Yes. Norman Sann has 142 songs listed in a dataset used to train AI music models.

Used for training 142

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 Beautifully Wonderful, Its Beginning to Look a Lot Like Christmas, Between Sexual Maturity & Adulthood

Listed under the artist name 142 songs in LAION-DISCO-12M

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

Beautifully Wonderful

Listed as Norman Sann – Beautifully Wonderful (Beautifully Wonderful) · Watch on YouTube

youtube_video -rVYSwjH5ag · row -rVYSwjH5ag

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Its Beginning to Look a Lot Like Christmas

Listed as Norman Sann – Its Beginning to Look a Lot Like Christmas (The Genre Bending Holiday EP) · Watch on YouTube

youtube_video 189kP1cWYiM · row 189kP1cWYiM

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Between Sexual Maturity & Adulthood

Listed as Norman Sann – Between Sexual Maturity & Adulthood (Adolescence) · Watch on YouTube

youtube_video 24DPBZX3AI4 · row 24DPBZX3AI4

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John Mayer

Listed as Norman Sann – John Mayer (John Mayer) · Watch on YouTube

youtube_video 26Yce17DiKg · row 26Yce17DiKg

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Stained and Blemished

Listed as Norman Sann – Stained and Blemished (Stained and Blemished) · Watch on YouTube

youtube_video 2B099Nxgzhw · row 2B099Nxgzhw

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M.E.L.O.D.

Listed as Norman Sann – M.E.L.O.D. (M.E.L.O.D.) · Watch on YouTube

youtube_video 2wwA_dVPUKc · row 2wwA_dVPUKc

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Fast Lane (feat. The Sann Fam)

Listed as Norman Sann – Fast Lane (feat. The Sann Fam) (Fast Lane) · Watch on YouTube

youtube_video 7sH_zcD6ASA · row 7sH_zcD6ASA

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4eva

Listed as Norman Sann – 4eva (4eva) · Watch on YouTube

youtube_video 88SqP7uVpww · row 88SqP7uVpww

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Full Stop (feat. The Sann Fam)

Listed as Norman Sann – Full Stop (feat. The Sann Fam) (Full Stop) · Watch on YouTube

youtube_video 8aTh71fprMY · row 8aTh71fprMY

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Cakey Foundation

Listed as Norman Sann – Cakey Foundation (Cakey Foundation) · Watch on YouTube

youtube_video 9ctIEIvBaZs · row 9ctIEIvBaZs

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please think

Listed as Norman Sann – please think (please think) · Watch on YouTube

youtube_video 9kMVVqkZ2v0 · row 9kMVVqkZ2v0

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These Days (feat. The Sann Fam)

Listed as Norman Sann – These Days (feat. The Sann Fam) (These Days) · Watch on YouTube

youtube_video 9vINY_18B4Q · row 9vINY_18B4Q

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Too Far

Listed as Norman Sann – Too Far (Too Far) · Watch on YouTube

youtube_video Bg7dmi7HP-o · row Bg7dmi7HP-o

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Water It Down

Listed as Norman Sann – Water It Down (Water It Down) · Watch on YouTube

youtube_video C7w3bnsJLew · row C7w3bnsJLew

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Winter Wonderland

Listed as Norman Sann – Winter Wonderland (The Genre Bending Holiday EP) · Watch on YouTube

youtube_video Cr0BagZPsrA · row Cr0BagZPsrA

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When Words Are Too Much

Listed as Norman Sann – When Words Are Too Much (When Words Are Too Much) · Watch on YouTube

youtube_video F5zu7ZUEEgc · row F5zu7ZUEEgc

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Take Time

Listed as Norman Sann – Take Time (Epidemic Presents: Crates (Sakura Edition)) · Watch on YouTube

youtube_video GBzj5KAJlUk · row GBzj5KAJlUk

LAION-DISCO-12M

O Holy Night

Listed as Norman Sann – O Holy Night (The Genre Bending Holiday EP) · Watch on YouTube

youtube_video GhQ1gW6pMlk · row GhQ1gW6pMlk

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Until

Listed as Norman Sann – Until (Adolescence) · Watch on YouTube

youtube_video IPaCOEuBcQs · row IPaCOEuBcQs

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Woe on Me

Listed as Norman Sann – Woe on Me (Woe on Me) · Watch on YouTube

youtube_video KLE8sELATfE · row KLE8sELATfE

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Wide Road

Listed as Norman Sann – Wide Road (Wide Road) · Watch on YouTube

youtube_video KkPDxdoieME · row KkPDxdoieME

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Abandoned Hope

Listed as Norman Sann – Abandoned Hope (Abandoned Hope) · Watch on YouTube

youtube_video PQKudKmrJCc · row PQKudKmrJCc

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The Age of Majority

Listed as Norman Sann – The Age of Majority (Adolescence) · Watch on YouTube

youtube_video Q2m3ox0iF8c · row Q2m3ox0iF8c

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Stix and Stones

Listed as Norman Sann – Stix and Stones (Stix and Stones) · Watch on YouTube

youtube_video Qer55AZb8Is · row Qer55AZb8Is

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One Day

Listed as Norman Sann – One Day (One Day) · Watch on YouTube

youtube_video S-CPI_hsPt0 · row S-CPI_hsPt0

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Fool For Your Love

Listed as Norman Sann – Fool For Your Love (Fool For Your Love) · Watch on YouTube

youtube_video TFUGaccgxJQ · row TFUGaccgxJQ

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Can't Decide

Listed as Norman Sann – Can't Decide (Can't Decide) · Watch on YouTube

youtube_video W-nKAt1G2qM · row W-nKAt1G2qM

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Worth It or Naw

Listed as Norman Sann – Worth It or Naw (Worth It or Naw) · Watch on YouTube

youtube_video Z2MVBcH7WNc · row Z2MVBcH7WNc

LAION-DISCO-12M

The Intro

Listed as Norman Sann – The Intro (The Intro) · Watch on YouTube

youtube_video ZYzCKud2jE8 · row ZYzCKud2jE8

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Emotional Sometime

Listed as Norman Sann – Emotional Sometime (Emotional Sometime) · Watch on YouTube

youtube_video Z_MZev0Ob7k · row Z_MZev0Ob7k

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Naïve

Listed as Norman Sann – Naïve (Naïve) · Watch on YouTube

youtube_video _S8E1sQ0SIw · row _S8E1sQ0SIw

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At Your Feet

Listed as Norman Sann – At Your Feet (At Your Feet) · Watch on YouTube

youtube_video aYeGXMa9wMI · row aYeGXMa9wMI

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Short Month

Listed as Norman Sann – Short Month (Short Month) · Watch on YouTube

youtube_video al9rwoYyKIE · row al9rwoYyKIE

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Wonderwall

Listed as Norman Sann – Wonderwall (Wonderwall) · Watch on YouTube

youtube_video dT9z33Vyjyw · row dT9z33Vyjyw

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Santa Come To The Hood

Listed as Norman Sann – Santa Come To The Hood (The Genre Bending Holiday EP) · Watch on YouTube

youtube_video jpsJs6jkZUo · row jpsJs6jkZUo

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Rocking Around

Listed as Norman Sann – Rocking Around (The Genre Bending Holiday EP) · Watch on YouTube

youtube_video l5KHWTKX1X4 · row l5KHWTKX1X4

LAION-DISCO-12M

White Christmas

Listed as Norman Sann – White Christmas (The Genre Bending Holiday EP) · Watch on YouTube

youtube_video wqmO87dqfx4 · row wqmO87dqfx4

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Unchained

Listed as Norman Sann – Unchained (Unchained) · Watch on YouTube

youtube_video x-WHf47xBSA · row x-WHf47xBSA

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Rain Manna

Listed as Norman Sann – Rain Manna (Rain Manna) · Watch on YouTube

youtube_video xZmRXooWgOg · row xZmRXooWgOg

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Sad Daze

Listed as Norman Sann – Sad Daze (Sad Daze) · Watch on YouTube

youtube_video ykcgRgVJvZM · row ykcgRgVJvZM

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Goin Dry

Listed as The Sann Fam, Norman Sann – Goin Dry (Goin Dry) · Watch on YouTube

youtube_video ytwfi3QPS1w · row ytwfi3QPS1w

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I Don't Mean To Be Petty

Listed as Norman Sann – I Don't Mean To Be Petty (I Don't Mean To Be Petty) · Watch on YouTube

youtube_video z70U0cfY2uA · row z70U0cfY2uA

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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.