Yes. Frank Horvat has 60 songs listed in a dataset used to train AI music models.

Used for training 60

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 Almost an Island, Speedy McBlues, In the Name of Ignorance

Listed under the artist name 60 songs in LAION-DISCO-12M

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

Almost an Island

Listed as Frank Horvat – Almost an Island (I'll Be Good) · Watch on YouTube

youtube_video -PP2LS30EqU · row -PP2LS30EqU

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Speedy McBlues

Listed as Frank Horvat – Speedy McBlues (I'll Be Good) · Watch on YouTube

youtube_video -ivl0pqJ7rs · row -ivl0pqJ7rs

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In the Name of Ignorance

Listed as Frank Horvat – In the Name of Ignorance (I'll Be Good) · Watch on YouTube

youtube_video 0isO4udncts · row 0isO4udncts

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Gaze

Listed as Frank Horvat, Laura Swankey – Gaze (Love in 6 Stages) · Watch on YouTube

youtube_video 2EkenfzgarQ · row 2EkenfzgarQ

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Dark to Light (feat. Felicity Williams, Michael Davidson & Joseph Phillips)

Listed as Frank Horvat – Dark to Light (feat. Felicity Williams, Michael Davidson & Joseph Phillips) (I Can See You) · Watch on YouTube

youtube_video 2isFwPj_Ji4 · row 2isFwPj_Ji4

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A Secret Streamlet

Listed as Edwin Huizinga, Frank Horvat – A Secret Streamlet (Project Dovetail) · Watch on YouTube

youtube_video 31ijG5-8cpc · row 31ijG5-8cpc

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Alexis

Listed as Frank Horvat – Alexis (I'll Be Good) · Watch on YouTube

youtube_video 6HWAcifVNqc · row 6HWAcifVNqc

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Lust

Listed as Frank Horvat, Laura Swankey – Lust (Love in 6 Stages) · Watch on YouTube

youtube_video 7jpXgwASU9Q · row 7jpXgwASU9Q

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7 Pianos

Listed as Frank Horvat – 7 Pianos (What Goes Around) · Watch on YouTube

youtube_video BY-13Bi4GJA · row BY-13Bi4GJA

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Earth Hour - Section A1

Listed as Frank Horvat – Earth Hour - Section A1 (A Little Dark Music) · Watch on YouTube

youtube_video Cu0pV9g9ljs · row Cu0pV9g9ljs

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Finding Our Common Humanity

Listed as Frank Horvat – Finding Our Common Humanity (Happiness in a Troubled World) · Watch on YouTube

youtube_video F1YUVYEHMXo · row F1YUVYEHMXo

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Hope, Optimism and Resilience

Listed as Frank Horvat – Hope, Optimism and Resilience (Happiness in a Troubled World) · Watch on YouTube

youtube_video FMUGJlgVyjA · row FMUGJlgVyjA

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Earth Hour - Section B

Listed as Frank Horvat – Earth Hour - Section B (A Little Dark Music) · Watch on YouTube

youtube_video GFWvQTm29tA · row GFWvQTm29tA

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NoName

Listed as Frank Horvat – NoName (I'll Be Good) · Watch on YouTube

youtube_video J8aXgLYFf70 · row J8aXgLYFf70

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Knuckle My Head

Listed as Frank Horvat – Knuckle My Head (Dramedy, Vol. 3) · Watch on YouTube

youtube_video J_MuzknfErs · row J_MuzknfErs

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Positive Emotions and Building a New World

Listed as Frank Horvat – Positive Emotions and Building a New World (Happiness in a Troubled World) · Watch on YouTube

youtube_video KH_UnwZWyUE · row KH_UnwZWyUE

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Inner Happiness, Outer Happiness and Trust

Listed as Frank Horvat – Inner Happiness, Outer Happiness and Trust (Happiness in a Troubled World) · Watch on YouTube

youtube_video Kap05lg_EGE · row Kap05lg_EGE

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The Dignity Song (feat. Romy Mounzer)

Listed as Frank Horvat – The Dignity Song (feat. Romy Mounzer) (The Dignity Song) · Watch on YouTube

youtube_video LBS0JUMu4YY · row LBS0JUMu4YY

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Bliss

Listed as Frank Horvat, Laura Swankey – Bliss (Love in 6 Stages) · Watch on YouTube

youtube_video LqseMGeTHW8 · row LqseMGeTHW8

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Empathy, Compassion, And Finding Happiness in Our Troubled World

Listed as Frank Horvat – Empathy, Compassion, And Finding Happiness in Our Troubled World (Happiness in a Troubled World) · Watch on YouTube

youtube_video MJkfQSslQGo · row MJkfQSslQGo

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Working With The Sun

Listed as Frank Horvat – Working With The Sun (A Little Dark Music) · Watch on YouTube

youtube_video NN4mAgVAWXw · row NN4mAgVAWXw

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Uncovering Every Layer

Listed as Frank Horvat – Uncovering Every Layer (Dramatic Underscore, Vol. 9) · Watch on YouTube

youtube_video NQnmJFPOyBU · row NQnmJFPOyBU

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End

Listed as Frank Horvat – End (Love in 6 Stages) · Watch on YouTube

youtube_video ODLENEE5yE0 · row ODLENEE5yE0

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The Resolve

Listed as Frank Horvat – The Resolve (I'll Be Good) · Watch on YouTube

youtube_video QiI0A0OQk5E · row QiI0A0OQk5E

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Ode to the Evil Patty Hewes: III. Brilliant

Listed as Edwin Huizinga, Frank Horvat – Ode to the Evil Patty Hewes: III. Brilliant (Project Dovetail) · Watch on YouTube

youtube_video SH7VqZaMlMs · row SH7VqZaMlMs

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Earth Hour - Section C

Listed as Frank Horvat – Earth Hour - Section C (A Little Dark Music) · Watch on YouTube

youtube_video UEtLYkWzxVE · row UEtLYkWzxVE

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Earth Hour - Section E

Listed as Frank Horvat – Earth Hour - Section E (A Little Dark Music) · Watch on YouTube

youtube_video VEk4EMLUe_g · row VEk4EMLUe_g

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Fight

Listed as Frank Horvat, Laura Swankey – Fight (Love in 6 Stages) · Watch on YouTube

youtube_video VmDUxOqKf14 · row VmDUxOqKf14

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Coping with a Troubled World

Listed as Frank Horvat – Coping with a Troubled World (Happiness in a Troubled World) · Watch on YouTube

youtube_video WpM_8NdG8D8 · row WpM_8NdG8D8

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Inspired By the One I Love (feat. Felicity Williams, Thom Gill & Joseph Phillips)

Listed as Frank Horvat – Inspired By the One I Love (feat. Felicity Williams, Thom Gill & Joseph Phillips) (I Can See You) · Watch on YouTube

youtube_video XGF0_sdxxyE · row XGF0_sdxxyE

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Starsky & Hutch

Listed as Frank Horvat – Starsky & Hutch (I'll Be Good) · Watch on YouTube

youtube_video XO28yms55J8 · row XO28yms55J8

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Great House of Riffs

Listed as Frank Horvat – Great House of Riffs (I'll Be Good) · Watch on YouTube

youtube_video XeZM09-YI3M · row XeZM09-YI3M

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Waiting... in Three Chords (feat. Felicity Williams & Joseph Phillips)

Listed as Frank Horvat – Waiting... in Three Chords (feat. Felicity Williams & Joseph Phillips) (I Can See You) · Watch on YouTube

youtube_video Yn2tKF1JJnw · row Yn2tKF1JJnw

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Earth Hour - Section D

Listed as Frank Horvat – Earth Hour - Section D (A Little Dark Music) · Watch on YouTube

youtube_video ZeZZnkkKL38 · row ZeZZnkkKL38

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Filler`Up

Listed as Frank Horvat – Filler`Up (I'll Be Good) · Watch on YouTube

youtube_video Zp00JidPfC0 · row Zp00JidPfC0

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Heat Island

Listed as Frank Horvat – Heat Island (A Little Dark Music, Vol. 2) · Watch on YouTube

youtube_video ahlRFzMFMq0 · row ahlRFzMFMq0

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Earth Hour - Section B1

Listed as Frank Horvat – Earth Hour - Section B1 (A Little Dark Music) · Watch on YouTube

youtube_video almqPbpj3F8 · row almqPbpj3F8

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Earth Hour - Section F1

Listed as Frank Horvat – Earth Hour - Section F1 (A Little Dark Music) · Watch on YouTube

youtube_video bQep5B0sbE4 · row bQep5B0sbE4

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Earth Hour - Section E1

Listed as Frank Horvat – Earth Hour - Section E1 (A Little Dark Music) · Watch on YouTube

youtube_video bgcqGZA2-AY · row bgcqGZA2-AY

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The Week After

Listed as Frank Horvat – The Week After (A Little Dark Music) · Watch on YouTube

youtube_video bwK6ldBBqis · row bwK6ldBBqis

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Poverty

Listed as Frank Horvat – Poverty (A Little Dark Music) · Watch on YouTube

youtube_video jBIHe_DbJzA · row jBIHe_DbJzA

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Fretting Over Uncertainty

Listed as Frank Horvat – Fretting Over Uncertainty (Dramatic Underscore, Vol. 9) · Watch on YouTube

youtube_video klFEkiGg7-Q · row klFEkiGg7-Q

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As Powder Falls (feat. Felicity Williams, Michael Davidson, Joseph Phillips & Jean Martin)

Listed as Frank Horvat – As Powder Falls (feat. Felicity Williams, Michael Davidson, Joseph Phillips & Jean Martin) (I Can See You) · Watch on YouTube

youtube_video ma0rfhCVeKw · row ma0rfhCVeKw

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Void

Listed as Frank Horvat, Laura Swankey – Void (Love in 6 Stages) · Watch on YouTube

youtube_video mir928nxZbs · row mir928nxZbs

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Dirty

Listed as Frank Horvat – Dirty (I'll Be Good) · Watch on YouTube

youtube_video o2dRF-ZfFFU · row o2dRF-ZfFFU

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Sun and Rain (feat. Felicity Williams, Justin Haynes, Joseph Phillips & Jean Martin)

Listed as Frank Horvat – Sun and Rain (feat. Felicity Williams, Justin Haynes, Joseph Phillips & Jean Martin) (I Can See You) · Watch on YouTube

youtube_video oiOi_bTVgPM · row oiOi_bTVgPM

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This Is a Story

Listed as Frank Horvat – This Is a Story (I Can See You) · Watch on YouTube

youtube_video oyGkWXVfZ1I · row oyGkWXVfZ1I

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ZeeZoo Snaps

Listed as Frank Horvat – ZeeZoo Snaps (I'll Be Good) · Watch on YouTube

youtube_video p8N7kQBs8pw · row p8N7kQBs8pw

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Smokers

Listed as Frank Horvat – Smokers (I'll Be Good) · Watch on YouTube

youtube_video sOIJSZZHAjw · row sOIJSZZHAjw

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Was My Time Worth It? (feat. Christine Duncan, Felicity Williams, Justin Haynes & Jean Martin)

Listed as Frank Horvat – Was My Time Worth It? (feat. Christine Duncan, Felicity Williams, Justin Haynes & Jean Martin) (I Can See You) · Watch on YouTube

youtube_video unp44D_SQes · row unp44D_SQes

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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.