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 Scaramouche, Op. 56, 7 Virtuoso Études After Gershwin: No. 4, Embraceable You, Poèmes provençaux, Op. 127: No. 4, Pêcheurs de nuit

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.

Scaramouche, Op. 56

Listed as Joanne Polk, Cécile Chaminade – Scaramouche, Op. 56 (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video --y-ua9oaUk · row --y-ua9oaUk

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7 Virtuoso Études After Gershwin: No. 4, Embraceable You

Listed as Joanne Polk – 7 Virtuoso Études After Gershwin: No. 4, Embraceable You (Gershwin & Wild) · Watch on YouTube

youtube_video -E_rmPXuYFo · row -E_rmPXuYFo

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Poèmes provençaux, Op. 127: No. 4, Pêcheurs de nuit

Listed as Joanne Polk, Cécile Chaminade – Poèmes provençaux, Op. 127: No. 4, Pêcheurs de nuit (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video -VDqE9RC5sY · row -VDqE9RC5sY

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Across the World, Op. 20 (Villanelle)

Listed as Patrick Mason, Joanne Polk – Across the World, Op. 20 (Villanelle) (Beach: Songs) · Watch on YouTube

youtube_video 1XHwZSbxT2g · row 1XHwZSbxT2g

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Poèmes provençaux, Op. 127: No. 3, Le passé

Listed as Joanne Polk, Cécile Chaminade – Poèmes provençaux, Op. 127: No. 3, Le passé (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video 1eMFOEj0WSQ · row 1eMFOEj0WSQ

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12 Études de dextérité, Op. 41: No. 3, Allegro

Listed as Joanne Polk – 12 Études de dextérité, Op. 41: No. 3, Allegro (Farrenc: Solo Piano Works, Vol. 2 – The Silence Between the Notes) · Watch on YouTube

youtube_video 2IjAc7_1NvM · row 2IjAc7_1NvM

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Jupiter's Moons: Europa

Listed as Joanne Polk – Jupiter's Moons: Europa (Piano Music) · Watch on YouTube

youtube_video 2JOoNximKkQ · row 2JOoNximKkQ

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Mélodie in A-Flat Major

Listed as Joanne Polk – Mélodie in A-Flat Major (Farrenc: Solo Piano Works, Vol. 2 – The Silence Between the Notes) · Watch on YouTube

youtube_video 43cdUbfg8mU · row 43cdUbfg8mU

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3 Browning Songs, Op. 44 (Excerpts): No. 1, The Year's at the Spring

Listed as Patrick Mason, Joanne Polk – 3 Browning Songs, Op. 44 (Excerpts): No. 1, The Year's at the Spring (Beach: Songs) · Watch on YouTube

youtube_video 4ctWTF8dpSg · row 4ctWTF8dpSg

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Prelude & Fugue in E Minor: I. Prelude

Listed as Joanne Polk – Prelude & Fugue in E Minor: I. Prelude (Fanny & Felix Mendelssohn: Piano Works) · Watch on YouTube

youtube_video 5TL5yv_Cprw · row 5TL5yv_Cprw

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Les Rêves De Columbine: Suite Française, Op. 65 (Valse Amoureuse (Waltz Of Love))

Listed as Joanne Polk – Les Rêves De Columbine: Suite Française, Op. 65 (Valse Amoureuse (Waltz Of Love)) (Amy Beach - Under The Stars - The Solo Piano Music Of Amy Beach, Volume Two) · Watch on YouTube

youtube_video 7OL_d9eoP7w · row 7OL_d9eoP7w

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Presto in G-Sharp Minor, Op. 2

Listed as Joanne Polk, Cécile Chaminade – Presto in G-Sharp Minor, Op. 2 (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video 7bYzTtX4Abw · row 7bYzTtX4Abw

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30 Études, Op. 26: No. 27, Allegro agitato

Listed as Joanne Polk – 30 Études, Op. 26: No. 27, Allegro agitato (Farrenc: Solo Piano Works, Vol. 2 – The Silence Between the Notes) · Watch on YouTube

youtube_video 7jQAO7an_f4 · row 7jQAO7an_f4

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6 Pieces humoristiques, Op. 87: No. 4. Autrefois

Listed as Joanne Polk – 6 Pieces humoristiques, Op. 87: No. 4. Autrefois (Chaminade: The Flatterer) · Watch on YouTube

youtube_video BY7rJYVQFNU · row BY7rJYVQFNU

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Four Sketches op.15: Phantoms

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

youtube_video C4fNpk_8X0Q · row C4fNpk_8X0Q

LAION-DISCO-12M

Prelude & Toccata in E Minor: I. Prelude

Listed as Joanne Polk – Prelude & Toccata in E Minor: I. Prelude (Fanny & Felix Mendelssohn: Piano Works) · Watch on YouTube

youtube_video ERVZG8sIeEc · row ERVZG8sIeEc

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The Fair Hills Of Éiré, O!, Op. 91

Listed as Joanne Polk – The Fair Hills Of Éiré, O!, Op. 91 (Amy Beach - Under The Stars - The Solo Piano Music Of Amy Beach, Volume Two) · Watch on YouTube

youtube_video EuwOdIHlCp4 · row EuwOdIHlCp4

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Prelude And Fugue, Op. 81: Prelude

Listed as Joanne Polk – Prelude And Fugue, Op. 81: Prelude (Amy Beach - Under The Stars - The Solo Piano Music Of Amy Beach, Volume Two) · Watch on YouTube

youtube_video F8BMMR2OhMU · row F8BMMR2OhMU

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Mine Be the Lips, Op. 113

Listed as Patrick Mason, Joanne Polk – Mine Be the Lips, Op. 113 (Beach: Songs) · Watch on YouTube

youtube_video FFt7ZHLvdt0 · row FFt7ZHLvdt0

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Piano Sonata in G Minor: IV. Finale. Presto - Allegro moderato e con espressione

Listed as Joanne Polk – Piano Sonata in G Minor: IV. Finale. Presto - Allegro moderato e con espressione (Fanny & Felix Mendelssohn: Piano Works) · Watch on YouTube

youtube_video FHvlwTkkf0w · row FHvlwTkkf0w

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Barcarolle, Op. 7

Listed as Joanne Polk, Cécile Chaminade – Barcarolle, Op. 7 (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video GQ61vI02lCo · row GQ61vI02lCo

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From Grandmother's Garden op.97: Heartease

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

youtube_video L4IqmCcmu3Y · row L4IqmCcmu3Y

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7 Virtuoso Études After Gershwin: No. 7, Fascinatin' Rhythm

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

youtube_video LRdc20JwMOA · row LRdc20JwMOA

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Etudes, Book 1: No. 14, Vivace

Listed as Joanne Polk – Etudes, Book 1: No. 14, Vivace (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video N_Y8NZBDV7s · row N_Y8NZBDV7s

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Prelude & Fugue in E Minor: II. Fugue

Listed as Joanne Polk – Prelude & Fugue in E Minor: II. Fugue (Fanny & Felix Mendelssohn: Piano Works) · Watch on YouTube

youtube_video PmjeLlCpSpw · row PmjeLlCpSpw

LAION-DISCO-12M

Etudes, Book 1: No. 15, Andante affettuoso

Listed as Joanne Polk – Etudes, Book 1: No. 15, Andante affettuoso (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video QNWYHMLoqhk · row QNWYHMLoqhk

LAION-DISCO-12M

Etude symphonique, Op. 28

Listed as Joanne Polk – Etude symphonique, Op. 28 (Chaminade: The Flatterer) · Watch on YouTube

youtube_video Qx1hBKuMw_I · row Qx1hBKuMw_I

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Piano Sonata in C Minor, Op. 21: II. Andante

Listed as Joanne Polk – Piano Sonata in C Minor, Op. 21: II. Andante (Chaminade: The Flatterer) · Watch on YouTube

youtube_video SUp7MAjeZuw · row SUp7MAjeZuw

LAION-DISCO-12M

Etudes, Book 2: No. 22, Allegro molto

Listed as Joanne Polk – Etudes, Book 2: No. 22, Allegro molto (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video T8-ERvI9m3g · row T8-ERvI9m3g

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Novelette, Op. 110

Listed as Joanne Polk, Cécile Chaminade – Novelette, Op. 110 (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video TYxXqM8WRas · row TYxXqM8WRas

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4 Songs, Op. 14 (Excerpts): No. 1, The Summer Wind

Listed as Patrick Mason, Joanne Polk – 4 Songs, Op. 14 (Excerpts): No. 1, The Summer Wind (Beach: Songs) · Watch on YouTube

youtube_video Td2gE8YOD6Y · row Td2gE8YOD6Y

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Prelude And Fugue, Op. 81: Fugue

Listed as Joanne Polk – Prelude And Fugue, Op. 81: Fugue (Amy Beach - Under The Stars - The Solo Piano Music Of Amy Beach, Volume Two) · Watch on YouTube

youtube_video U1B2diLzJlU · row U1B2diLzJlU

LAION-DISCO-12M

12 Études de dextérité, Op. 41: No. 1, Allegro con fuoco

Listed as Joanne Polk – 12 Études de dextérité, Op. 41: No. 1, Allegro con fuoco (Farrenc: Solo Piano Works, Vol. 2 – The Silence Between the Notes) · Watch on YouTube

youtube_video UL1x8QeSfBI · row UL1x8QeSfBI

LAION-DISCO-12M

30 Études, Op. 26: No. 30, Allegro

Listed as Joanne Polk – 30 Études, Op. 26: No. 30, Allegro (Farrenc: Solo Piano Works, Vol. 2 – The Silence Between the Notes) · Watch on YouTube

youtube_video UWGpUNrSey8 · row UWGpUNrSey8

LAION-DISCO-12M

Les Rêves De Columbine: Suite Française, Op. 65 (Sous Les Étoiles (Under The Stars))

Listed as Joanne Polk – Les Rêves De Columbine: Suite Française, Op. 65 (Sous Les Étoiles (Under The Stars)) (Amy Beach - Under The Stars - The Solo Piano Music Of Amy Beach, Volume Two) · Watch on YouTube

youtube_video UtcjUJc1v-k · row UtcjUJc1v-k

LAION-DISCO-12M

Sonata 2000: I. March. Allegro

Listed as Joanne Polk – Sonata 2000: I. March. Allegro (Gershwin & Wild) · Watch on YouTube

youtube_video WPOQ7hFZ6fY · row WPOQ7hFZ6fY

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Variations sur un thème original, Op. 120

Listed as Joanne Polk, Cécile Chaminade – Variations sur un thème original, Op. 120 (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video _LxyxHfv2nw · row _LxyxHfv2nw

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3 Songs, Op. 2 (Excerpts): No. 1, Twilight

Listed as Patrick Mason, Joanne Polk – 3 Songs, Op. 2 (Excerpts): No. 1, Twilight (Beach: Songs) · Watch on YouTube

youtube_video b2T63uXH940 · row b2T63uXH940

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Poèmes provençaux, Op. 127: No. 2, Solitude

Listed as Joanne Polk, Cécile Chaminade – Poèmes provençaux, Op. 127: No. 2, Solitude (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video behHJrbV90g · row behHJrbV90g

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7 Virtuoso Études After Gershwin: No. 5, Lady Be Good

Listed as Joanne Polk – 7 Virtuoso Études After Gershwin: No. 5, Lady Be Good (Gershwin & Wild) · Watch on YouTube

youtube_video dj5N9Hda7S0 · row dj5N9Hda7S0

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3 Songs, Op. 19: No. 3, Golden Gates

Listed as Patrick Mason, Joanne Polk – 3 Songs, Op. 19: No. 3, Golden Gates (Beach: Songs) · Watch on YouTube

youtube_video eOXWdCTlOEQ · row eOXWdCTlOEQ

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Poèmes provençaux, Op. 127: No. 1, Dans la lande

Listed as Joanne Polk, Cécile Chaminade – Poèmes provençaux, Op. 127: No. 1, Dans la lande (Nostalgia: Piano Music of Cécile Chaminade, Vol. 2) · Watch on YouTube

youtube_video erUKWGBssnM · row erUKWGBssnM

LAION-DISCO-12M

Les italiennes, Op. 14: No. 2, Cavatine de Bellini's "La straniera"

Listed as Joanne Polk – Les italiennes, Op. 14: No. 2, Cavatine de Bellini's "La straniera" (Farrenc: Solo Piano Works, Vol. 2 – The Silence Between the Notes) · Watch on YouTube

youtube_video f1PJuu_LUGU · row f1PJuu_LUGU

LAION-DISCO-12M

Etudes, Book 2: No. 24, Tempo di marcia

Listed as Joanne Polk – Etudes, Book 2: No. 24, Tempo di marcia (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video icOum6INEmc · row icOum6INEmc

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Les italiennes, Op. 14: No. 3, Cavatine de Carafa's "Bérénice"

Listed as Joanne Polk – Les italiennes, Op. 14: No. 3, Cavatine de Carafa's "Bérénice" (Farrenc: Solo Piano Works, Vol. 2 – The Silence Between the Notes) · Watch on YouTube

youtube_video jhthO7q2BBo · row jhthO7q2BBo

LAION-DISCO-12M

Etudes, Book 2: No. 29, Fuga. Andante

Listed as Joanne Polk – Etudes, Book 2: No. 29, Fuga. Andante (Louise Farrenc: Etudes & Variations for Solo Piano) · Watch on YouTube

youtube_video qshLWQUjElQ · row qshLWQUjElQ

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Piano Sonata in C Minor, Op. 21: I. Allegro Appassionato

Listed as Joanne Polk – Piano Sonata in C Minor, Op. 21: I. Allegro Appassionato (Chaminade: The Flatterer) · Watch on YouTube

youtube_video rhMYtd2kegc · row rhMYtd2kegc

LAION-DISCO-12M

30 Études, Op. 26: No. 28, Allegro spiritoso

Listed as Joanne Polk – 30 Études, Op. 26: No. 28, Allegro spiritoso (Farrenc: Solo Piano Works, Vol. 2 – The Silence Between the Notes) · Watch on YouTube

youtube_video u3o5VHN3W3I · row u3o5VHN3W3I

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Largo in E Minor

Listed as Joanne Polk – Largo in E Minor (Fanny & Felix Mendelssohn: Piano Works) · Watch on YouTube

youtube_video v0e8lFZOEp8 · row v0e8lFZOEp8

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7 Virtuoso Études After Gershwin: No. 6, I Got Rhythm

Listed as Joanne Polk – 7 Virtuoso Études After Gershwin: No. 6, I Got Rhythm (Gershwin & Wild) · Watch on YouTube

youtube_video wFFAe7IodQo · row wFFAe7IodQo

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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.