Yes. Tamar Kaprelian has 22 songs listed in a dataset used to train AI music models.

Used for training 22

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 March Mornings, Raining In Paradise, Don't Ask Me Why

Listed under the artist name 22 songs in LAION-DISCO-12M

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

March Mornings

Listed as Tamar Kaprelian – March Mornings (Sinner Or A Saint) · Watch on YouTube

youtube_video 2BC2rAwcbGg · row 2BC2rAwcbGg

LAION-DISCO-12M

Raining In Paradise

Listed as Tamar Kaprelian – Raining In Paradise (Sinner Or A Saint) · Watch on YouTube

youtube_video 3ttAdCxEmRs · row 3ttAdCxEmRs

LAION-DISCO-12M

Don't Ask Me Why

Listed as Tamar Kaprelian – Don't Ask Me Why (Yours To Keep) · Watch on YouTube

youtube_video 4Jcky4DGqe8 · row 4Jcky4DGqe8

LAION-DISCO-12M

The Otherside (Aleatory)

Listed as Tamar Kaprelian – The Otherside (Aleatory) (Sinner Or A Saint) · Watch on YouTube

youtube_video 5ToUpHLiRH8 · row 5ToUpHLiRH8

LAION-DISCO-12M

Feels So Good

Listed as Tamar Kaprelian – Feels So Good (California EP) · Watch on YouTube

youtube_video 7D74ViZel7Q · row 7D74ViZel7Q

LAION-DISCO-12M

Sinner Or A Saint

Listed as Tamar Kaprelian – Sinner Or A Saint (Sinner Or A Saint) · Watch on YouTube

youtube_video 8eELwmCwx9w · row 8eELwmCwx9w

LAION-DISCO-12M

All or Nothing

Listed as Tamar Kaprelian – All or Nothing (California EP) · Watch on YouTube

youtube_video Ah6DG9ZJ22Q · row Ah6DG9ZJ22Q

LAION-DISCO-12M

Purified

Listed as Tamar Kaprelian – Purified (Sinner Or A Saint) · Watch on YouTube

youtube_video NvD-sv7AseA · row NvD-sv7AseA

LAION-DISCO-12M

Should Have Known Better

Listed as Tamar Kaprelian – Should Have Known Better (Sinner Or A Saint) · Watch on YouTube

youtube_video PE7DGCjvYnA · row PE7DGCjvYnA

LAION-DISCO-12M

Poison (Ari, Ari)

Listed as Tamar Kaprelian – Poison (Ari, Ari) (Poison (Ari, Ari)) · Watch on YouTube

youtube_video QS2vnvEBYVc · row QS2vnvEBYVc

LAION-DISCO-12M

Come Home (Walk the Line)

Listed as Tamar Kaprelian – Come Home (Walk the Line) (California EP) · Watch on YouTube

youtube_video VC8Qb5-pJNE · row VC8Qb5-pJNE

LAION-DISCO-12M

Wanna Go There With You

Listed as Tamar Kaprelian – Wanna Go There With You (Yours To Keep) · Watch on YouTube

youtube_video WYPq-zuOCfw · row WYPq-zuOCfw

LAION-DISCO-12M

Transcend

Listed as Tamar Kaprelian – Transcend (Sinner Or A Saint) · Watch on YouTube

youtube_video YVMRPJ9mxCQ · row YVMRPJ9mxCQ

LAION-DISCO-12M

Good Times

Listed as Tamar Kaprelian – Good Times (California) · Watch on YouTube

youtube_video _Gq7zqxrweI · row _Gq7zqxrweI

LAION-DISCO-12M

Summer, Highland Falls

Listed as Tamar Kaprelian – Summer, Highland Falls (Yours To Keep) · Watch on YouTube

youtube_video hK8gxOLiE4Q · row hK8gxOLiE4Q

LAION-DISCO-12M

California

Listed as Tamar Kaprelian – California (California) · Watch on YouTube

youtube_video mJW0gP1daB0 · row mJW0gP1daB0

LAION-DISCO-12M

Yours To Keep

Listed as Tamar Kaprelian – Yours To Keep (Yours To Keep) · Watch on YouTube

youtube_video qKePm41HZG8 · row qKePm41HZG8

LAION-DISCO-12M

Ride Until You Run

Listed as Tamar Kaprelian – Ride Until You Run (Yours To Keep) · Watch on YouTube

youtube_video qkhksUMekeE · row qkhksUMekeE

LAION-DISCO-12M

New Day

Listed as Tamar Kaprelian – New Day (Sinner Or A Saint) · Watch on YouTube

youtube_video sgHEo5l3_B4 · row sgHEo5l3_B4

LAION-DISCO-12M

Delicate Soul

Listed as Tamar Kaprelian – Delicate Soul (Sinner Or A Saint) · Watch on YouTube

youtube_video t2KEfwGuESE · row t2KEfwGuESE

LAION-DISCO-12M

Raw

Listed as Tamar Kaprelian – Raw (Sinner Or A Saint) · Watch on YouTube

youtube_video tmKrPSUy3Mg · row tmKrPSUy3Mg

LAION-DISCO-12M

New Day (acoustic)

Listed as Tamar Kaprelian – New Day (acoustic) (Sinner Or A Saint) · Watch on YouTube

youtube_video w_4OAIGNSAE · row w_4OAIGNSAE

LAION-DISCO-12M

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.