Yes. Sean Koch has 44 songs listed in a dataset used to train AI music models.

Used for training 44

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 We All Believe (Jacala Remix), We All Believe, Live For Love

Listed under the artist name 44 songs in LAION-DISCO-12M

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

We All Believe (Jacala Remix)

Listed as Sean Koch, Jacala – We All Believe (Jacala Remix) (We All Believe (Jacala Remix)) · Watch on YouTube

youtube_video 0AyNVE0uETY · row 0AyNVE0uETY

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We All Believe

Listed as Sean Koch – We All Believe (Your Mind Is A Picture) · Watch on YouTube

youtube_video 1Lt3j1nO3k8 · row 1Lt3j1nO3k8

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Live For Love

Listed as Sean Koch – Live For Love (Marching On) · Watch on YouTube

youtube_video 2f7TX84qYJA · row 2f7TX84qYJA

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Your Mind Is A Picture (feat. Feast.)

Listed as Sean Koch – Your Mind Is A Picture (feat. Feast.) (Your Mind Is A Picture) · Watch on YouTube

youtube_video 4kg2JvqVKNk · row 4kg2JvqVKNk

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Heartbreaker (Phil Soda Remix)

Listed as Sean Koch, Phil Soda – Heartbreaker (Phil Soda Remix) (Heartbreaker (Phil Soda Remix)) · Watch on YouTube

youtube_video 4oGPv1xT2X4 · row 4oGPv1xT2X4

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Blue Eyed Ocean

Listed as Sean Koch – Blue Eyed Ocean (Feeling) · Watch on YouTube

youtube_video 51Eb9cDQbio · row 51Eb9cDQbio

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Old & Grey

Listed as Sean Koch – Old & Grey (Feeling) · Watch on YouTube

youtube_video 5kFqBqWi7uU · row 5kFqBqWi7uU

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Let It Go

Listed as Sean Koch – Let It Go (Marching On) · Watch on YouTube

youtube_video 6KyAr665fZI · row 6KyAr665fZI

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Born Freedom Fighters

Listed as Sean Koch – Born Freedom Fighters (Born Freedom Fighters) · Watch on YouTube

youtube_video 7hsPXAOGjY0 · row 7hsPXAOGjY0

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Supervisor

Listed as Sean Koch – Supervisor (Your Mind Is A Picture) · Watch on YouTube

youtube_video AroTX3ent4A · row AroTX3ent4A

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Slow Down

Listed as Sean Koch – Slow Down (Slow Down) · Watch on YouTube

youtube_video Bb5REu9VMz4 · row Bb5REu9VMz4

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Feel The Energy

Listed as Sean Koch – Feel The Energy (Your Mind Is A Picture) · Watch on YouTube

youtube_video CLzPh1Dv2gk · row CLzPh1Dv2gk

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Always Remember

Listed as Sean Koch – Always Remember (Always Remember) · Watch on YouTube

youtube_video Eljpc0t3gtA · row Eljpc0t3gtA

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Rock Bottom Avenue

Listed as Sean Koch – Rock Bottom Avenue (Natural Projection) · Watch on YouTube

youtube_video F8ccxPuWIYg · row F8ccxPuWIYg

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Give Thanks

Listed as Sean Koch – Give Thanks (Marching On) · Watch on YouTube

youtube_video FvmoaGDuB7Q · row FvmoaGDuB7Q

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Lift You Up

Listed as Sean Koch – Lift You Up (Lift You Up) · Watch on YouTube

youtube_video GU5AL-eo-Fs · row GU5AL-eo-Fs

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Good Times Keep Rolling

Listed as Sean Koch – Good Times Keep Rolling (Natural Projection) · Watch on YouTube

youtube_video J4_L8erVTBY · row J4_L8erVTBY

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Heartbreaker

Listed as Sean Koch – Heartbreaker (Heartbreaker) · Watch on YouTube

youtube_video JzDaQ7rXAG4 · row JzDaQ7rXAG4

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GROUNDED

Listed as Sean Koch – GROUNDED (GROUNDED) · Watch on YouTube

youtube_video Mkp2WB-b9A8 · row Mkp2WB-b9A8

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Love Song

Listed as Sean Koch – Love Song (Feeling) · Watch on YouTube

youtube_video N2r-zKRaqH0 · row N2r-zKRaqH0

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See You Shine

Listed as Sean Koch – See You Shine (See You Shine) · Watch on YouTube

youtube_video P7LiqTujP_I · row P7LiqTujP_I

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Welcome To The Light

Listed as Sean Koch – Welcome To The Light (Natural Projection) · Watch on YouTube

youtube_video RGJDpGIt4iU · row RGJDpGIt4iU

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Moments

Listed as Sean Koch – Moments (Feeling) · Watch on YouTube

youtube_video T3qEq8koroM · row T3qEq8koroM

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Hearts of Gold

Listed as Sean Koch – Hearts of Gold (Hearts of Gold) · Watch on YouTube

youtube_video Whe1BxCVDnU · row Whe1BxCVDnU

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Your Mind Is A Picture

Listed as Sean Koch – Your Mind Is A Picture (Your Mind Is A Picture) · Watch on YouTube

youtube_video Wi8gqM8L-Ys · row Wi8gqM8L-Ys

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Healing

Listed as Pat Burgener, Sean Koch, Oddbox – Healing (Healing) · Watch on YouTube

youtube_video YgCO8f1t2X0 · row YgCO8f1t2X0

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Feeling

Listed as Sean Koch – Feeling (Feeling) · Watch on YouTube

youtube_video _xHpkkJMX2k · row _xHpkkJMX2k

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Lift You Up (Double MZK & G DOM Remix)

Listed as Sean Koch, Double MZK, G DOM – Lift You Up (Double MZK & G DOM Remix) (Lift You Up (Double MZK & G DOM Remix)) · Watch on YouTube

youtube_video ajyy3XD7GT8 · row ajyy3XD7GT8

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DEAR SHELL

Listed as Sean Koch – DEAR SHELL (DEAR SHELL) · Watch on YouTube

youtube_video cCs1raHlUBc · row cCs1raHlUBc

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Brother

Listed as Sean Koch – Brother (Your Mind Is A Picture) · Watch on YouTube

youtube_video cxYwwiiQszA · row cxYwwiiQszA

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Peace of Paradise

Listed as Sean Koch – Peace of Paradise (Peace of Paradise) · Watch on YouTube

youtube_video gUTpZdSmduU · row gUTpZdSmduU

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Superstition Vision

Listed as Sean Koch – Superstition Vision (Your Mind Is A Picture) · Watch on YouTube

youtube_video gV97zjzUQ1M · row gV97zjzUQ1M

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Flow

Listed as Sean Koch – Flow (Natural Projection) · Watch on YouTube

youtube_video jh-rgzxOyXc · row jh-rgzxOyXc

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Smoke In My Lungs

Listed as Sean Koch – Smoke In My Lungs (Your Mind Is A Picture) · Watch on YouTube

youtube_video kUkyM81EiW8 · row kUkyM81EiW8

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Top of the World

Listed as Sean Koch – Top of the World (Your Mind Is A Picture) · Watch on YouTube

youtube_video lEfVLS3UG7w · row lEfVLS3UG7w

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Old Kid

Listed as Sean Koch – Old Kid (Old Kid) · Watch on YouTube

youtube_video mhgjSkyz4Fw · row mhgjSkyz4Fw

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Frequency

Listed as Sean Koch – Frequency (Frequency) · Watch on YouTube

youtube_video nYnWkTapvKo · row nYnWkTapvKo

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Rebel

Listed as Sean Koch – Rebel (Your Mind Is A Picture) · Watch on YouTube

youtube_video phPQLrgddhw · row phPQLrgddhw

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Fired Up

Listed as Sean Koch – Fired Up (Feeling) · Watch on YouTube

youtube_video qsMJmiXkd6k · row qsMJmiXkd6k

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Subtle Affection

Listed as Sean Koch – Subtle Affection (Subtle Affection) · Watch on YouTube

youtube_video vDTOdKk1_RY · row vDTOdKk1_RY

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Away We Grow

Listed as Sean Koch, Broken Back – Away We Grow (Away We Grow) · Watch on YouTube

youtube_video wCG_082dp7w · row wCG_082dp7w

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In My Dreams

Listed as Sean Koch – In My Dreams (In My Dreams) · Watch on YouTube

youtube_video ws1v9ZTDl58 · row ws1v9ZTDl58

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Vivid Memories

Listed as Sean Koch – Vivid Memories (Marching On) · Watch on YouTube

youtube_video zHklx7F2xts · row zHklx7F2xts

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Travel Bug

Listed as Sean Koch – Travel Bug (Your Mind Is A Picture) · Watch on YouTube

youtube_video zwU0WQsKA_4 · row zwU0WQsKA_4

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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.