Yes. Robert Grace has 46 songs listed in a dataset used to train AI music models.

Used for training 46

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 The Hurt You Gave Me, The Good Place, Not OK (Sped Up)

Listed under the artist name 46 songs in LAION-DISCO-12M

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

The Hurt You Gave Me

Listed as Robert Grace – The Hurt You Gave Me (The Hurt You Gave Me) · Watch on YouTube

youtube_video -EszTtiCSFY · row -EszTtiCSFY

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The Good Place

Listed as Robert Grace – The Good Place (The Good Place) · Watch on YouTube

youtube_video 1A8eYIDd0A0 · row 1A8eYIDd0A0

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Not OK (Sped Up)

Listed as Robert Grace, sped up + slowed – Not OK (Sped Up) (Not OK - Alt versions) · Watch on YouTube

youtube_video 3NZtFTPZ2rE · row 3NZtFTPZ2rE

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Nice Guys Finish Last

Listed as Robert Grace – Nice Guys Finish Last (Nice Guys Finish Last) · Watch on YouTube

youtube_video 3_MCo2mE8xk · row 3_MCo2mE8xk

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Not OK (Slowed + Reverb)

Listed as Robert Grace, sped up + slowed – Not OK (Slowed + Reverb) (Not OK - Alt versions) · Watch on YouTube

youtube_video 3al02_is5tE · row 3al02_is5tE

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Be Your Friend

Listed as Robert Grace – Be Your Friend (Be Your Friend) · Watch on YouTube

youtube_video 52FnJWSlNis · row 52FnJWSlNis

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Holding On

Listed as Robert Grace – Holding On (Talk to Me) · Watch on YouTube

youtube_video 5dGk47OZbzg · row 5dGk47OZbzg

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The Moon

Listed as Robert Grace – The Moon (Talk to Me) · Watch on YouTube

youtube_video 6y2ViYRfg9g · row 6y2ViYRfg9g

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Need You Back

Listed as Robert Grace – Need You Back (Need You Back) · Watch on YouTube

youtube_video 7ZYlw9LaDRo · row 7ZYlw9LaDRo

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Casper (Sped Up)

Listed as Robert Grace, sped up + slowed – Casper (Sped Up) (Casper - Alt versions) · Watch on YouTube

youtube_video 8wV5l6zlSO0 · row 8wV5l6zlSO0

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Reasons

Listed as Robert Grace – Reasons (Reasons) · Watch on YouTube

youtube_video 9mUtBv4W4sA · row 9mUtBv4W4sA

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I Break Beautiful Things

Listed as Robert Grace – I Break Beautiful Things (Happy Sad Songs) · Watch on YouTube

youtube_video BBgDDuwDdYU · row BBgDDuwDdYU

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Euphoria

Listed as Robert Grace – Euphoria (Euphoria) · Watch on YouTube

youtube_video BHGB2a0-umQ · row BHGB2a0-umQ

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Break The Silence

Listed as Robert Grace – Break The Silence (Break The Silence) · Watch on YouTube

youtube_video DLuQnBSLIhA · row DLuQnBSLIhA

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Nice Guys Finish Last

Listed as Robert Grace – Nice Guys Finish Last (Nice Guys Finish Last) · Watch on YouTube

youtube_video GFtc9k4YKv8 · row GFtc9k4YKv8

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Need You Back

Listed as Robert Grace – Need You Back (XXVII) · Watch on YouTube

youtube_video GRdKPsLda30 · row GRdKPsLda30

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Boomerang

Listed as Robert Grace – Boomerang (Boomerang) · Watch on YouTube

youtube_video LJt-0f01Xbw · row LJt-0f01Xbw

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Fckd In The Head

Listed as Robert Grace – Fckd In The Head (Fckd In The Head) · Watch on YouTube

youtube_video MIZZk3l06PY · row MIZZk3l06PY

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Beautiful Nightmare

Listed as Robert Grace – Beautiful Nightmare (Beautiful Nightmare) · Watch on YouTube

youtube_video N9cwdfDkXQ8 · row N9cwdfDkXQ8

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Reasons

Listed as Robert Grace – Reasons (Reasons) · Watch on YouTube

youtube_video NPAqsDu5MbQ · row NPAqsDu5MbQ

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Casper (49th & Main Remix)

Listed as Robert Grace – Casper (49th & Main Remix) (Casper (49th & Main Remix)) · Watch on YouTube

youtube_video PEqFHcR6i-g · row PEqFHcR6i-g

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I'm Done

Listed as Robert Grace – I'm Done (Happy Sad Songs) · Watch on YouTube

youtube_video QUlY61CFXPE · row QUlY61CFXPE

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SOS

Listed as Robert Grace – SOS (Happy Sad Songs) · Watch on YouTube

youtube_video QWCE-Fgbcbk · row QWCE-Fgbcbk

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Deep End

Listed as Robert Grace – Deep End (XXVII) · Watch on YouTube

youtube_video RGTqtXeNpnc · row RGTqtXeNpnc

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The Girl That Broke My Heart

Listed as Robert Grace – The Girl That Broke My Heart (The Girl That Broke My Heart) · Watch on YouTube

youtube_video TWxKCtm31Rs · row TWxKCtm31Rs

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Not OK

Listed as Robert Grace – Not OK (Not OK) · Watch on YouTube

youtube_video VK_13BuDvwE · row VK_13BuDvwE

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Wanna Love

Listed as Robert Grace – Wanna Love (Wanna Love) · Watch on YouTube

youtube_video WUu_WgQtXyg · row WUu_WgQtXyg

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Christmas Time for Me

Listed as Robert Grace – Christmas Time for Me (Christmas Time for Me) · Watch on YouTube

youtube_video WlvU1gYOWFc · row WlvU1gYOWFc

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No Hope (The Frog Song)

Listed as Robert Grace – No Hope (The Frog Song) (No Hope (The Frog Song)) · Watch on YouTube

youtube_video YWXKw1VNDxY · row YWXKw1VNDxY

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Golden

Listed as Robert Grace – Golden (Golden) · Watch on YouTube

youtube_video aZlXnVaNz1M · row aZlXnVaNz1M

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Not OK (Acoustic)

Listed as Robert Grace – Not OK (Acoustic) (Not OK - Alt versions) · Watch on YouTube

youtube_video hI_UanHZHrg · row hI_UanHZHrg

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Self

Listed as Robert Grace, Emma Steinbakken – Self (Self) · Watch on YouTube

youtube_video i90WE1u159w · row i90WE1u159w

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Be My Lover

Listed as Robert Grace – Be My Lover (Talk to Me) · Watch on YouTube

youtube_video iekujRWwu5M · row iekujRWwu5M

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Moving Fast

Listed as Robert Grace – Moving Fast (Moving Fast) · Watch on YouTube

youtube_video jRErkKzZWD8 · row jRErkKzZWD8

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You Left

Listed as Robert Grace – You Left (You Left) · Watch on YouTube

youtube_video klJSVEFCGF4 · row klJSVEFCGF4

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Fckd In The Head

Listed as Robert Grace – Fckd In The Head (Fckd In The Head) · Watch on YouTube

youtube_video m_maeFO0kZo · row m_maeFO0kZo

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Fake Fine

Listed as Robert Grace – Fake Fine (Fake Fine) · Watch on YouTube

youtube_video pMAhvpxmO4E · row pMAhvpxmO4E

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Hate Me

Listed as Robert Grace – Hate Me (Hate Me) · Watch on YouTube

youtube_video qX-wIrN-8C8 · row qX-wIrN-8C8

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Deep End

Listed as Robert Grace – Deep End (Deep End) · Watch on YouTube

youtube_video rEokAmtzP7s · row rEokAmtzP7s

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Casper

Listed as Robert Grace – Casper (Casper) · Watch on YouTube

youtube_video teVR3FmBAcM · row teVR3FmBAcM

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Casper (49th & Main Remix)

Listed as Robert Grace – Casper (49th & Main Remix) (Casper (49th & Main Remix)) · Watch on YouTube

youtube_video veAEU1XEXl8 · row veAEU1XEXl8

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Hate Me

Listed as Robert Grace – Hate Me (Hate Me) · Watch on YouTube

youtube_video vn-Ogmz1h08 · row vn-Ogmz1h08

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Talk to Me

Listed as Robert Grace – Talk to Me (Talk to Me) · Watch on YouTube

youtube_video ym7-QSNIorE · row ym7-QSNIorE

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Casper

Listed as Robert Grace – Casper (Casper) · Watch on YouTube

youtube_video ymIztPjrizs · row ymIztPjrizs

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Beautiful Nightmare

Listed as Robert Grace – Beautiful Nightmare (Beautiful Nightmare) · Watch on YouTube

youtube_video zSTovdHYans · row zSTovdHYans

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I'm Here Too

Listed as Robert Grace – I'm Here Too (I'm Here Too) · Watch on YouTube

youtube_video zbfpB7rUIYU · row zbfpB7rUIYU

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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.