Yes. O.A.R. has 151 songs listed in a dataset used to train AI music models.

Used for training 151

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 California (Live), Night Shift…Stir It Up, About Mr. Brown

Listed under the artist name 151 songs in LAION-DISCO-12M

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

California (Live)

Listed as O.A.R. – California (Live) (Live From Merriweather) · Watch on YouTube

youtube_video 1-HIOri-8Yc · row 1-HIOri-8Yc

LAION-DISCO-12M

Night Shift…Stir It Up

Listed as O.A.R. – Night Shift…Stir It Up (Any Time Now) · Watch on YouTube

youtube_video 1Awk1E6bAuU · row 1Awk1E6bAuU

LAION-DISCO-12M

About Mr. Brown

Listed as O.A.R. – About Mr. Brown (Live From Madison Square Garden) · Watch on YouTube

youtube_video 22pgWjrQ82c · row 22pgWjrQ82c

LAION-DISCO-12M

I Feel Home

Listed as O.A.R. – I Feel Home (Souls Aflame) · Watch on YouTube

youtube_video 2xCTpjuakQQ · row 2xCTpjuakQQ

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Love And Memories

Listed as O.A.R. – Love And Memories (Stories Of A Stranger) · Watch on YouTube

youtube_video 78ZtKNsbPPs · row 78ZtKNsbPPs

LAION-DISCO-12M

About An Hour Ago

Listed as O.A.R. – About An Hour Ago (Live From Madison Square Garden) · Watch on YouTube

youtube_video 7CpMmZkRpN0 · row 7CpMmZkRpN0

LAION-DISCO-12M

Fool In The Rain

Listed as O.A.R., Robert Randolph And The Family Band – Fool In The Rain (Fool In The Rain) · Watch on YouTube

youtube_video AhbQ5LHBZH4 · row AhbQ5LHBZH4

LAION-DISCO-12M

That Was A Crazy Game of Poker

Listed as O.A.R. – That Was A Crazy Game of Poker (Any Time Now) · Watch on YouTube

youtube_video BoPKEfn7GEk · row BoPKEfn7GEk

LAION-DISCO-12M

All Because of You

Listed as O.A.R. – All Because of You (The Mighty) · Watch on YouTube

youtube_video C1OoWUXbL7I · row C1OoWUXbL7I

LAION-DISCO-12M

Heard The World

Listed as O.A.R. – Heard The World (Stories Of A Stranger) · Watch on YouTube

youtube_video D0yaUsdYXuo · row D0yaUsdYXuo

LAION-DISCO-12M

Shattered (Turn The Car Around)

Listed as O.A.R. – Shattered (Turn The Car Around) (All Sides (Deluxe Edition)) · Watch on YouTube

youtube_video HpxO956lJvo · row HpxO956lJvo

LAION-DISCO-12M

I Won't Back Down

Listed as The Goo Goo Dolls, O.A.R. – I Won't Back Down (I Won't Back Down) · Watch on YouTube

youtube_video Id2-wBE21Ec · row Id2-wBE21Ec

LAION-DISCO-12M

Miss You All The Time

Listed as O.A.R. – Miss You All The Time (The Mighty) · Watch on YouTube

youtube_video IkEcLeO9uj0 · row IkEcLeO9uj0

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Missing Pieces

Listed as O.A.R. – Missing Pieces (The Wanderer) · Watch on YouTube

youtube_video IqqfP-7sWgw · row IqqfP-7sWgw

LAION-DISCO-12M

About An Hour Ago

Listed as O.A.R. – About An Hour Ago (The Wanderer) · Watch on YouTube

youtube_video IvHD04ozyIE · row IvHD04ozyIE

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Black Rock

Listed as O.A.R. – Black Rock (Live From Madison Square Garden) · Watch on YouTube

youtube_video K6PjxeNb0as · row K6PjxeNb0as

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City on Down

Listed as O.A.R. – City on Down (Any Time Now) · Watch on YouTube

youtube_video MQy3M4blRao · row MQy3M4blRao

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Hey Girl

Listed as O.A.R. – Hey Girl (In Between Now And Then) · Watch on YouTube

youtube_video MWtuCJb_VUo · row MWtuCJb_VUo

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Free

Listed as O.A.R. – Free (The Mighty) · Watch on YouTube

youtube_video Nzq0G6hLg84 · row Nzq0G6hLg84

LAION-DISCO-12M

Fool in the Rain (Cover)

Listed as O.A.R. – Fool in the Rain (Cover) (Rain or Shine) · Watch on YouTube

youtube_video OIO7MFb7nQc · row OIO7MFb7nQc

LAION-DISCO-12M

Knocking at Your Door

Listed as O.A.R. – Knocking at Your Door (The Mighty) · Watch on YouTube

youtube_video Pq45kYsDP8U · row Pq45kYsDP8U

LAION-DISCO-12M

Love Is Worth The Fall

Listed as O.A.R. – Love Is Worth The Fall (Love Is Worth The Fall) · Watch on YouTube

youtube_video QnR8YROau64 · row QnR8YROau64

LAION-DISCO-12M

About Mr. Brown

Listed as O.A.R. – About Mr. Brown (The Wanderer) · Watch on YouTube

youtube_video SJPo7pJdApk · row SJPo7pJdApk

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All Because of You (Live)

Listed as O.A.R. – All Because of You (Live) (Live From Merriweather) · Watch on YouTube

youtube_video TlQwWBP-bKs · row TlQwWBP-bKs

LAION-DISCO-12M

Place To Hide (Live)

Listed as O.A.R. – Place To Hide (Live) (Live From Merriweather) · Watch on YouTube

youtube_video UKDshLUQ2GA · row UKDshLUQ2GA

LAION-DISCO-12M

Nowhere Else I'd Rather Be

Listed as O.A.R. – Nowhere Else I'd Rather Be (The Arcade) · Watch on YouTube

youtube_video UkfFsH7Yuik · row UkfFsH7Yuik

LAION-DISCO-12M

Conquering Fools

Listed as O.A.R. – Conquering Fools (Any Time Now) · Watch on YouTube

youtube_video Vdccz-VXhIY · row Vdccz-VXhIY

LAION-DISCO-12M

Heaven

Listed as O.A.R. – Heaven (King) · Watch on YouTube

youtube_video WODUbRTNJQU · row WODUbRTNJQU

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Untitled

Listed as O.A.R. – Untitled (Live From Madison Square Garden) · Watch on YouTube

youtube_video bxnkGl0xeKg · row bxnkGl0xeKg

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Hiding On The Moon

Listed as Cory Wong, O.A.R. – Hiding On The Moon (Hiding On The Moon) · Watch on YouTube

youtube_video cNujh_O8x3Y · row cNujh_O8x3Y

LAION-DISCO-12M

Favorite Song

Listed as O.A.R. – Favorite Song (The Rockville LP) · Watch on YouTube

youtube_video d0wh2tj4Spw · row d0wh2tj4Spw

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I Go Through

Listed as O.A.R. – I Go Through (XX) · Watch on YouTube

youtube_video dXpL_tCjIus · row dXpL_tCjIus

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Dangerous Connection

Listed as O.A.R. – Dangerous Connection (Live on Red Rocks) · Watch on YouTube

youtube_video fXM8Pjw1t3Y · row fXM8Pjw1t3Y

LAION-DISCO-12M

Hey Girl

Listed as O.A.R. – Hey Girl (Live From Madison Square Garden) · Watch on YouTube

youtube_video gHKi1iDw1oM · row gHKi1iDw1oM

LAION-DISCO-12M

Shattered (Turn The Car Around) (Live)

Listed as O.A.R. – Shattered (Turn The Car Around) (Live) (Live From Merriweather) · Watch on YouTube

youtube_video i2mqnJkN_uk · row i2mqnJkN_uk

LAION-DISCO-12M

Just Like Paradise

Listed as O.A.R. – Just Like Paradise (Just Like Paradise) · Watch on YouTube

youtube_video igbVQBHb7YU · row igbVQBHb7YU

LAION-DISCO-12M

I Feel Home

Listed as O.A.R. – I Feel Home (Any Time Now) · Watch on YouTube

youtube_video lP30czPeFOg · row lP30czPeFOg

LAION-DISCO-12M

Peace (Live)

Listed as O.A.R. – Peace (Live) (Live From Merriweather) · Watch on YouTube

youtube_video mDWrXQHyaGs · row mDWrXQHyaGs

LAION-DISCO-12M

Shattered (Turn The Car Around) (XX Version)

Listed as O.A.R. – Shattered (Turn The Car Around) (XX Version) (XX) · Watch on YouTube

youtube_video mnQvUa3Hojk · row mnQvUa3Hojk

LAION-DISCO-12M

Peace

Listed as O.A.R. – Peace (The Rockville LP) · Watch on YouTube

youtube_video o3qYzrYAG78 · row o3qYzrYAG78

LAION-DISCO-12M

That Was A Crazy Game of Poker

Listed as O.A.R. – That Was A Crazy Game of Poker (The Wanderer) · Watch on YouTube

youtube_video ou1cGaml-h8 · row ou1cGaml-h8

LAION-DISCO-12M

This Town

Listed as O.A.R. – This Town (All Sides (Deluxe Edition)) · Watch on YouTube

youtube_video qZwIdapKFcU · row qZwIdapKFcU

LAION-DISCO-12M

Hey Girl

Listed as O.A.R. – Hey Girl (Any Time Now) · Watch on YouTube

youtube_video qeooDHNw5uE · row qeooDHNw5uE

LAION-DISCO-12M

In the Clouds

Listed as O.A.R. – In the Clouds (The Arcade) · Watch on YouTube

youtube_video rmCVpkMX0wU · row rmCVpkMX0wU

LAION-DISCO-12M

City On Down

Listed as O.A.R. – City On Down (Live From Madison Square Garden) · Watch on YouTube

youtube_video sZUiPOqTYVA · row sZUiPOqTYVA

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California

Listed as O.A.R. – California (The Mighty) · Watch on YouTube

youtube_video uG-sYj5P3iY · row uG-sYj5P3iY

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Two Hands Up

Listed as O.A.R. – Two Hands Up (The Rockville LP) · Watch on YouTube

youtube_video vQjB-VV5OZs · row vQjB-VV5OZs

LAION-DISCO-12M

I Go Through (XX Radio Mix)

Listed as O.A.R. – I Go Through (XX Radio Mix) (I Go Through (XX Radio Mix)) · Watch on YouTube

youtube_video wnsbmZUGshM · row wnsbmZUGshM

LAION-DISCO-12M

Night Shift

Listed as O.A.R. – Night Shift (Souls Aflame) · Watch on YouTube

youtube_video xqYudU6mMrE · row xqYudU6mMrE

LAION-DISCO-12M

Black Rock

Listed as O.A.R. – Black Rock (The Wanderer) · Watch on YouTube

youtube_video zb58T7Rhnys · row zb58T7Rhnys

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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.