Yes. Justus Rümenapp has 154 songs listed in a dataset used to train AI music models.

Used for training 154

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 Rümenapp: Freedom, I can see clearly now, Reflections

Listed under the artist name 154 songs in LAION-DISCO-12M

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

Rümenapp: Freedom

Listed as Justus Rümenapp – Rümenapp: Freedom (Melodies of Hope) · Watch on YouTube

youtube_video 2YZkVvrcy8I · row 2YZkVvrcy8I

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I can see clearly now

Listed as Anna Naklab, Justus Rümenapp – I can see clearly now (I can see clearly now) · Watch on YouTube

youtube_video 2wpyGHTOiAI · row 2wpyGHTOiAI

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Reflections

Listed as Justus Rümenapp – Reflections (Piano Dreams) · Watch on YouTube

youtube_video 3Y8OKucsn9Q · row 3Y8OKucsn9Q

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Thoughts

Listed as Justus Rümenapp – Thoughts (Piano Meditations) · Watch on YouTube

youtube_video 5MPv-ImwQ54 · row 5MPv-ImwQ54

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Breathe

Listed as Justus Rümenapp – Breathe (Kaleidoscope) · Watch on YouTube

youtube_video 6qU1nwX8cJc · row 6qU1nwX8cJc

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Diary Song

Listed as Justus Rümenapp – Diary Song (Kaleidoscope) · Watch on YouTube

youtube_video 7Ys9H9UcC4I · row 7Ys9H9UcC4I

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Walk Through Nature

Listed as Justus Rümenapp – Walk Through Nature (Piano Meditations) · Watch on YouTube

youtube_video 869RS5Q9evo · row 869RS5Q9evo

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After the Rain

Listed as Justus Rümenapp – After the Rain (After the Rain) · Watch on YouTube

youtube_video 8kJuFRCb0VY · row 8kJuFRCb0VY

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Weightless

Listed as Justus Rümenapp – Weightless (Time Travel) · Watch on YouTube

youtube_video 8tj1wYxipEA · row 8tj1wYxipEA

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Labyrinth

Listed as Justus Rümenapp – Labyrinth (Kaleidoscope) · Watch on YouTube

youtube_video D34NmOxEODc · row D34NmOxEODc

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Sad Discovery

Listed as Justus Rümenapp – Sad Discovery (Panta Rhei) · Watch on YouTube

youtube_video EW-LZ3Lg3EE · row EW-LZ3Lg3EE

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Rümenapp: Dance in the Wind

Listed as Justus Rümenapp – Rümenapp: Dance in the Wind (Melodies of Hope) · Watch on YouTube

youtube_video F9GLFkX0kk4 · row F9GLFkX0kk4

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Change

Listed as Justus Rümenapp – Change (Piano Meditations) · Watch on YouTube

youtube_video FapIWjsB0hw · row FapIWjsB0hw

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Sober

Listed as Justus Rümenapp – Sober (Kaleidoscope) · Watch on YouTube

youtube_video Ga8ZZgzARcU · row Ga8ZZgzARcU

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Recover

Listed as Justus Rümenapp – Recover (Recover) · Watch on YouTube

youtube_video IHLAeNd1ZUI · row IHLAeNd1ZUI

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Premonition

Listed as Justus Rümenapp – Premonition (Kaleidoscope) · Watch on YouTube

youtube_video KPl_D1KaEYg · row KPl_D1KaEYg

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Spring

Listed as Justus Rümenapp – Spring (Piano Meditations) · Watch on YouTube

youtube_video Ktqdk20nuiU · row Ktqdk20nuiU

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Together

Listed as Justus Rümenapp – Together (Kaleidoscope) · Watch on YouTube

youtube_video M5qRXu96THY · row M5qRXu96THY

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Raindrops

Listed as Justus Rümenapp – Raindrops (Piano Meditations) · Watch on YouTube

youtube_video N8P1mMzPaMc · row N8P1mMzPaMc

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Clouds in the Sky

Listed as Justus Rümenapp – Clouds in the Sky (Piano Dreams) · Watch on YouTube

youtube_video NndBrsIM3UQ · row NndBrsIM3UQ

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Old Fisherman's Story

Listed as Justus Rümenapp – Old Fisherman's Story (Postcards) · Watch on YouTube

youtube_video PogZNeridfA · row PogZNeridfA

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Rümenapp: Eternity

Listed as Justus Rümenapp – Rümenapp: Eternity (Pure) · Watch on YouTube

youtube_video RHCwQvdD9l8 · row RHCwQvdD9l8

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Time Lapse

Listed as Justus Rümenapp – Time Lapse (Two Sides) · Watch on YouTube

youtube_video SZr0I1vDAG8 · row SZr0I1vDAG8

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Harbour

Listed as Justus Rümenapp – Harbour (Kaleidoscope) · Watch on YouTube

youtube_video SbkUhnJTFOs · row SbkUhnJTFOs

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Rümenapp: Unspoken

Listed as Justus Rümenapp – Rümenapp: Unspoken (Unspoken) · Watch on YouTube

youtube_video StALTvLH-Ok · row StALTvLH-Ok

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Teardrops

Listed as Justus Rümenapp – Teardrops (Kaleidoscope) · Watch on YouTube

youtube_video UrLHBxpkWZ0 · row UrLHBxpkWZ0

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Flowers in the Wind

Listed as Justus Rümenapp – Flowers in the Wind (Panta Rhei) · Watch on YouTube

youtube_video Z7pFAF12OKU · row Z7pFAF12OKU

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Fly with Me

Listed as Justus Rümenapp – Fly with Me (Postcards) · Watch on YouTube

youtube_video ZCDbvU82O4k · row ZCDbvU82O4k

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Dancing in My Dreams

Listed as Justus Rümenapp – Dancing in My Dreams (Postcards) · Watch on YouTube

youtube_video boQgPaHpZ6Y · row boQgPaHpZ6Y

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Hope

Listed as Justus Rümenapp – Hope (Piano Dreams) · Watch on YouTube

youtube_video bpfD7wZpkeQ · row bpfD7wZpkeQ

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Miracles

Listed as Justus Rümenapp – Miracles (Postcards) · Watch on YouTube

youtube_video bvYvreUJLDg · row bvYvreUJLDg

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Rümenapp: Melody of Hope (2021 Version)

Listed as Justus Rümenapp – Rümenapp: Melody of Hope (2021 Version) (Melodies of Hope) · Watch on YouTube

youtube_video cYXuspNUiDE · row cYXuspNUiDE

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Last Kiss

Listed as Justus Rümenapp – Last Kiss (Postcards) · Watch on YouTube

youtube_video cxIAVezhjiA · row cxIAVezhjiA

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Rümenapp: Midsummer

Listed as Justus Rümenapp – Rümenapp: Midsummer (Melodies of Hope) · Watch on YouTube

youtube_video dQ1xfJYtDZo · row dQ1xfJYtDZo

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Dancing in the Rain

Listed as Justus Rümenapp – Dancing in the Rain (Kaleidoscope) · Watch on YouTube

youtube_video gDMC_JF-JEw · row gDMC_JF-JEw

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Midnight Thoughts

Listed as Justus Rümenapp – Midnight Thoughts (Piano Dreams) · Watch on YouTube

youtube_video jG3R4HoZggg · row jG3R4HoZggg

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Enchanted Garden

Listed as Justus Rümenapp – Enchanted Garden (Time Travel) · Watch on YouTube

youtube_video lF5tG-EmFvE · row lF5tG-EmFvE

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In A Sacred

Listed as Justus Rümenapp – In A Sacred (Retreat) · Watch on YouTube

youtube_video lHa2ml97vj8 · row lHa2ml97vj8

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Rümenapp: Paris by Night

Listed as Justus Rümenapp – Rümenapp: Paris by Night (Paris by Night) · Watch on YouTube

youtube_video laEszrO0j1Q · row laEszrO0j1Q

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Sunrise

Listed as Justus Rümenapp – Sunrise (Piano Meditations) · Watch on YouTube

youtube_video mo6c0iYAZX0 · row mo6c0iYAZX0

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Circles

Listed as Justus Rümenapp – Circles (Circles) · Watch on YouTube

youtube_video osJuT8EojEo · row osJuT8EojEo

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Doubt

Listed as Justus Rümenapp – Doubt (Kaleidoscope) · Watch on YouTube

youtube_video pkM6Of66K5g · row pkM6Of66K5g

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Waltz of Sadness

Listed as Justus Rümenapp – Waltz of Sadness (Waltz of Sadness) · Watch on YouTube

youtube_video qbSlIvQxnU0 · row qbSlIvQxnU0

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Forgotten Symphony

Listed as Justus Rümenapp – Forgotten Symphony (Forgotten Symphony) · Watch on YouTube

youtube_video qcoLXIR7IC8 · row qcoLXIR7IC8

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Beauty

Listed as Justus Rümenapp – Beauty (Piano Dreams) · Watch on YouTube

youtube_video rhEpcKSfIv0 · row rhEpcKSfIv0

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Nostalgia

Listed as Justus Rümenapp – Nostalgia (Panta Rhei) · Watch on YouTube

youtube_video sk2-WurjaN8 · row sk2-WurjaN8

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Illuminatio

Listed as Justus Rümenapp – Illuminatio (Illuminatio) · Watch on YouTube

youtube_video ttK5yoBIe2A · row ttK5yoBIe2A

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Memories

Listed as Justus Rümenapp – Memories (Piano Dreams) · Watch on YouTube

youtube_video txkvxO75z3o · row txkvxO75z3o

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Karma

Listed as Justus Rümenapp – Karma (Piano Dreams) · Watch on YouTube

youtube_video u69Dr2jWrW0 · row u69Dr2jWrW0

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Rümenapp: Once when I was young

Listed as Justus Rümenapp – Rümenapp: Once when I was young (Melodies of Hope) · Watch on YouTube

youtube_video vw3-qxhXMjA · row vw3-qxhXMjA

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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.