Yes. Waterscapes has 13 songs listed in a dataset used to train AI music models.

Used for training 13

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 Binaural Tones Focus, Tranquil Water Vibes for Serenity, Peaceful Water Tunes for Serenity

Listed under the artist name 13 songs in LAION-DISCO-12M

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

Binaural Tones Focus

Listed as Work Music, Waterscapes, Tone Center – Binaural Tones Focus (Water Focus Tones: Binaural Study Ambiance) · Watch on YouTube

youtube_video -kz7aG9jysU · row -kz7aG9jysU

LAION-DISCO-12M

Tranquil Water Vibes for Serenity

Listed as Paz Sounds, Waterscapes, Sacred Ambience – Tranquil Water Vibes for Serenity (Pure Serenity: Chill Water Vibes) · Watch on YouTube

youtube_video 7Ea1tZFpgYw · row 7Ea1tZFpgYw

LAION-DISCO-12M

Peaceful Water Tunes for Serenity

Listed as Paz Sounds, Waterscapes, Sacred Ambience – Peaceful Water Tunes for Serenity (Pure Serenity: Chill Water Vibes) · Watch on YouTube

youtube_video BkTiM_l3n0o · row BkTiM_l3n0o

LAION-DISCO-12M

Binaural Mental Flow

Listed as Work Music, Waterscapes, Tone Center – Binaural Mental Flow (Water Focus Tones: Binaural Study Ambiance) · Watch on YouTube

youtube_video FYQBzqAXP_E · row FYQBzqAXP_E

LAION-DISCO-12M

Gentle Water Waves for Pure Calm

Listed as Paz Sounds, Waterscapes, Sacred Ambience – Gentle Water Waves for Pure Calm (Pure Serenity: Chill Water Vibes) · Watch on YouTube

youtube_video KGluL9UMJFE · row KGluL9UMJFE

LAION-DISCO-12M

Soothing Water Harmonies for Pure Relaxation

Listed as Paz Sounds, Waterscapes, Sacred Ambience – Soothing Water Harmonies for Pure Relaxation (Pure Serenity: Chill Water Vibes) · Watch on YouTube

youtube_video MlBiQVGtG6Q · row MlBiQVGtG6Q

LAION-DISCO-12M

Serene Chill Water Ambiance

Listed as Paz Sounds, Waterscapes, Sacred Ambience – Serene Chill Water Ambiance (Pure Serenity: Chill Water Vibes) · Watch on YouTube

youtube_video VAr7xglB7XU · row VAr7xglB7XU

LAION-DISCO-12M

Calm Water Tunes for Pure Tranquility

Listed as Paz Sounds, Waterscapes, Sacred Ambience – Calm Water Tunes for Pure Tranquility (Pure Serenity: Chill Water Vibes) · Watch on YouTube

youtube_video dmHVRzJhrOM · row dmHVRzJhrOM

LAION-DISCO-12M

Binaural Concentration Tone

Listed as Work Music, Waterscapes, Tone Center – Binaural Concentration Tone (Water Focus Tones: Binaural Study Ambiance) · Watch on YouTube

youtube_video eilcYsldpCI · row eilcYsldpCI

LAION-DISCO-12M

Relaxing Water Melodies for Peaceful Chill

Listed as Paz Sounds, Waterscapes, Sacred Ambience – Relaxing Water Melodies for Peaceful Chill (Pure Serenity: Chill Water Vibes) · Watch on YouTube

youtube_video l9nsOwLYCqM · row l9nsOwLYCqM

LAION-DISCO-12M

Soft Water Soundscapes for Serenity

Listed as Paz Sounds, Waterscapes, Sacred Ambience – Soft Water Soundscapes for Serenity (Pure Serenity: Chill Water Vibes) · Watch on YouTube

youtube_video oHp_Vkj4Z8s · row oHp_Vkj4Z8s

LAION-DISCO-12M

Binaural Focus Wave

Listed as Work Music, Waterscapes, Tone Center – Binaural Focus Wave (Water Focus Tones: Binaural Study Ambiance) · Watch on YouTube

youtube_video tPvG1OYJkuk · row tPvG1OYJkuk

LAION-DISCO-12M

Ambiance Study Binaural

Listed as Work Music, Waterscapes, Tone Center – Ambiance Study Binaural (Water Focus Tones: Binaural Study Ambiance) · Watch on YouTube

youtube_video tkPD6J8qaGM · row tkPD6J8qaGM

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.