_video 7EkjVLMQwXg · row 7EkjVLMQwXg

LAION-DISCO-12M

Soft Ocean Relaxing Nature For Good and Deep Sleep

Listed as River Sounds, Ocean Sounds, Wave Sounds – Soft Ocean Relaxing Nature For Good and Deep Sleep (Ocean and River Sounds Ocean Lullaby) · Watch on YouTube

youtube_video 7xjvQNKjKTQ · row 7xjvQNKjKTQ

LAION-DISCO-12M

Morning Forest Walk

Listed as River Sounds – Morning Forest Walk (Bustling River Sounds) · Watch on YouTube

youtube_video 8lHaSXuMN3M · row 8lHaSXuMN3M

LAION-DISCO-12M

Ocean SoundsFor Deep Sleep With Rain For Babies to Sleep

Listed as River Sounds, Ocean Sounds, Wave Sounds – Ocean SoundsFor Deep Sleep With Rain For Babies to Sleep (Wave Sounds) · Watch on YouTube

youtube_video 9ApReTTOLdI · row 9ApReTTOLdI

LAION-DISCO-12M

Riversong Reverie

Listed as River Sounds – Riversong Reverie (Riverside Serenade) · Watch on YouTube

youtube_video BIrsSVjTpck · row BIrsSVjTpck

LAION-DISCO-12M

Enjoy Nature

Listed as River Sounds – Enjoy Nature (Mystic Lights) · Watch on YouTube

youtube_video Boo2kSuMj3Q · row Boo2kSuMj3Q

LAION-DISCO-12M

Personal Wave Therapy Keep Calm with Nature Sounds Instant Deep Sleep

Listed as River Sounds, Ocean Sounds, Wave Sounds – Personal Wave Therapy Keep Calm with Nature Sounds Instant Deep Sleep (Ocean and River Sounds Ocean Lullaby) · Watch on YouTube

youtube_video EFpCWYLNdjg · row EFpCWYLNdjg

LAION-DISCO-12M

Ocean SoundsFor Deep Sleep With Rain For Babies to Sleep

Listed as River Sounds, Ocean Sounds, Wave Sounds – Ocean SoundsFor Deep Sleep With Rain For Babies to Sleep (Calm Water Sounds) · Watch on YouTube

youtube_video F8i2i-f2Ijg · row F8i2i-f2Ijg

LAION-DISCO-12M

Cozy Wave Sounds For Insomnia Relief 10 Hours of Deep Sleep

Listed as Ocean Sounds, River Sounds, Wave Sounds – Cozy Wave Sounds For Insomnia Relief 10 Hours of Deep Sleep (River Sound) · Watch on YouTube

youtube_video GefZskgC_FI · row GefZskgC_FI

LAION-DISCO-12M

Relaxing Water

Listed as River Sounds – Relaxing Water (Endless River) · Watch on YouTube

youtube_video Hoqp9VAMkg4 · row Hoqp9VAMkg4

LAION-DISCO-12M

Flowing Lullaby

Listed as River Sounds – Flowing Lullaby (Riverside Serenade) · Watch on YouTube

youtube_video Hsq6422Nyv4 · row Hsq6422Nyv4

LAION-DISCO-12M

Dive

Listed as River Sounds – Dive (River Is Life) · Watch on YouTube

youtube_video Imv7nYaW6nE · row Imv7nYaW6nE

LAION-DISCO-12M

Sea Sounds For Pure Relaxation Relaxing and Loopable 10 Hours

Listed as Wave Sounds, River Sounds, Ocean Sounds – Sea Sounds For Pure Relaxation Relaxing and Loopable 10 Hours (Calming Waves With Rain) · Watch on YouTube

youtube_video KSUXq5s6flg · row KSUXq5s6flg

LAION-DISCO-12M

Relaxing Stream

Listed as River Sounds – Relaxing Stream (Rivers and Streams) · Watch on YouTube

youtube_video NnBTfVh4RCg · row NnBTfVh4RCg

LAION-DISCO-12M

1 Hour of River Sounds Through the Rocks, Pt. 10

Listed as River Sounds – 1 Hour of River Sounds Through the Rocks, Pt. 10 (River Meditations) · Watch on YouTube

youtube_video PN_652PmxuA · row PN_652PmxuA

LAION-DISCO-12M

Gentle River Sounds For Healthy Sleep 10 Hours of Deep Sleep

Listed as Wave Sounds, Ocean Sounds, River Sounds – Gentle River Sounds For Healthy Sleep 10 Hours of Deep Sleep (Calming Waves With Rain) · Watch on YouTube

youtube_video PZC3Z236TvI · row PZC3Z236TvI

LAION-DISCO-12M

Cascading Harmony

Listed as River Sounds – Cascading Harmony (Riverside Serenade) · Watch on YouTube

youtube_video P_IRhqfYPfQ · row P_IRhqfYPfQ

LAION-DISCO-12M

Rhythmic Rapids

Listed as River Sounds – Rhythmic Rapids (Riverside Serenade) · Watch on YouTube

youtube_video PjW4oEd-ieY · row PjW4oEd-ieY

LAION-DISCO-12M

Gentle River Sounds Healing Water Sounds 10 Hours of Deep Sleep

Listed as River Sounds, Wave Sounds, Ocean Sounds – Gentle River Sounds Healing Water Sounds 10 Hours of Deep Sleep (Calming Waves Healing Water Sounds) · Watch on YouTube

youtube_video Qg4kybBA5QM · row Qg4kybBA5QM

LAION-DISCO-12M

Backbone

Listed as River Sounds – Backbone (River Is Life) · Watch on YouTube

youtube_video RENNat68fqk · row RENNat68fqk

LAION-DISCO-12M

Cool Ocean Waves Soothing Sounds 10 Hours of Deep Sleep

Listed as Wave Sounds, Ocean Sounds, River Sounds – Cool Ocean Waves Soothing Sounds 10 Hours of Deep Sleep (Calming Waves Healing Water Sounds) · Watch on YouTube

youtube_video SN6gs8sj5pc · row SN6gs8sj5pc

LAION-DISCO-12M

Overflowing with Brio

Listed as River Sounds – Overflowing with Brio (Rhythm of River) · Watch on YouTube

youtube_video ShMzVPqZ9S0 · row ShMzVPqZ9S0

LAION-DISCO-12M

Whispering Waters

Listed as River Sounds – Whispering Waters (Riverside Serenade) · Watch on YouTube

youtube_video SjpZOTzBYXE · row SjpZOTzBYXE

LAION-DISCO-12M

Melodic Waters

Listed as River Sounds – Melodic Waters (Riverside Serenade) · Watch on YouTube

youtube_video Sw74l8tMxYA · row Sw74l8tMxYA

LAION-DISCO-12M

Wave Sounds For Yoga and Meditation Loopable for 8 Hours

Listed as Wave Sounds, River Sounds, Ocean Sounds – Wave Sounds For Yoga and Meditation Loopable for 8 Hours (Calming Waves Healing Water Sounds) · Watch on YouTube

youtube_video VTy0IY5Zndg · row VTy0IY5Zndg

LAION-DISCO-12M

Riverside Serenade

Listed as River Sounds – Riverside Serenade (Riverside Serenade) · Watch on YouTube

youtube_video Wtwnn9v0_pY · row Wtwnn9v0_pY

LAION-DISCO-12M

Ocean SoundsFor Deep Sleep Easy Listening Relaxing and Loopable 10 Hours

Listed as Wave Sounds, River Sounds, Ocean Sounds – Ocean SoundsFor Deep Sleep Easy Listening Relaxing and Loopable 10 Hours (Wave Sounds) · Watch on YouTube

youtube_video XSvZ3PYO03o · row XSvZ3PYO03o

LAION-DISCO-12M

Ocean Wave Sounds Relaxing Nature For Adult and Babies Sleep

Listed as Ocean Sounds, Wave Sounds, River Sounds – Ocean Wave Sounds Relaxing Nature For Adult and Babies Sleep (Rivers Sleep for Baby) · Watch on YouTube

youtube_video aQlnDrE36I4 · row aQlnDrE36I4

LAION-DISCO-12M

Ocean Wave Sounds Relaxing Nature For Adult and Babies Sleep

Listed as River Sounds, Ocean Sounds, Wave Sounds – Ocean Wave Sounds Relaxing Nature For Adult and Babies Sleep (Wave Sounds) · Watch on YouTube

youtube_video aUw9N3OXryU · row aUw9N3OXryU

LAION-DISCO-12M

Cool Ocean Waves For a Good Night Help with Studying

Listed as River Sounds, Ocean Sounds, Wave Sounds – Cool Ocean Waves For a Good Night Help with Studying (Ocean Sound Better Focus and Concentration) · Watch on YouTube

youtube_video aXiz4_7qnOA · row aXiz4_7qnOA

LAION-DISCO-12M

Pure Nature

Listed as River Sounds – Pure Nature (Deep Sleep River Sounds) · Watch on YouTube

youtube_video dW1wpAwCCNM · row dW1wpAwCCNM

LAION-DISCO-12M

Sound Therapy

Listed as River Sounds – Sound Therapy (River of Life) · Watch on YouTube

youtube_video dkBLQwRJCK4 · row dkBLQwRJCK4

LAION-DISCO-12M

Wave Sounds Healing Water Sounds Loopable for 8 Hours

Listed as Wave Sounds, Ocean Sounds, River Sounds – Wave Sounds Healing Water Sounds Loopable for 8 Hours (Wave Sounds) · Watch on YouTube

youtube_video jZEVx9KKSwI · row jZEVx9KKSwI

LAION-DISCO-12M

Ocean SoundsFor Deep Sleep With Rain For Babies to Sleep

Listed as River Sounds, Wave Sounds, Ocean Sounds – Ocean SoundsFor Deep Sleep With Rain For Babies to Sleep (Calm River Sounds) · Watch on YouTube

youtube_video mRFqeU5VLXc · row mRFqeU5VLXc

LAION-DISCO-12M

River Sounds

Listed as River Sounds – River Sounds (Endless River) · Watch on YouTube

youtube_video n-tbMlU0jgY · row n-tbMlU0jgY

LAION-DISCO-12M

Ocean and River Sounds Easy Listening Instant Deep Sleep

Listed as Ocean Sounds, River Sounds, Wave Sounds – Ocean and River Sounds Easy Listening Instant Deep Sleep (Ocean and River Sounds Ocean Lullaby) · Watch on YouTube

youtube_video ow4MDGRNHi4 · row ow4MDGRNHi4

LAION-DISCO-12M

Ocean Waves Sounds Relaxing Nature to Relief the Night

Listed as Wave Sounds, River Sounds, Ocean Sounds – Ocean Waves Sounds Relaxing Nature to Relief the Night (Ocean and River Sounds Ocean Lullaby) · Watch on YouTube

youtube_video pC7tmqKavlE · row pC7tmqKavlE

LAION-DISCO-12M

River's Journey

Listed as River Sounds – River's Journey (Riverside Serenade) · Watch on YouTube

youtube_video pJCkblDCdRA · row pJCkblDCdRA

LAION-DISCO-12M

River Sounds With Rain Instant Deep Sleep

Listed as River Sounds, Ocean Sounds, Wave Sounds – River Sounds With Rain Instant Deep Sleep (Calming Waves Healing Water Sounds) · Watch on YouTube

youtube_video tFkpysg8Ynk · row tFkpysg8Ynk

LAION-DISCO-12M

Peaceful River

Listed as River Sounds – Peaceful River (Rivers and Streams) · Watch on YouTube

youtube_video ta7X9PMLshg · row ta7X9PMLshg

LAION-DISCO-12M

Soothing Creek Sounds

Listed as River Sounds – Soothing Creek Sounds (Rivers and Streams) · Watch on YouTube

youtube_video wDZG_srVnE0 · row wDZG_srVnE0

LAION-DISCO-12M

Flowing with Life

Listed as River Sounds – Flowing with Life (Rhythm of River) · Watch on YouTube

youtube_video yRyaqKOmWss · row yRyaqKOmWss

LAION-DISCO-12M

Ocean Wave Sounds Relaxing Nature For Adult and Babies Sleep

Listed as Ocean Sounds, Wave Sounds, River Sounds – Ocean Wave Sounds Relaxing Nature For Adult and Babies Sleep (Water Peaceful and Restful Night) · Watch on YouTube

youtube_video yvixAYEzycE · row yvixAYEzycE

LAION-DISCO-12M

River's Reflections

Listed as River Sounds – River's Reflections (Riverside Serenade) · Watch on YouTube

youtube_video zTVVKxTo128 · row zTVVKxTo128

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.