Yes. Studying Music has 151 songs listed in a dataset used to train AI music models.

Used for training 151

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 Calming Waves For Pure Relaxation 10 Hours of Deep Sleep, Sleepy Sea Sounds Soothing Sounds Loopable for 8 Hours, Heavy Ocean Sounds Soothing Sounds Instant Deep Sleep

Listed under the artist name 151 songs in LAION-DISCO-12M

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

Calming Waves For Pure Relaxation 10 Hours of Deep Sleep

Listed as Sleep Music, Studying Music – Calming Waves For Pure Relaxation 10 Hours of Deep Sleep (Peaceful Sea Water Sounds) · Watch on YouTube

youtube_video --ovZz_Gb3k · row --ovZz_Gb3k

LAION-DISCO-12M

Sleepy Sea Sounds Soothing Sounds Loopable for 8 Hours

Listed as Sleep Music, Studying Music – Sleepy Sea Sounds Soothing Sounds Loopable for 8 Hours (Peaceful Sea Water Sounds) · Watch on YouTube

youtube_video -GUlQvRnsLs · row -GUlQvRnsLs

LAION-DISCO-12M

Heavy Ocean Sounds Soothing Sounds Instant Deep Sleep

Listed as Sleeping Music, Studying Music – Heavy Ocean Sounds Soothing Sounds Instant Deep Sleep (Peaceful Sea Water Sounds) · Watch on YouTube

youtube_video 0HAeYRPfyeY · row 0HAeYRPfyeY

LAION-DISCO-12M

Peaceful Sea Calm and RelaxingTo Help your Baby Rest and Sleep

Listed as Sleeping Music, Studying Music – Peaceful Sea Calm and RelaxingTo Help your Baby Rest and Sleep (Personal Wave Therapy Anti Stress) · Watch on YouTube

youtube_video 1DqxRcRGC0w · row 1DqxRcRGC0w

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Studying Music, Sleeping Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Waves Sounds Deep Sleep for Babies) · Watch on YouTube

youtube_video 1bWtpYM7ZeM · row 1bWtpYM7ZeM

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Sleeping Music, Studying Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Wave Sounds Peaceful and Restful Night) · Watch on YouTube

youtube_video 1hlPL2PX-co · row 1hlPL2PX-co

LAION-DISCO-12M

Relaxing Ocean Sounds For Pure Relaxation Help with Studying

Listed as Sleeping Music, Studying Music – Relaxing Ocean Sounds For Pure Relaxation Help with Studying (Personal Wave Therapy Anti Stress) · Watch on YouTube

youtube_video 2uX-K0TV-6Y · row 2uX-K0TV-6Y

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Sleep Music, Studying Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Wave Sleep for Baby) · Watch on YouTube

youtube_video 2y0B3oLs-HQ · row 2y0B3oLs-HQ

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Studying Music, Sleep Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Calm Wave) · Watch on YouTube

youtube_video 5Y6NMEXOk8k · row 5Y6NMEXOk8k

LAION-DISCO-12M

Personal Wave Therapy For Yoga and Meditation To Help your Baby Sleep

Listed as Sleeping Music, Studying Music – Personal Wave Therapy For Yoga and Meditation To Help your Baby Sleep (Wave Sleep for Baby) · Watch on YouTube

youtube_video 65vhj33y350 · row 65vhj33y350

LAION-DISCO-12M

Wave Sounds With Nature Music To Help with Meditation

Listed as Studying Music, Sleep Music – Wave Sounds With Nature Music To Help with Meditation (Water Sounds) · Watch on YouTube

youtube_video 6F9BmfyR324 · row 6F9BmfyR324

LAION-DISCO-12M

Ocean SoundsFor Deep Sleep Keep Calm with Nature Sounds For Babies to Sleep

Listed as Sleep Music, Studying Music – Ocean SoundsFor Deep Sleep Keep Calm with Nature Sounds For Babies to Sleep (Blue Sea Sounds With Nature Sounds) · Watch on YouTube

youtube_video 9f0vCycLkg0 · row 9f0vCycLkg0

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Sleeping Music, Studying Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Water Sounds Peaceful and Restful Night) · Watch on YouTube

youtube_video Ay_YbPc4XE0 · row Ay_YbPc4XE0

LAION-DISCO-12M

Heavy Ocean Sounds The Best Water Sounds For Taking a Nap

Listed as Studying Music, Sleep Music – Heavy Ocean Sounds The Best Water Sounds For Taking a Nap (Peaceful Sea Water Sounds) · Watch on YouTube

youtube_video BeELrtCP1pM · row BeELrtCP1pM

LAION-DISCO-12M

Soft Ocean Water Sounds Help You and Your Baby Rest

Listed as Studying Music, Sleeping Music – Soft Ocean Water Sounds Help You and Your Baby Rest (Peaceful Sea Water Sounds) · Watch on YouTube

youtube_video CKI5N_qjKVw · row CKI5N_qjKVw

LAION-DISCO-12M

Heavy Ocean Sounds With White Noise New Age Music

Listed as Studying Music, Sleeping Music – Heavy Ocean Sounds With White Noise New Age Music (Blue Sea Sounds With Nature Sounds) · Watch on YouTube

youtube_video D8qu4QqjV5g · row D8qu4QqjV5g

LAION-DISCO-12M

Calming Waves With Nature Music to Relief the Night

Listed as Sleeping Music, Studying Music – Calming Waves With Nature Music to Relief the Night (Personal Wave Therapy Anti Stress) · Watch on YouTube

youtube_video DUUVOvr684g · row DUUVOvr684g

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Sleep Music, Studying Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Peaceful Sea Better Focus and Concentration) · Watch on YouTube

youtube_video EHSfKtfIelw · row EHSfKtfIelw

LAION-DISCO-12M

Beach Sounds For Easy Sleep To Help with Meditation

Listed as Sleep Music, Studying Music – Beach Sounds For Easy Sleep To Help with Meditation (Peaceful Sea Water Sounds) · Watch on YouTube

youtube_video HGtyKgumtnc · row HGtyKgumtnc

LAION-DISCO-12M

Sleepy Sea Sounds Easy Listening 10 Hours of Deep Sleep

Listed as Studying Music, Sleeping Music – Sleepy Sea Sounds Easy Listening 10 Hours of Deep Sleep (Water Sounds Peaceful and Restful Night) · Watch on YouTube

youtube_video Hm8N_OhZ9xk · row Hm8N_OhZ9xk

LAION-DISCO-12M

Peaceful Sea Calm and RelaxingTo Help your Baby Rest and Sleep

Listed as Studying Music, Sleeping Music – Peaceful Sea Calm and RelaxingTo Help your Baby Rest and Sleep (Personal Wave Therapy Anti Stress) · Watch on YouTube

youtube_video Hn2nuA-e5Kw · row Hn2nuA-e5Kw

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Sleeping Music, Studying Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Wave Deep Sleep for Babies) · Watch on YouTube

youtube_video I6MUwWhJbjs · row I6MUwWhJbjs

LAION-DISCO-12M

Gentle River Sounds With White Noise To Help your Baby Sleep

Listed as Sleeping Music, Studying Music – Gentle River Sounds With White Noise To Help your Baby Sleep (Personal Wave Therapy Anti Stress) · Watch on YouTube

youtube_video LYqtK_WRgJE · row LYqtK_WRgJE

LAION-DISCO-12M

River Sounds For Insomnia Relief Loopable for 8 Hours

Listed as Sleep Music, Studying Music – River Sounds For Insomnia Relief Loopable for 8 Hours (Blue Sea Sounds With Nature Sounds) · Watch on YouTube

youtube_video NQGSiHhcATM · row NQGSiHhcATM

LAION-DISCO-12M

Heavy Ocean Sounds Water Sounds Help You and Your Baby Rest

Listed as Studying Music, Sleep Music – Heavy Ocean Sounds Water Sounds Help You and Your Baby Rest (Peaceful Sea Water Sounds) · Watch on YouTube

youtube_video Oi0pSig_At4 · row Oi0pSig_At4

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Sleeping Music, Studying Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (River Peaceful and Restful Night) · Watch on YouTube

youtube_video PLkirM-MNJ4 · row PLkirM-MNJ4

LAION-DISCO-12M

Blue Sea Sounds With Nature Music Instant Deep Sleep

Listed as Studying Music, Sleeping Music – Blue Sea Sounds With Nature Music Instant Deep Sleep (Peaceful Sea Water Sounds) · Watch on YouTube

youtube_video Tt1YNbw5ets · row Tt1YNbw5ets

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Studying Music, Sleep Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Waves Sounds Sleep for Baby) · Watch on YouTube

youtube_video Ur_0bwLzCBE · row Ur_0bwLzCBE

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Sleep Music, Studying Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Calm Wave) · Watch on YouTube

youtube_video WuFUJJgjU2s · row WuFUJJgjU2s

LAION-DISCO-12M

Heavy Ocean Sounds With White Noise For Good and Deep Sleep

Listed as Sleeping Music, Studying Music – Heavy Ocean Sounds With White Noise For Good and Deep Sleep (Blue Sea Sounds With Nature Sounds) · Watch on YouTube

youtube_video XKQ0QUry9Nc · row XKQ0QUry9Nc

LAION-DISCO-12M

Wave Sounds With Nature Music To Help with Meditation

Listed as Studying Music, Sleeping Music – Wave Sounds With Nature Music To Help with Meditation (Relaxing Water Sounds) · Watch on YouTube

youtube_video Z61Dp0s1RuY · row Z61Dp0s1RuY

LAION-DISCO-12M

Peaceful Sea Calm and RelaxingTo Help your Baby Rest and Sleep

Listed as Studying Music, Sleeping Music – Peaceful Sea Calm and RelaxingTo Help your Baby Rest and Sleep (Personal Wave Therapy Anti Stress) · Watch on YouTube

youtube_video a5UJLX4Uv2Q · row a5UJLX4Uv2Q

LAION-DISCO-12M

River Sounds For Insomnia Relief Help You and Your Baby Rest

Listed as Studying Music, Sleep Music – River Sounds For Insomnia Relief Help You and Your Baby Rest (Rivers Deep Sleep for Babies) · Watch on YouTube

youtube_video gz40yDtxw9c · row gz40yDtxw9c

LAION-DISCO-12M

Gentle River Sounds Keep Calm with Nature Sounds Ambience Sounds

Listed as Sleeping Music, Studying Music – Gentle River Sounds Keep Calm with Nature Sounds Ambience Sounds (Peaceful Sea Water Sounds) · Watch on YouTube

youtube_video iiMrSDDWcCA · row iiMrSDDWcCA

LAION-DISCO-12M

Calming Waves For a Good Night Instant Deep Sleep

Listed as Sleeping Music, Studying Music – Calming Waves For a Good Night Instant Deep Sleep (Calm Ocean Sounds) · Watch on YouTube

youtube_video jZuCwfCxwfk · row jZuCwfCxwfk

LAION-DISCO-12M

Sea Sounds For Pure Relaxation Ambience Sounds

Listed as Studying Music, Sleeping Music – Sea Sounds For Pure Relaxation Ambience Sounds (Blue Sea Sounds With Nature Sounds) · Watch on YouTube

youtube_video jdT09RFRTs8 · row jdT09RFRTs8

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Studying Music, Sleep Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Rivers Sleep for Baby) · Watch on YouTube

youtube_video k6YoeqGsqAs · row k6YoeqGsqAs

LAION-DISCO-12M

Ocean Waves Sounds Soothing Sounds For Adult and Babies Sleep

Listed as Sleep Music, Studying Music – Ocean Waves Sounds Soothing Sounds For Adult and Babies Sleep (Personal Wave Therapy Anti Stress) · Watch on YouTube

youtube_video lzUSdftH5mo · row lzUSdftH5mo

LAION-DISCO-12M

Calming Waves Anti Stress For Taking a Nap

Listed as Sleeping Music, Studying Music – Calming Waves Anti Stress For Taking a Nap (Peaceful Sea Water Sounds) · Watch on YouTube

youtube_video mG3Xjr-7ejg · row mG3Xjr-7ejg

LAION-DISCO-12M

Cozy Wave Sounds Easy Listening 10 Hours of Deep Sleep

Listed as Sleeping Music, Studying Music – Cozy Wave Sounds Easy Listening 10 Hours of Deep Sleep (Personal Wave Therapy Anti Stress) · Watch on YouTube

youtube_video o54oziG_6TE · row o54oziG_6TE

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Studying Music, Sleep Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Water Sound) · Watch on YouTube

youtube_video qAOAXSd7HUw · row qAOAXSd7HUw

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Studying Music, Sleeping Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Relaxing Water) · Watch on YouTube

youtube_video qfrYC5yyqUM · row qfrYC5yyqUM

LAION-DISCO-12M

Gentle River Sounds Anti Stress To Repeat for 10 Hours

Listed as Sleep Music, Studying Music – Gentle River Sounds Anti Stress To Repeat for 10 Hours (Peaceful Sea Water Sounds) · Watch on YouTube

youtube_video rD-M-4LFIj8 · row rD-M-4LFIj8

LAION-DISCO-12M

Personal Wave Therapy For Yoga and Meditation To Help your Baby Sleep

Listed as Sleeping Music, Studying Music – Personal Wave Therapy For Yoga and Meditation To Help your Baby Sleep (Relaxing Water) · Watch on YouTube

youtube_video tb99MTOzON8 · row tb99MTOzON8

LAION-DISCO-12M

Soft Ocean Keep Calm with Nature Sounds For Good and Deep Sleep

Listed as Sleep Music, Studying Music – Soft Ocean Keep Calm with Nature Sounds For Good and Deep Sleep (Personal Wave Therapy Anti Stress) · Watch on YouTube

youtube_video w7DvkjXnKok · row w7DvkjXnKok

LAION-DISCO-12M

Blue Sea Sounds For Pure Relaxation To Loop for 24 Hours

Listed as Sleeping Music, Studying Music – Blue Sea Sounds For Pure Relaxation To Loop for 24 Hours (River Peaceful and Restful Night) · Watch on YouTube

youtube_video wuIIllvLAEM · row wuIIllvLAEM

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Studying Music, Sleep Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Water Sound Peaceful and Restful Night) · Watch on YouTube

youtube_video x1o-tnkowP0 · row x1o-tnkowP0

LAION-DISCO-12M

Personal Wave Therapy For Yoga and Meditation To Help your Baby Sleep

Listed as Sleep Music, Sleeping Music, Studying Music – Personal Wave Therapy For Yoga and Meditation To Help your Baby Sleep (Water Sounds Better Focus and Concentration) · Watch on YouTube

youtube_video xU_Ad7fU5LM · row xU_Ad7fU5LM

LAION-DISCO-12M

Ocean and River Sounds Healing Water Sounds For Taking a Nap

Listed as Sleep Music, Studying Music – Ocean and River Sounds Healing Water Sounds For Taking a Nap (Water Deep Sleep for Babies) · Watch on YouTube

youtube_video xZZpjDj0pNQ · row xZZpjDj0pNQ

LAION-DISCO-12M

Soothing Wave Sounds With Rain To Help with Resting

Listed as Studying Music, Sleep Music – Soothing Wave Sounds With Rain To Help with Resting (Peaceful Sea Water Sounds) · Watch on YouTube

youtube_video z_qCdujUIkw · row z_qCdujUIkw

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.