Yes. Joanne Polk has 145 songs listed in a dataset used to train AI music models.

Used for training 145

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 7 Virtuoso Études After Gershwin: No. 3, The Man I Love, Four Sketches op.15: Fire-flies, Etudes, Book 2: No. 18, Moderato e cantabile

Listed under the artist name 145 songs in LAION-DISCO-12M

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

7 Virtuoso Études After Gershwin: No. 3, The Man I Love

Listed as Joanne Polk – 7 Virtuoso Études After Gershwin: No. 3, The Man I Love (Gershwin & Wild) · Watch on YouTube

youtube_video -dX-ivKHoDs · row -dX-ivKHoDs

LAION-DISCO-12M

Four Sketches op.15: Fire-flies

Listed as Joanne Polk – Four Sketches op.15: Fire-flies (Amy Beach - Fire Flies) · Watch on YouTube

youtube_video -fz5FCpauyQ · row -fz5FCpauyQ

LAION-DISCO-12M

Etudes, Book 2: No. 18, Moderato e cantabile

Listed as Joanne Polk – Etudes, Book 2: No. 18, Moderato e cantabile (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video 03THK9ssXtE · row 03THK9ssXtE

LAION-DISCO-12M

Etude pathetique, Op. 124

Listed as Joanne Polk – Etude pathetique, Op. 124 (Chaminade: The Flatterer) · Watch on YouTube

youtube_video 0cKorlJyMDo · row 0cKorlJyMDo

LAION-DISCO-12M

Etudes, Book 1: No. 5, Vivace

Listed as Joanne Polk – Etudes, Book 1: No. 5, Vivace (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video 1KW8RwSDkpk · row 1KW8RwSDkpk

LAION-DISCO-12M

Etudes, Book 2: No. 25, Allegro energico

Listed as Joanne Polk – Etudes, Book 2: No. 25, Allegro energico (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video 3U2kodvUw7U · row 3U2kodvUw7U

LAION-DISCO-12M

2 Songs, Op. 77: No. 2, Wind o' the Westland

Listed as Patrick Mason, Joanne Polk – 2 Songs, Op. 77: No. 2, Wind o' the Westland (Beach: Songs) · Watch on YouTube

youtube_video 5GFYjYWw4Nk · row 5GFYjYWw4Nk

LAION-DISCO-12M

4 Songs, Op. 56 (Excerpts): No. 4, Shena Van

Listed as Patrick Mason, Joanne Polk – 4 Songs, Op. 56 (Excerpts): No. 4, Shena Van (Beach: Songs) · Watch on YouTube

youtube_video 5w7VTtex3fM · row 5w7VTtex3fM

LAION-DISCO-12M

Callirhoë, Op. 37: III. Pas des écharpes (Arr. for Piano by Anonymous)

Listed as Joanne Polk, Cécile Chaminade – Callirhoë, Op. 37: III. Pas des écharpes (Arr. for Piano by Anonymous) (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video 6shrTYcmeKY · row 6shrTYcmeKY

LAION-DISCO-12M

7 Virtuoso Études After Gershwin: No. 1, Liza

Listed as Joanne Polk – 7 Virtuoso Études After Gershwin: No. 1, Liza (Gershwin & Wild) · Watch on YouTube

youtube_video 7Z_qk9sLEBg · row 7Z_qk9sLEBg

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Etudes, Book 2: No. 17, Allegro agitato

Listed as Joanne Polk – Etudes, Book 2: No. 17, Allegro agitato (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video 8kvuVoqWBN4 · row 8kvuVoqWBN4

LAION-DISCO-12M

La Lisonjera, Op. 50

Listed as Joanne Polk – La Lisonjera, Op. 50 (Chaminade: The Flatterer) · Watch on YouTube

youtube_video 9Wy9_LcPxOI · row 9Wy9_LcPxOI

LAION-DISCO-12M

Arlequine, Op. 53

Listed as Joanne Polk, Cécile Chaminade – Arlequine, Op. 53 (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video 9tcqRB_t0f8 · row 9tcqRB_t0f8

LAION-DISCO-12M

Etude romantique, Op. 132

Listed as Joanne Polk – Etude romantique, Op. 132 (Chaminade: The Flatterer) · Watch on YouTube

youtube_video DfTCjFNav1Q · row DfTCjFNav1Q

LAION-DISCO-12M

III. Leda

Listed as Joanne Polk – III. Leda (Zaimont: Piano Sonata / Nocturne / Jupiter's Moons / Hesitation Rag) · Watch on YouTube

youtube_video EU0QtJ1v_bM · row EU0QtJ1v_bM

LAION-DISCO-12M

From Grandmother's Garden op.97: Mignonette

Listed as Joanne Polk – From Grandmother's Garden op.97: Mignonette (Amy Beach - Fire Flies) · Watch on YouTube

youtube_video EnP6Tf8DMWY · row EnP6Tf8DMWY

LAION-DISCO-12M

6 Etudes de concert, Op. 35: No. 2. Autumn: Lento

Listed as Joanne Polk – 6 Etudes de concert, Op. 35: No. 2. Autumn: Lento (Chaminade: The Flatterer) · Watch on YouTube

youtube_video HNtA0RNbYDU · row HNtA0RNbYDU

LAION-DISCO-12M

From Grandmother's Garden op.97: Honeysuckle

Listed as Joanne Polk – From Grandmother's Garden op.97: Honeysuckle (Amy Beach - Fire Flies) · Watch on YouTube

youtube_video JL7BY1ABpJk · row JL7BY1ABpJk

LAION-DISCO-12M

Variations on "Santa Claus Is Coming to Town" (After F. Chopin's Etudes)

Listed as Joanne Polk – Variations on "Santa Claus Is Coming to Town" (After F. Chopin's Etudes) (Variations on "Santa Claus Is Coming to Town" (After F. Chopin's Etudes)) · Watch on YouTube

youtube_video KmaA1gFaU0s · row KmaA1gFaU0s

LAION-DISCO-12M

Etudes, Book 1: No. 12, Moderato (Fuga a due soggetti)

Listed as Joanne Polk – Etudes, Book 1: No. 12, Moderato (Fuga a due soggetti) (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video L3LSuxGy3a4 · row L3LSuxGy3a4

LAION-DISCO-12M

Etudes, Book 1: No. 3, Allegro non troppo

Listed as Joanne Polk – Etudes, Book 1: No. 3, Allegro non troppo (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video Ox0XDcrt8ZM · row Ox0XDcrt8ZM

LAION-DISCO-12M

Ballad, Op. 6

Listed as Joanne Polk – Ballad, Op. 6 (Amy Beach - Under The Stars - The Solo Piano Music Of Amy Beach, Volume Two) · Watch on YouTube

youtube_video Q6kDKLINY0Q · row Q6kDKLINY0Q

LAION-DISCO-12M

Nocturne in B Major, Op. 165

Listed as Joanne Polk, Cécile Chaminade – Nocturne in B Major, Op. 165 (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video QRoEPyj7IP8 · row QRoEPyj7IP8

LAION-DISCO-12M

4 Songs, Op. 29: No. 1, Within Thy Heart

Listed as Patrick Mason, Joanne Polk – 4 Songs, Op. 29: No. 1, Within Thy Heart (Beach: Songs) · Watch on YouTube

youtube_video RvhX1uiYS8w · row RvhX1uiYS8w

LAION-DISCO-12M

Etudes, Book 1: No. 11, Presto

Listed as Joanne Polk – Etudes, Book 1: No. 11, Presto (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video S-9ab3EAeMs · row S-9ab3EAeMs

LAION-DISCO-12M

Etudes, Book 1: No. 10, Adagio

Listed as Joanne Polk – Etudes, Book 1: No. 10, Adagio (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video SEVoizaL7ac · row SEVoizaL7ac

LAION-DISCO-12M

4 Songs, Op. 14 (Excerpts): No. 3, Sweetheart, Sigh No More

Listed as Patrick Mason, Joanne Polk – 4 Songs, Op. 14 (Excerpts): No. 3, Sweetheart, Sigh No More (Beach: Songs) · Watch on YouTube

youtube_video SizyWJJlspA · row SizyWJJlspA

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3 Songs, Op. 2 (Excerpts): No. 3, Empress of Night

Listed as Patrick Mason, Joanne Polk – 3 Songs, Op. 2 (Excerpts): No. 3, Empress of Night (Beach: Songs) · Watch on YouTube

youtube_video VajVL-a49o8 · row VajVL-a49o8

LAION-DISCO-12M

Four Sketches op.15: In Autumn

Listed as Joanne Polk – Four Sketches op.15: In Autumn (Amy Beach - Fire Flies) · Watch on YouTube

youtube_video Vsh5zC30G30 · row Vsh5zC30G30

LAION-DISCO-12M

4 Songs, Op. 48 (Excerpts): No. 2, Good Morning

Listed as Patrick Mason, Joanne Polk – 4 Songs, Op. 48 (Excerpts): No. 2, Good Morning (Beach: Songs) · Watch on YouTube

youtube_video Wf1AkMb04Yk · row Wf1AkMb04Yk

LAION-DISCO-12M

Thème varié, Op. 89

Listed as Joanne Polk, Cécile Chaminade – Thème varié, Op. 89 (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video WypYz7IvTzo · row WypYz7IvTzo

LAION-DISCO-12M

Etudes, Book 2: No. 21, Adagio

Listed as Joanne Polk – Etudes, Book 2: No. 21, Adagio (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video X1_YnN74Guo · row X1_YnN74Guo

LAION-DISCO-12M

7 Virtuoso Études After Gershwin: No. 2, Somebody Loves Me

Listed as Joanne Polk – 7 Virtuoso Études After Gershwin: No. 2, Somebody Loves Me (Gershwin & Wild) · Watch on YouTube

youtube_video XkH92eIvQQY · row XkH92eIvQQY

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6 Etudes de concert, Op. 35: No. 1. Scherzo: Allegro

Listed as Joanne Polk – 6 Etudes de concert, Op. 35: No. 1. Scherzo: Allegro (Chaminade: The Flatterer) · Watch on YouTube

youtube_video ZhMvdDhzxbA · row ZhMvdDhzxbA

LAION-DISCO-12M

Scherzo-Étude in A Major, Op. 3

Listed as Joanne Polk, Cécile Chaminade – Scherzo-Étude in A Major, Op. 3 (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video _4e5dyN3MEM · row _4e5dyN3MEM

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6 Etudes de concert, Op. 35: No. 3. Fileuse: Allegro

Listed as Joanne Polk – 6 Etudes de concert, Op. 35: No. 3. Fileuse: Allegro (Chaminade: The Flatterer) · Watch on YouTube

youtube_video a5JqQJvWTdc · row a5JqQJvWTdc

LAION-DISCO-12M

Air russe varié

Listed as Joanne Polk – Air russe varié (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video apBgi7cOprE · row apBgi7cOprE

LAION-DISCO-12M

Etudes, Book 1: No. 9, Andante con moto

Listed as Joanne Polk – Etudes, Book 1: No. 9, Andante con moto (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video cENOS0t1WCk · row cENOS0t1WCk

LAION-DISCO-12M

A Hermit Thrush At Eve, Op. 92, No. 1

Listed as Joanne Polk – A Hermit Thrush At Eve, Op. 92, No. 1 (Amy Beach - Under The Stars - The Solo Piano Music Of Amy Beach, Volume Two) · Watch on YouTube

youtube_video cZdy4g4YmNk · row cZdy4g4YmNk

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Toccata, Op. 39

Listed as Joanne Polk, Cécile Chaminade – Toccata, Op. 39 (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video fCevLYTmBSk · row fCevLYTmBSk

LAION-DISCO-12M

Etude melodique, Op. 118

Listed as Joanne Polk – Etude melodique, Op. 118 (Chaminade: The Flatterer) · Watch on YouTube

youtube_video hRtc6fpS77Q · row hRtc6fpS77Q

LAION-DISCO-12M

Valse - Caprice, Op. 4

Listed as Joanne Polk – Valse - Caprice, Op. 4 (Amy Beach - Under The Stars - The Solo Piano Music Of Amy Beach, Volume Two) · Watch on YouTube

youtube_video llJbZ5h3D1U · row llJbZ5h3D1U

LAION-DISCO-12M

Feuilles d'automne, Op. 146

Listed as Joanne Polk, Cécile Chaminade – Feuilles d'automne, Op. 146 (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video m38uhjDWw3c · row m38uhjDWw3c

LAION-DISCO-12M

A Hermit Thrush At Morn, Op. 92, No. 2

Listed as Joanne Polk – A Hermit Thrush At Morn, Op. 92, No. 2 (Amy Beach - Under The Stars - The Solo Piano Music Of Amy Beach, Volume Two) · Watch on YouTube

youtube_video mS3OLS-GLic · row mS3OLS-GLic

LAION-DISCO-12M

6 Etudes de concert, Op. 35: No. 5. Impromptu: Andante

Listed as Joanne Polk – 6 Etudes de concert, Op. 35: No. 5. Impromptu: Andante (Chaminade: The Flatterer) · Watch on YouTube

youtube_video rlpwblQKGu0 · row rlpwblQKGu0

LAION-DISCO-12M

Les italiennes, Op. 14: No. 1, Cavatine de Norma

Listed as Joanne Polk – Les italiennes, Op. 14: No. 1, Cavatine de Norma (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video tBNQPZZf-9E · row tBNQPZZf-9E

LAION-DISCO-12M

Capriccio appassionato, Op. 52

Listed as Joanne Polk, Cécile Chaminade – Capriccio appassionato, Op. 52 (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video tmD2X54Ps1I · row tmD2X54Ps1I

LAION-DISCO-12M

Souvenir des huguenots, Op. 19

Listed as Joanne Polk – Souvenir des huguenots, Op. 19 (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video wENazvdcFNk · row wENazvdcFNk

LAION-DISCO-12M

Four Sketches op.15: Dreaming

Listed as Joanne Polk – Four Sketches op.15: Dreaming (Amy Beach - Fire Flies) · Watch on YouTube

youtube_video ySmxvHv3VhA · row ySmxvHv3VhA

LAION-DISCO-12M

From Grandmother's Garden op.97: Morning Glories

Listed as Joanne Polk – From Grandmother's Garden op.97: Morning Glories (Amy Beach - Fire Flies) · Watch on YouTube

youtube_video zpqQlLaoGSg · row zpqQlLaoGSg

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.