Yes. Jo Stafford has 250 songs listed in a dataset used to train AI music models.

Used for training 250

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 Personality, I Love You (Remastered 1991), Facination

Listed under the artist name 250 songs in LAION-DISCO-12M

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

Personality

Listed as Jo Stafford & Johnny Mercer – Personality (Personality) · Watch on YouTube

youtube_video --fDyPdVXnY · row --fDyPdVXnY

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I Love You (Remastered 1991)

Listed as Jo Stafford – I Love You (Remastered 1991) (Capitol Collectors Series) · Watch on YouTube

youtube_video -DThT-XTiYU · row -DThT-XTiYU

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Facination

Listed as Jo Stafford – Facination (The Very Best Of Jo Stafford) · Watch on YouTube

youtube_video -fgKPCD6QW4 · row -fgKPCD6QW4

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I'll Be Seeing You

Listed as Jo Stafford – I'll Be Seeing You (I'll Be Seeing You) · Watch on YouTube

youtube_video -yzC8k1TOa4 · row -yzC8k1TOa4

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Stardust

Listed as Tommy Dorsey, His Orchestra, Frank Sinatra, Jo Stafford and the Pied Pipers – Stardust (55 Legendary Big Band Tunes by Tommy Dorsey) · Watch on YouTube

youtube_video 0iwA08Xsi3k · row 0iwA08Xsi3k

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Dream

Listed as Jo Stafford, The Pied Pipers – Dream (All The Things You Are) · Watch on YouTube

youtube_video 14d2O0dgDgo · row 14d2O0dgDgo

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Shrimp Boats (feat. Gene Autry, Nelson Eddy & Teddy Johnson)

Listed as Jo Stafford – Shrimp Boats (feat. Gene Autry, Nelson Eddy & Teddy Johnson) (Meet Jo Stafford) · Watch on YouTube

youtube_video 1xnBQ1llk8c · row 1xnBQ1llk8c

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Let It Snow! Let It Snow! Let It Snow!

Listed as Jo Stafford – Let It Snow! Let It Snow! Let It Snow! (It's Christmas Again) · Watch on YouTube

youtube_video 4z_wbx-ZPmU · row 4z_wbx-ZPmU

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You Belong to Me

Listed as Jo Stafford – You Belong to Me (The Fabulous 50s - 1952) · Watch on YouTube

youtube_video 6zeKuHYgtws · row 6zeKuHYgtws

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No Other Love

Listed as Jo Stafford, Paul Weston & His Orchestra – No Other Love (Starring Jo Stafford) · Watch on YouTube

youtube_video 7zF4It7QoVg · row 7zF4It7QoVg

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Hi Lili Hi Lo

Listed as Jo Stafford – Hi Lili Hi Lo (Greatest Movie Hits) · Watch on YouTube

youtube_video 83OlgQVHa8k · row 83OlgQVHa8k

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Manhattan Serenade

Listed as Tommy Dorsey And His Orchestra, Jo Stafford – Manhattan Serenade (The Great Band Era, Vol. 5) · Watch on YouTube

youtube_video AXzPe_LqAtM · row AXzPe_LqAtM

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Fools Rush In

Listed as Jo Stafford – Fools Rush In (Starring Jo Stafford) · Watch on YouTube

youtube_video Alu8WT1a2HE · row Alu8WT1a2HE

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Jambalaya (On the Bayou)

Listed as Jo Stafford – Jambalaya (On the Bayou) (The Fabulous 50s - 1952) · Watch on YouTube

youtube_video Be0zzJ75TnQ · row Be0zzJ75TnQ

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On London Bridge

Listed as Jo Stafford – On London Bridge (The Columbia Hits Collection) · Watch on YouTube

youtube_video Bpa0d4I_dKU · row Bpa0d4I_dKU

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All the Things You Are

Listed as Jo Stafford – All the Things You Are (Broadway's Best) · Watch on YouTube

youtube_video DtCByjLAYAU · row DtCByjLAYAU

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Blue Moon

Listed as Jo Stafford – Blue Moon (A Salute To The Stagedoor Canteen (Songs That Won The War)) · Watch on YouTube

youtube_video FAedyfdDWy0 · row FAedyfdDWy0

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On London Bridge

Listed as Jo Stafford, Ray Conniff & His Orch. – On London Bridge (The Ray Conniff Collection 1938-62, Vol. 1) · Watch on YouTube

youtube_video GImv4Ocd8hk · row GImv4Ocd8hk

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Teen Angel

Listed as Jo Stafford – Teen Angel (Corn Bread) · Watch on YouTube

youtube_video IE1oqIjxH7M · row IE1oqIjxH7M

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September in the Rain

Listed as Jo Stafford – September in the Rain (Jo Stafford - Most Favorite Songs) · Watch on YouTube

youtube_video J4W9Pen1AwE · row J4W9Pen1AwE

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Shenandoah

Listed as Jo Stafford – Shenandoah (American Folk Songs) · Watch on YouTube

youtube_video JC_hUuZKC-E · row JC_hUuZKC-E

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Make Love To Me

Listed as Jo Stafford – Make Love To Me (Jo Stafford Selected Favorites Volume 1) · Watch on YouTube

youtube_video JrnanpjzFxo · row JrnanpjzFxo

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By the Fireside

Listed as Jo Stafford – By the Fireside (Platinum Masters) · Watch on YouTube

youtube_video L93hxwFFiDs · row L93hxwFFiDs

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The Best Things In Life Are Free

Listed as Jo Stafford – The Best Things In Life Are Free (Autumn In New York) · Watch on YouTube

youtube_video OUa-A_7dA7w · row OUa-A_7dA7w

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Thank Heaven For Little Girls

Listed as Jo Stafford – Thank Heaven For Little Girls (Rumors Are Flying) · Watch on YouTube

youtube_video PDWYZPZTngE · row PDWYZPZTngE

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Moonlight in Vermont

Listed as Jo Stafford – Moonlight in Vermont (Platinum Masters) · Watch on YouTube

youtube_video RTqdB9i8714 · row RTqdB9i8714

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Some Enchanted Evening

Listed as Jo Stafford – Some Enchanted Evening (Autumn In New York) · Watch on YouTube

youtube_video SOzlvwPsKlg · row SOzlvwPsKlg

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My Happiness

Listed as The Pied Pipers, Jo Stafford – My Happiness (Capitol Collectors Series) · Watch on YouTube

youtube_video T1Sydjax-2M · row T1Sydjax-2M

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Ac-cent-tchu-ate The Positive

Listed as Jo Stafford & Johnny Mercer – Ac-cent-tchu-ate The Positive (Personality) · Watch on YouTube

youtube_video VkocRF6CoqI · row VkocRF6CoqI

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I Remember You

Listed as Jo Stafford – I Remember You (Music Memories of World War II, Vol. 2 - The American Hits) · Watch on YouTube

youtube_video Ws0kBJFXh_M · row Ws0kBJFXh_M

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Manhattan Serenade

Listed as Jo Stafford – Manhattan Serenade (Lady 1942) · Watch on YouTube

youtube_video XOl7mEAmnn0 · row XOl7mEAmnn0

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Zip-A-Dee-Doo-Dah

Listed as Jo Stafford & Johnny Mercer – Zip-A-Dee-Doo-Dah (Personality) · Watch on YouTube

youtube_video XrsLrm83EEE · row XrsLrm83EEE

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Long Ago

Listed as Jo Stafford – Long Ago (Jo Stafford Selected Favorites Volume 1) · Watch on YouTube

youtube_video Y3_6BG2pSGM · row Y3_6BG2pSGM

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Sometime

Listed as Jo Stafford, George Greeley (piano), Paul Weston, His Orchestra – Sometime (The Jo Stafford Collection 1939-62, Vol.1) · Watch on YouTube

youtube_video ahQkZxV2U-Y · row ahQkZxV2U-Y

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The Nearness of You

Listed as Jo Stafford – The Nearness of You (Ski Trails) · Watch on YouTube

youtube_video bsUejBRyPW0 · row bsUejBRyPW0

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You Belong To Me (feat. Gene Autry, Nelson Eddy & Teddy Johnson)

Listed as Jo Stafford – You Belong To Me (feat. Gene Autry, Nelson Eddy & Teddy Johnson) (Meet Jo Stafford) · Watch on YouTube

youtube_video dRvcCk--RUU · row dRvcCk--RUU

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It Could Happen to You

Listed as Jo Stafford – It Could Happen to You (I'll Be Seeing You) · Watch on YouTube

youtube_video eF5zJvtaxOA · row eF5zJvtaxOA

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My Sugar Is So Refined

Listed as Jo Stafford & Johnny Mercer – My Sugar Is So Refined (Personality) · Watch on YouTube

youtube_video hH9GBNljOMI · row hH9GBNljOMI

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No Other Love

Listed as Jo Stafford – No Other Love (You Belong to Me) · Watch on YouTube

youtube_video i0s1J61clk4 · row i0s1J61clk4

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Moonlight in Vermont

Listed as Jo Stafford – Moonlight in Vermont (Ski Trails) · Watch on YouTube

youtube_video jarEuKdD-II · row jarEuKdD-II

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Terry's Theme

Listed as Jo Stafford – Terry's Theme (Save The Best For Last) · Watch on YouTube

youtube_video n-UdNlHHPYY · row n-UdNlHHPYY

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Red River Valley

Listed as Jo Stafford – Red River Valley (Starring Jo Stafford) · Watch on YouTube

youtube_video pVLrlkJjiCk · row pVLrlkJjiCk

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Candy

Listed as Johnny Mercer, Jo Stafford – Candy (Unforgettable Duets) · Watch on YouTube

youtube_video sh30lmJlFJI · row sh30lmJlFJI

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I'll Never Smile Again

Listed as Joe Stafford – I'll Never Smile Again (Getting Sentimental Over Tommy Dorsey) · Watch on YouTube

youtube_video u93IDy8zQBg · row u93IDy8zQBg

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The Things We Did Last Summer (Remastered 1991)

Listed as Jo Stafford – The Things We Did Last Summer (Remastered 1991) (Capitol Collectors Series) · Watch on YouTube

youtube_video wE5Q1BqfgIo · row wE5Q1BqfgIo

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Bibbidi-Bobbidi-Boo (From "cinderella")

Listed as Jo Stafford – Bibbidi-Bobbidi-Boo (From "cinderella") (Silver Screen Hits: Young at Heart) · Watch on YouTube

youtube_video xPMnTjjqt5k · row xPMnTjjqt5k

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You Belong to Me

Listed as Jo Stafford – You Belong to Me (Summertime Blues: A Music Collection) · Watch on YouTube

youtube_video xivtU2osYdE · row xivtU2osYdE

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Whispering Hope

Listed as Jo Stafford, Gordon MacRae – Whispering Hope (The Old Rugged Cross) · Watch on YouTube

youtube_video xnQSaQ0P3zk · row xnQSaQ0P3zk

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In The Moon Mist (1992 Digital Remaster)

Listed as The Pied Pipers, Jo Stafford – In The Moon Mist (1992 Digital Remaster) (Capitol Collectors Series) · Watch on YouTube

youtube_video ymSuDp820Jw · row ymSuDp820Jw

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Hanover Winter Song

Listed as Jo Stafford – Hanover Winter Song (Platinum Masters) · Watch on YouTube

youtube_video zdlf5uuZLxw · row zdlf5uuZLxw

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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.