Yes. Deanna Durbin has 129 songs listed in a dataset used to train AI music models.

Used for training 129

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 In the Spirit of the Moment, Because, More and More

Listed under the artist name 129 songs in LAION-DISCO-12M

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

In the Spirit of the Moment

Listed as Deanna Durbin – In the Spirit of the Moment (Unforgotten, Volume 1) · Watch on YouTube

youtube_video -q0ci9XyiNo · row -q0ci9XyiNo

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Because

Listed as Deanna Durbin – Because (Ave Maria) · Watch on YouTube

youtube_video 2hvk9HN3THA · row 2hvk9HN3THA

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More and More

Listed as Deanna Durbin – More and More (Memories) · Watch on YouTube

youtube_video 5PwCXyZI854 · row 5PwCXyZI854

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Libiamo, Libiamo (Drinking Song) [From La Traviata]

Listed as Deanna Durbin – Libiamo, Libiamo (Drinking Song) [From La Traviata] (From Deanna to You) · Watch on YouTube

youtube_video 6xF0iqr-KPI · row 6xF0iqr-KPI

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Say A Prayer For The Boys Over There

Listed as Deanna Durbin – Say A Prayer For The Boys Over There (Golden Memories) · Watch on YouTube

youtube_video 74L6vpsbqiY · row 74L6vpsbqiY

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The Star Spangled Banner

Listed as Deanna Durbin – The Star Spangled Banner (Unforgotten, Volume 3) · Watch on YouTube

youtube_video 7HO6_FoZaUs · row 7HO6_FoZaUs

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When the Roses Bloom Again

Listed as Deanna Durbin – When the Roses Bloom Again (A Date with Deanna Durbin) · Watch on YouTube

youtube_video 8exAxK8saVM · row 8exAxK8saVM

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Beneath the lights of home

Listed as Deanna Durbin – Beneath the lights of home (Home Front - Songs From World War Ii) · Watch on YouTube

youtube_video CU9t_RsvwqA · row CU9t_RsvwqA

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I'm Happy Go Lucky And Free (alternate Version)

Listed as Deanna Durbin – I'm Happy Go Lucky And Free (alternate Version) (The Best of) · Watch on YouTube

youtube_video DSE-fNfzpB4 · row DSE-fNfzpB4

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Sari Waltz

Listed as Deanna Durbin – Sari Waltz (The Best of) · Watch on YouTube

youtube_video Di-xHq9irSE · row Di-xHq9irSE

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Californ-I-Ay

Listed as Deanna Durbin – Californ-I-Ay (Always) · Watch on YouTube

youtube_video EDxd2ZJT01k · row EDxd2ZJT01k

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Can't Help Singing

Listed as Deanna Durbin, Robert Paige – Can't Help Singing (The Genius of Jerome Kern) · Watch on YouTube

youtube_video GJz5rkp_uQs · row GJz5rkp_uQs

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Swanee River / The Old Folks at Home

Listed as Deanna Durbin – Swanee River / The Old Folks at Home (A Date with Deanna Durbin) · Watch on YouTube

youtube_video GKxZFcycvT4 · row GKxZFcycvT4

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Gimme A Little Kiss, Will Ya, Huh'

Listed as Deanna Durbin – Gimme A Little Kiss, Will Ya, Huh' (The Best of) · Watch on YouTube

youtube_video GvJtcRxse5c · row GvJtcRxse5c

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Lover

Listed as Deanna Durbin – Lover (The Best of) · Watch on YouTube

youtube_video GwGIx7tCTjg · row GwGIx7tCTjg

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Love's Old Sweet Song

Listed as Deanna Durbin – Love's Old Sweet Song (Memories) · Watch on YouTube

youtube_video IESDACz5IQc · row IESDACz5IQc

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Californ-I-Ay

Listed as Deanna Durbin – Californ-I-Ay (Memories) · Watch on YouTube

youtube_video J7sC8CwLbKU · row J7sC8CwLbKU

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Russian Medley

Listed as Deanna Durbin – Russian Medley (The Best of) · Watch on YouTube

youtube_video JAmTxXiZR-k · row JAmTxXiZR-k

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My Heart Is Singing

Listed as Deanna Durbin – My Heart Is Singing (My Heart Is Singing) · Watch on YouTube

youtube_video NJGwSlcsGB0 · row NJGwSlcsGB0

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Say A Pray'r For The Boys Over There

Listed as Deanna Durbin – Say A Pray'r For The Boys Over There (The Best of) · Watch on YouTube

youtube_video NkneQjqzhjw · row NkneQjqzhjw

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Spring Will Be Late This Year

Listed as Deanna Durbin – Spring Will Be Late This Year (The Van Heusen and Loesser Songbook) · Watch on YouTube

youtube_video PtlcGTkdzsc · row PtlcGTkdzsc

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Ave Maria

Listed as Deanna Durbin – Ave Maria (Les plus belles chansons de Noël) · Watch on YouTube

youtube_video QGyEi3yYOno · row QGyEi3yYOno

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Waltzing In The Clouds

Listed as Deanna Durbin – Waltzing In The Clouds (Hollywood Sings - The Girls) · Watch on YouTube

youtube_video TeDVb71m1w0 · row TeDVb71m1w0

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Goin' Home

Listed as Deanna Durbin – Goin' Home (Danny Boy) · Watch on YouTube

youtube_video UHYYu7-spqA · row UHYYu7-spqA

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Poor Butterfly

Listed as Deanna Durbin – Poor Butterfly (Deanna Durbin) · Watch on YouTube

youtube_video UR8UI6utGLM · row UR8UI6utGLM

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Carmena Waltz

Listed as Deanna Durbin – Carmena Waltz (The Best of) · Watch on YouTube

youtube_video VcBj9nnPPRA · row VcBj9nnPPRA

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Granada

Listed as Deanna Durbin – Granada (Unforgotten, Volume 1) · Watch on YouTube

youtube_video Z8DNJwxdcCE · row Z8DNJwxdcCE

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It's Raining Sunbeams

Listed as Deanna Durbin – It's Raining Sunbeams (Deanna) · Watch on YouTube

youtube_video b8CgrXwwLVM · row b8CgrXwwLVM

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Always

Listed as Deanna Durbin – Always (The Best of) · Watch on YouTube

youtube_video bCgXqG0lAMY · row bCgXqG0lAMY

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Pale Hands I Love

Listed as Deanna Durbin – Pale Hands I Love (The Best of) · Watch on YouTube

youtube_video bbyrEgwP4Tw · row bbyrEgwP4Tw

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God Bless America

Listed as Deanna Durbin – God Bless America (A Date with Deanna Durbin) · Watch on YouTube

youtube_video dejoOiO1f9o · row dejoOiO1f9o

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Amapola

Listed as Deanna Durbin – Amapola (Pop Radio Vol. 11) · Watch on YouTube

youtube_video futBadUkk80 · row futBadUkk80

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Kiss Me Again

Listed as Deanna Durbin – Kiss Me Again (Deanna Durbin) · Watch on YouTube

youtube_video h0VcpoXD05Q · row h0VcpoXD05Q

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Amapola

Listed as Deanna Durbin – Amapola (My Own) · Watch on YouTube

youtube_video hGe8jncSu6I · row hGe8jncSu6I

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Nessun Dorma

Listed as Deanna Durbin – Nessun Dorma (The Best of) · Watch on YouTube

youtube_video hNhMvPu9dWs · row hNhMvPu9dWs

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Something in the Wind

Listed as Deanna Durbin – Something in the Wind (A Date with Deanna Durbin) · Watch on YouTube

youtube_video icQjy2bnpO4 · row icQjy2bnpO4

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Les Filles de Cadiz

Listed as Deanna Durbin – Les Filles de Cadiz (Deanna Durbin) · Watch on YouTube

youtube_video kZHJmBrvwAE · row kZHJmBrvwAE

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Because

Listed as Deanna Durbin – Because (Deanna Durbin) · Watch on YouTube

youtube_video l_q2dMWN-KI · row l_q2dMWN-KI

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Spring Will Be a Little Late This Year

Listed as Deanna Durbin – Spring Will Be a Little Late This Year (The Old Refrain) · Watch on YouTube

youtube_video n-3jfVwraKM · row n-3jfVwraKM

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My Own

Listed as Deanna Durbin – My Own (A Date with Deanna Durbin) · Watch on YouTube

youtube_video nL9vHvk08OY · row nL9vHvk08OY

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Spring in My Heart

Listed as Deanna Durbin – Spring in My Heart (Deanna) · Watch on YouTube

youtube_video oSEorYIYLyM · row oSEorYIYLyM

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Something In The Wind

Listed as Deanna Durbin – Something In The Wind (The Best of) · Watch on YouTube

youtube_video prVPuK5wixI · row prVPuK5wixI

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The Old Refrain

Listed as Deanna Durbin – The Old Refrain (The Best of) · Watch on YouTube

youtube_video s3q09RiDGOY · row s3q09RiDGOY

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Adeste fideles (O Come All Ye Faithful)

Listed as Deanna Durbin – Adeste fideles (O Come All Ye Faithful) (Christmas Magic - Nostalgic Songs and Carols) · Watch on YouTube

youtube_video sAFXwTBpckI · row sAFXwTBpckI

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Its Foolish But Its Fun

Listed as Deanna Durbin – Its Foolish But Its Fun (Hollywood Sings - The Girls) · Watch on YouTube

youtube_video ssq8VolOXiY · row ssq8VolOXiY

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Always

Listed as Deanna Durbin – Always (Always) · Watch on YouTube

youtube_video u-P4tcalFi0 · row u-P4tcalFi0

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Silent Night

Listed as Deanna Durbin – Silent Night (Dream Trip For Christmas Magic) · Watch on YouTube

youtube_video wMR58P9mA7c · row wMR58P9mA7c

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The Turntable Song

Listed as Deanna Durbin – The Turntable Song (Deanna Durbin) · Watch on YouTube

youtube_video wTnKqSwv4Rc · row wTnKqSwv4Rc

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Granada

Listed as Deanna Durbin – Granada (The Best of) · Watch on YouTube

youtube_video wqTyxT_GGJI · row wqTyxT_GGJI

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Silent Night

Listed as Deanna Durbin – Silent Night (100+ Classic Greats) · Watch on YouTube

youtube_video zuUH9rEQ54Q · row zuUH9rEQ54Q

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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.