Yes. OVN has 146 songs listed in a dataset used to train AI music models.

Used for training 146

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 At The Espresso Bar, Sentimental Brown, Bling Bling

Listed under the artist name 146 songs in LAION-DISCO-12M

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

At The Espresso Bar

Listed as OVN – At The Espresso Bar (At The Espresso Bar) · Watch on YouTube

youtube_video -HomZo7ytvc · row -HomZo7ytvc

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Sentimental Brown

Listed as OVN – Sentimental Brown (Philosophy) · Watch on YouTube

youtube_video 2fJrHWh7Ue4 · row 2fJrHWh7Ue4

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Bling Bling

Listed as OVN – Bling Bling (Positive) · Watch on YouTube

youtube_video 3dv0yrUAdVM · row 3dv0yrUAdVM

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Iftheworldisfallingdown

Listed as OVN – Iftheworldisfallingdown (Iftheworldisfallingdown) · Watch on YouTube

youtube_video 6YcvMRIt_ko · row 6YcvMRIt_ko

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Angel's Pool

Listed as OVN – Angel's Pool (Jeju) · Watch on YouTube

youtube_video 8219E3gYZ7s · row 8219E3gYZ7s

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How Lovely You Are

Listed as OVN – How Lovely You Are (Philosophy) · Watch on YouTube

youtube_video 9ehFRCTF65I · row 9ehFRCTF65I

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Fresh!

Listed as OVN – Fresh! (Fresh!) · Watch on YouTube

youtube_video CfTAKY2jVi8 · row CfTAKY2jVi8

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Life Is Good

Listed as OVN – Life Is Good (Positive) · Watch on YouTube

youtube_video Khuiz0SCdp8 · row Khuiz0SCdp8

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Very Merry Christmas!

Listed as OVN – Very Merry Christmas! (Cool but Not Cold) · Watch on YouTube

youtube_video KuSosxXmFuA · row KuSosxXmFuA

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Dirty Martini

Listed as OVN, smile for me. – Dirty Martini (Bold Recipes For Bold Women) · Watch on YouTube

youtube_video L7XEX1Kxl6A · row L7XEX1Kxl6A

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Vintage

Listed as OVN – Vintage (Vintage) · Watch on YouTube

youtube_video L85gw7IZPn4 · row L85gw7IZPn4

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Interior

Listed as OVN – Interior (Interior) · Watch on YouTube

youtube_video LSvNwLW0tFk · row LSvNwLW0tFk

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Magazine Rack

Listed as OVN – Magazine Rack (Interior) · Watch on YouTube

youtube_video O0k0Evnue80 · row O0k0Evnue80

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Mise en Scene

Listed as OVN – Mise en Scene (Philosophy) · Watch on YouTube

youtube_video OUd0It8b3nc · row OUd0It8b3nc

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Greetings!

Listed as OVN – Greetings! (Positive) · Watch on YouTube

youtube_video Qy5GBoKMJ88 · row Qy5GBoKMJ88

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Etiquette

Listed as OVN – Etiquette (Etiquette) · Watch on YouTube

youtube_video R_HG_PVUtiE · row R_HG_PVUtiE

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My Favorite Scene

Listed as OVN – My Favorite Scene (Interior) · Watch on YouTube

youtube_video SyGcPcHji2M · row SyGcPcHji2M

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Dripin' Dreamin'

Listed as OVN, Chill Select – Dripin' Dreamin' (Dripin' Dreamin') · Watch on YouTube

youtube_video TkggWLGv0D8 · row TkggWLGv0D8

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15F Roof Top Cloud

Listed as OVN – 15F Roof Top Cloud (Hotel Sunset Cloud) · Watch on YouTube

youtube_video WM8FX9i5l7E · row WM8FX9i5l7E

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Morning Call

Listed as OVN – Morning Call (Philosophy) · Watch on YouTube

youtube_video YGvx4_N_Z6E · row YGvx4_N_Z6E

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Attractive

Listed as OVN – Attractive (Attractive) · Watch on YouTube

youtube_video ZExDs7B9djQ · row ZExDs7B9djQ

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1F Lobby

Listed as OVN – 1F Lobby (Hotel Sunset Cloud) · Watch on YouTube

youtube_video _kUuq5fKRZA · row _kUuq5fKRZA

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My Cup of Tea

Listed as OVN – My Cup of Tea (Philosophy) · Watch on YouTube

youtube_video bRA3P7LIkD8 · row bRA3P7LIkD8

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Awesome Breeze

Listed as OVN – Awesome Breeze (Philosophy) · Watch on YouTube

youtube_video cG1EBrtuctw · row cG1EBrtuctw

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Table Talk

Listed as OVN – Table Talk (Interior) · Watch on YouTube

youtube_video cxX9AXL6FsY · row cxX9AXL6FsY

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Sea of Love

Listed as OVN – Sea of Love (Jeju) · Watch on YouTube

youtube_video dHTqkrKlRW0 · row dHTqkrKlRW0

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Nostalgia

Listed as OVN – Nostalgia (Philosophy) · Watch on YouTube

youtube_video eRpc4tQPInE · row eRpc4tQPInE

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14F Swimming Pool

Listed as OVN – 14F Swimming Pool (Hotel Sunset Cloud) · Watch on YouTube

youtube_video en-ij-3WY5o · row en-ij-3WY5o

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Cozy Couch

Listed as OVN – Cozy Couch (Interior) · Watch on YouTube

youtube_video fBKaNK1eER4 · row fBKaNK1eER4

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Positive

Listed as OVN – Positive (Positive) · Watch on YouTube

youtube_video fiAsSaVJXZA · row fiAsSaVJXZA

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Sweet On The Rock

Listed as OVN – Sweet On The Rock (Peacock) · Watch on YouTube

youtube_video hC7ji68vu0Q · row hC7ji68vu0Q

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Sympathetic Magic

Listed as OVN – Sympathetic Magic (Philosophy) · Watch on YouTube

youtube_video h_rdA7iBY24 · row h_rdA7iBY24

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Christmas With Kevin

Listed as OVN – Christmas With Kevin (Cool but Not Cold) · Watch on YouTube

youtube_video ih4-CDL0aCM · row ih4-CDL0aCM

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Loop

Listed as OVN, Young Man – Loop (Loop) · Watch on YouTube

youtube_video kx0F3ndOgQQ · row kx0F3ndOgQQ

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Steady!

Listed as OVN – Steady! (Philosophy) · Watch on YouTube

youtube_video kx2FWdNmxn8 · row kx2FWdNmxn8

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Lean On

Listed as OVN – Lean On (Tenderness) · Watch on YouTube

youtube_video lsLbR4j43X8 · row lsLbR4j43X8

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Arm Pillow

Listed as OVN – Arm Pillow (Lovely Day!) · Watch on YouTube

youtube_video o4QQgKGbUJo · row o4QQgKGbUJo

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Beauty And The Beats

Listed as OVN – Beauty And The Beats (Peacock) · Watch on YouTube

youtube_video owpLzYdPg8A · row owpLzYdPg8A

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Confidence

Listed as OVN – Confidence (Philosophy) · Watch on YouTube

youtube_video ppnQXMR8ohs · row ppnQXMR8ohs

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1:06 Am

Listed as OVN – 1:06 Am (Tenderness) · Watch on YouTube

youtube_video qCKh3n9W6G0 · row qCKh3n9W6G0

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My Sweet Moment

Listed as OVN – My Sweet Moment (My Sweet Moment) · Watch on YouTube

youtube_video rYdVHfTzckY · row rYdVHfTzckY

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Igloo Hotel

Listed as OVN – Igloo Hotel (Igloo Hotel) · Watch on YouTube

youtube_video spzsbyTf2i8 · row spzsbyTf2i8

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April Showers

Listed as OVN – April Showers (Interior) · Watch on YouTube

youtube_video tBjZwZ9JvNU · row tBjZwZ9JvNU

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2F Library

Listed as OVN – 2F Library (Hotel Sunset Cloud) · Watch on YouTube

youtube_video vAq9mdTUrKM · row vAq9mdTUrKM

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Influence

Listed as OVN – Influence (Philosophy) · Watch on YouTube

youtube_video xEzYfwcF4_A · row xEzYfwcF4_A

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FUGLEN Tokyo

Listed as OVN – FUGLEN Tokyo (Almost Home Cafe) · Watch on YouTube

youtube_video xSOyipJa7xQ · row xSOyipJa7xQ

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Old Fashioned

Listed as OVN, smile for me. – Old Fashioned (Bold Recipes For Bold Women) · Watch on YouTube

youtube_video xbJpZbcymNE · row xbJpZbcymNE

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Got You

Listed as OVN – Got You (Seoul Made) · Watch on YouTube

youtube_video xemoG1TYMus · row xemoG1TYMus

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Check List

Listed as OVN – Check List (Philosophy) · Watch on YouTube

youtube_video zZdgmtgCH5Q · row zZdgmtgCH5Q

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Seoul Never Sleeps

Listed as OVN – Seoul Never Sleeps (Seoul Made) · Watch on YouTube

youtube_video zi0CtMgASKg · row zi0CtMgASKg

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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.