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 Black Hole, I'll Come To You Like The First Snow, Nothing Left

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.

Black Hole

Listed as OVN – Black Hole (Milky Way) · Watch on YouTube

youtube_video -WvLgbZr6N0 · row -WvLgbZr6N0

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I'll Come To You Like The First Snow

Listed as OVN – I'll Come To You Like The First Snow (Cool but Not Cold) · Watch on YouTube

youtube_video 1mIbYRu5csY · row 1mIbYRu5csY

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Nothing Left

Listed as OVN, JOMO – Nothing Left (Midnight Secret Club) · Watch on YouTube

youtube_video 2cIfPfU6kEM · row 2cIfPfU6kEM

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The Last Word

Listed as OVN, smile for me. – The Last Word (Bold Recipes For Bold Women) · Watch on YouTube

youtube_video 2h0kku6teLE · row 2h0kku6teLE

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Drive Through

Listed as OVN, JOMO – Drive Through (Drive Through) · Watch on YouTube

youtube_video 3WDY7FzYPds · row 3WDY7FzYPds

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Pasture Nature

Listed as OVN – Pasture Nature (Forest Voyage) · Watch on YouTube

youtube_video 6_OIpvpSHXY · row 6_OIpvpSHXY

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Rose Tequila Sleeper

Listed as OVN, smile for me. – Rose Tequila Sleeper (Bold Recipes For Bold Women) · Watch on YouTube

youtube_video 6mPN8jsF3K8 · row 6mPN8jsF3K8

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Secret Lake

Listed as OVN – Secret Lake (Forest Voyage) · Watch on YouTube

youtube_video 7G8uSCr2_bI · row 7G8uSCr2_bI

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Dear My Dear

Listed as OVN – Dear My Dear (Philosophy) · Watch on YouTube

youtube_video 9tKwzUN9Ww8 · row 9tKwzUN9Ww8

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Dream Traveler

Listed as OVN – Dream Traveler (Milky Way) · Watch on YouTube

youtube_video AbapK3hpWxA · row AbapK3hpWxA

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Whisky Mood

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

youtube_video AyHSzmgfUGM · row AyHSzmgfUGM

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Face to Face

Listed as OVN – Face to Face (Face to Face) · Watch on YouTube

youtube_video BBCvaGrEn84 · row BBCvaGrEn84

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Cheese Cake Mapia

Listed as OVN – Cheese Cake Mapia (Autumn Breeze) · Watch on YouTube

youtube_video BDUME3oem1Q · row BDUME3oem1Q

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Here Together

Listed as OVN – Here Together (Peacock) · Watch on YouTube

youtube_video BW4TV561S3k · row BW4TV561S3k

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Dawn Town

Listed as OVN, Chill Moon Music – Dawn Town (Dawn Town) · Watch on YouTube

youtube_video Ce4ns4f47WA · row Ce4ns4f47WA

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REM Lamb

Listed as OVN – REM Lamb (Milky Way) · Watch on YouTube

youtube_video ESe9QmQRa5c · row ESe9QmQRa5c

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Pieces of You

Listed as OVN – Pieces of You (Pieces of You) · Watch on YouTube

youtube_video FcLxb3LcnzA · row FcLxb3LcnzA

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Winter Carnival

Listed as OVN – Winter Carnival (Winter Carnival) · Watch on YouTube

youtube_video GmOjVqyKWB4 · row GmOjVqyKWB4

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Snowy Day In Seoul

Listed as OVN – Snowy Day In Seoul (Cool but Not Cold) · Watch on YouTube

youtube_video Hu4XghmTdL0 · row Hu4XghmTdL0

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Space Between

Listed as OVN, JOMO – Space Between (Drive Through) · Watch on YouTube

youtube_video IwtE1mXhHNA · row IwtE1mXhHNA

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Cream Dream

Listed as OVN – Cream Dream (Winter Carnival) · Watch on YouTube

youtube_video KiNRCcCXBV4 · row KiNRCcCXBV4

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I'm Here

Listed as OVN – I'm Here (Iftheworldisfallingdown) · Watch on YouTube

youtube_video PAsgT2FsvQg · row PAsgT2FsvQg

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Lovely Day!

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

youtube_video PNX48VyDSwI · row PNX48VyDSwI

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Soft Blanket

Listed as OVN – Soft Blanket (Winter Carnival) · Watch on YouTube

youtube_video QOQnowLb1_8 · row QOQnowLb1_8

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Snowflake

Listed as OVN – Snowflake (Winter Carnival) · Watch on YouTube

youtube_video R2CESao9_Qw · row R2CESao9_Qw

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Baby It's Cold Outside

Listed as OVN – Baby It's Cold Outside (Cool but Not Cold) · Watch on YouTube

youtube_video VzN5LXWqbeY · row VzN5LXWqbeY

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Swing Leaves

Listed as OVN – Swing Leaves (Autumn Breeze) · Watch on YouTube

youtube_video WKC9Y1ZJw2c · row WKC9Y1ZJw2c

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Milky Way

Listed as OVN – Milky Way (Milky Way) · Watch on YouTube

youtube_video WPTp55j56cs · row WPTp55j56cs

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Peacock

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

youtube_video bPxZFs_WyAg · row bPxZFs_WyAg

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Effortless

Listed as OVN – Effortless (Peacock) · Watch on YouTube

youtube_video fVSeY9VE7Oo · row fVSeY9VE7Oo

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Moonlight in Seoul

Listed as OVN – Moonlight in Seoul (Lovely Day!) · Watch on YouTube

youtube_video faSFSHLLTBs · row faSFSHLLTBs

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Date Plan

Listed as OVN – Date Plan (Lovely Day!) · Watch on YouTube

youtube_video irbvq2dIY3w · row irbvq2dIY3w

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Midnight Secret Club

Listed as OVN, JOMO – Midnight Secret Club (Midnight Secret Club) · Watch on YouTube

youtube_video j27jMhmPFmQ · row j27jMhmPFmQ

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What Should I Do (feat. chrln & Young Man)

Listed as OVN – What Should I Do (feat. chrln & Young Man) (What Should I Do) · Watch on YouTube

youtube_video jhtDor2O4_4 · row jhtDor2O4_4

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Playful

Listed as OVN – Playful (Peacock) · Watch on YouTube

youtube_video kekQMexTkPQ · row kekQMexTkPQ

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Snow Village

Listed as OVN – Snow Village (Winter Carnival) · Watch on YouTube

youtube_video lKYQivC-h8o · row lKYQivC-h8o

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Cinnamon Roll

Listed as OVN – Cinnamon Roll (Winter Carnival) · Watch on YouTube

youtube_video nQwKNq-XgCA · row nQwKNq-XgCA

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Adventures of Yeti

Listed as OVN – Adventures of Yeti (Winter Carnival) · Watch on YouTube

youtube_video ndVIgbX-q3U · row ndVIgbX-q3U

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My Old Cassette Tape

Listed as OVN – My Old Cassette Tape (Autumn Breeze) · Watch on YouTube

youtube_video os9z45ZzbwY · row os9z45ZzbwY

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Blizzard

Listed as OVN – Blizzard (Cool but Not Cold) · Watch on YouTube

youtube_video pTkkyCUVkf0 · row pTkkyCUVkf0

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Frozen Painkiller

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

youtube_video sCuqkj2CUZw · row sCuqkj2CUZw

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100% Cashmere

Listed as OVN – 100% Cashmere (Cool but Not Cold) · Watch on YouTube

youtube_video sj16-EAV9Ck · row sj16-EAV9Ck

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Lucky Charm

Listed as OVN – Lucky Charm (Peacock) · Watch on YouTube

youtube_video tC7C40dcaMU · row tC7C40dcaMU

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Laputa

Listed as OVN – Laputa (Forest Voyage) · Watch on YouTube

youtube_video w0n5mZAQllc · row w0n5mZAQllc

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Holiday Hollywood Movie

Listed as OVN – Holiday Hollywood Movie (Cool but Not Cold) · Watch on YouTube

youtube_video wEY5c6cpH1w · row wEY5c6cpH1w

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Autumn Breeze

Listed as OVN – Autumn Breeze (Autumn Breeze) · Watch on YouTube

youtube_video wrJ2tCPF61U · row wrJ2tCPF61U

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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.