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 Treasure Untold, I'm Gonna See My Baby, Winter Weather (feat. Paul Weston & His Orchestra & The Starlighters)

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.

Treasure Untold

Listed as Jo Stafford – Treasure Untold (Walk Away) · Watch on YouTube

youtube_video -miqagiCbWg · row -miqagiCbWg

LAION-DISCO-12M

I'm Gonna See My Baby

Listed as Jo Stafford, Johnny Mercer – I'm Gonna See My Baby (Capitol Collectors Series) · Watch on YouTube

youtube_video 0dPfNjehHfU · row 0dPfNjehHfU

LAION-DISCO-12M

Winter Weather (feat. Paul Weston & His Orchestra & The Starlighters)

Listed as Jo Stafford – Winter Weather (feat. Paul Weston & His Orchestra & The Starlighters) (Happy Holidays - I Love The Winter Weather) · Watch on YouTube

youtube_video 37HXHNK8Kv0 · row 37HXHNK8Kv0

LAION-DISCO-12M

Smoke Dreams

Listed as Jo Stafford – Smoke Dreams (Jo Stafford: Make Love to Me) · Watch on YouTube

youtube_video 3aEbhk3wjrM · row 3aEbhk3wjrM

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Young And Foolish

Listed as Jo Stafford – Young And Foolish (Beyond the Stars) · Watch on YouTube

youtube_video 4esTvkgXOgs · row 4esTvkgXOgs

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In The Still Of The Night

Listed as Jo Stafford – In The Still Of The Night (Autumn In New York) · Watch on YouTube

youtube_video 5Gts6q4k13k · row 5Gts6q4k13k

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La Vie En Rose

Listed as Jo Stafford – La Vie En Rose (You Belong To Me) · Watch on YouTube

youtube_video 64Ljd6rJ-Y4 · row 64Ljd6rJ-Y4

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Imagination

Listed as Jo Stafford – Imagination (Jo + Jazz) · Watch on YouTube

youtube_video 6sIVsV5KmbA · row 6sIVsV5KmbA

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Love Me Good

Listed as Jo Stafford – Love Me Good (The Columbia Hits Collection) · Watch on YouTube

youtube_video 8EWxPBUPaz0 · row 8EWxPBUPaz0

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I'll Be with You in Apple Blossom Time

Listed as Jo Stafford – I'll Be with You in Apple Blossom Time (You Belong To Me) · Watch on YouTube

youtube_video 8zV8zTCgL8w · row 8zV8zTCgL8w

LAION-DISCO-12M

Nearer My God To Thee

Listed as Jo Stafford, Gordon MacRae – Nearer My God To Thee (The Old Rugged Cross) · Watch on YouTube

youtube_video A3vGQU1S9Ns · row A3vGQU1S9Ns

LAION-DISCO-12M

I'm In the Mood for Love

Listed as The Norman Luboff Choir, Jo Stafford – I'm In the Mood for Love (The Columbia Singles Collection Vol. 1) · Watch on YouTube

youtube_video AdeiXfPn1kQ · row AdeiXfPn1kQ

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Tell Me You're Mine

Listed as Jo Stafford – Tell Me You're Mine (Wish That You Were Here) · Watch on YouTube

youtube_video DfVZRhJZnio · row DfVZRhJZnio

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Early Autumn

Listed as Jo Stafford – Early Autumn (Soft and Sentimental) · Watch on YouTube

youtube_video EWMv66MdY4s · row EWMv66MdY4s

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The Christmas Blues (Remastered By Audio Angels)

Listed as Jo Stafford – The Christmas Blues (Remastered By Audio Angels) (Enjoy Christmas! - 50 Wonderful Christmas Songs [nJOY xMas ! - Family Edition]) · Watch on YouTube

youtube_video EpoC0uSjEFM · row EpoC0uSjEFM

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I'm So Right Tonight (Remastered 1991)

Listed as Jo Stafford – I'm So Right Tonight (Remastered 1991) (Capitol Collectors Series) · Watch on YouTube

youtube_video Eub0JWAGVZU · row Eub0JWAGVZU

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Tim Tay Shun

Listed as Jo Stafford – Tim Tay Shun (Golden Collection of Jo Stafford) · Watch on YouTube

youtube_video FTxBn_QiY2I · row FTxBn_QiY2I

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Tennessee Waltz (feat. Gene Autry, Nelson Eddy & Teddy Johnson)

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

youtube_video FpPXS0bFz6c · row FpPXS0bFz6c

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Bye Bye Blackbird

Listed as Jo Stafford – Bye Bye Blackbird (100 Essential Wartime Classics) · Watch on YouTube

youtube_video IqQftBDqU5o · row IqQftBDqU5o

LAION-DISCO-12M

Annie Laurie

Listed as Jo Stafford – Annie Laurie (Songs of Scotland) · Watch on YouTube

youtube_video KJbTEzoevFI · row KJbTEzoevFI

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Keep It A Secret (feat. Gene Autry, Nelson Eddy & Teddy Johnson)

Listed as Jo Stafford – Keep It A Secret (feat. Gene Autry, Nelson Eddy & Teddy Johnson) (Meet Jo Stafford) · Watch on YouTube

youtube_video KNr9uSEjnsw · row KNr9uSEjnsw

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It Had to Be You

Listed as Jo Stafford – It Had to Be You (It Had to Be You: Lost Radio Recordings) · Watch on YouTube

youtube_video Kh_rQFMh-xQ · row Kh_rQFMh-xQ

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Blues In The Night

Listed as Johnny Mercer & The Pied Pipers, Jo Stafford – Blues In The Night (Capitol Collectors Series) · Watch on YouTube

youtube_video Ki7mgD9VRyE · row Ki7mgD9VRyE

LAION-DISCO-12M

As Time Goes By (From "Casablanca")

Listed as Jo Stafford, The Pied Pipers, Paul Weston Orchestra – As Time Goes By (From "Casablanca") (Great Film Songs of The '40s, Vol. 1) · Watch on YouTube

youtube_video MjvHvOzHHYE · row MjvHvOzHHYE

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I'll Remember April

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

youtube_video PXAMq0KGGnU · row PXAMq0KGGnU

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Hey Good Lookin'

Listed as Frankie Laine, Jo Stafford – Hey Good Lookin' (Cool Water, Frankie Laine All Time Greatest Hits) · Watch on YouTube

youtube_video QVmDOtRkLWI · row QVmDOtRkLWI

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I'll Be Seeing You

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

youtube_video QoJY5nA_Sfo · row QoJY5nA_Sfo

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Why Can't You Behave

Listed as Jo Stafford – Why Can't You Behave (Kiss Me, Kate) · Watch on YouTube

youtube_video QssJZihTpiY · row QssJZihTpiY

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If I Loved You

Listed as Jo Stafford – If I Loved You (Autumn In New York) · Watch on YouTube

youtube_video SsFmRMCk53g · row SsFmRMCk53g

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Embraceable You

Listed as Jo Stafford – Embraceable You (Blues In The Night) · Watch on YouTube

youtube_video T4QCTsZIvuc · row T4QCTsZIvuc

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Watcha Know Joe

Listed as Jo Stafford – Watcha Know Joe (Beyond the Stars) · Watch on YouTube

youtube_video Te1xAT7k_X0 · row Te1xAT7k_X0

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Walkin' My Baby Back Home

Listed as Jo Stafford, Paul Weston & His Orchestra – Walkin' My Baby Back Home (Songs By Jo Stafford) · Watch on YouTube

youtube_video TllVtgQhalg · row TllVtgQhalg

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Baby It's Cold Outside

Listed as Jo Stafford – Baby It's Cold Outside (Xmas 40 - Christmas Classics) · Watch on YouTube

youtube_video WdfyQunTfG8 · row WdfyQunTfG8

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You're Adorable

Listed as Gordon McRae, Jo Stafford – You're Adorable (The Old Rugged Cross (Collected Songs of Faith)) · Watch on YouTube

youtube_video YAVFaI7AyUI · row YAVFaI7AyUI

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I'll Walk Alone

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

youtube_video ZVBoseE-dtE · row ZVBoseE-dtE

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You'd Be So Nice to Come Home to

Listed as Jo Stafford – You'd Be So Nice to Come Home to (Jo + Jazz) · Watch on YouTube

youtube_video bBxzHfShOLw · row bBxzHfShOLw

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I'll String Along with You

Listed as Jo Stafford Gordon – I'll String Along with You (Without a Song) · Watch on YouTube

youtube_video c7DSl44dg5k · row c7DSl44dg5k

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Sugar (That Sugar Baby O' Mine)

Listed as Jo Stafford – Sugar (That Sugar Baby O' Mine) (Jo Stafford Selected Favorites, Vol. 2) · Watch on YouTube

youtube_video eSddrbHvOig · row eSddrbHvOig

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Try to Remember

Listed as Jo Stafford – Try to Remember (Jo Stafford - Most Favorite Songs) · Watch on YouTube

youtube_video eyeqvpgNOu4 · row eyeqvpgNOu4

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Over the Rainbow

Listed as Jo Stafford – Over the Rainbow (You Belong To Me) · Watch on YouTube

youtube_video eywX5D1toS0 · row eywX5D1toS0

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Ragtime Cowboy Joe

Listed as Jo Stafford – Ragtime Cowboy Joe (You Belong To Me) · Watch on YouTube

youtube_video f7WnaM9vobc · row f7WnaM9vobc

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Too Marvelous

Listed as Jo Stafford – Too Marvelous (Love for Sale) · Watch on YouTube

youtube_video gq1i1tiC8gU · row gq1i1tiC8gU

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Just One Of Those Things

Listed as Jo Stafford – Just One Of Those Things (Autumn In New York) · Watch on YouTube

youtube_video gw6MJrHuwZQ · row gw6MJrHuwZQ

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Peace In The Valley

Listed as Jo Stafford, Gordon MacRae – Peace In The Valley (The Old Rugged Cross) · Watch on YouTube

youtube_video hwVJZuS3WZQ · row hwVJZuS3WZQ

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Comin' Through the Rye

Listed as Jo Stafford – Comin' Through the Rye (Songs of Scotland) · Watch on YouTube

youtube_video iNYJTUAlDTw · row iNYJTUAlDTw

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Monday, Tuesday, Wednesday

Listed as Jo Stafford, Gordon MacRae – Monday, Tuesday, Wednesday (Yesterday - The Definitive Duo) · Watch on YouTube

youtube_video jXGSQqcsR70 · row jXGSQqcsR70

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There's No You (Remastered 1991)

Listed as Jo Stafford – There's No You (Remastered 1991) (Capitol Collectors Series) · Watch on YouTube

youtube_video lcZ5o47hFQE · row lcZ5o47hFQE

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I Should Care

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

youtube_video m4M6M6xOLyg · row m4M6M6xOLyg

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He Bought My Soul At Calvary

Listed as Jo Stafford, Gordon MacRae – He Bought My Soul At Calvary (The Old Rugged Cross) · Watch on YouTube

youtube_video rLSKBt0rueg · row rLSKBt0rueg

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But Not For Me

Listed as Jo Stafford – But Not For Me (Once Over Lightly) · Watch on YouTube

youtube_video t8pvadeK3Io · row t8pvadeK3Io

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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.