Yes. Betty Johnson has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 1492, I Want Eddie Fisher for Christmas, Hoopa Hoola

Listed under the artist name 150 songs in LAION-DISCO-12M

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

1492

Listed as Betty Johnson – 1492 (Betty's Hits -Volume 1) · Watch on YouTube

youtube_video 0_VAxdGgScA · row 0_VAxdGgScA

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I Want Eddie Fisher for Christmas

Listed as Betty Johnson – I Want Eddie Fisher for Christmas (Christmas Classics, Vol. 4) · Watch on YouTube

youtube_video 50uzwtlZum0 · row 50uzwtlZum0

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Hoopa Hoola

Listed as Betty Johnson – Hoopa Hoola (Little Blue Man) · Watch on YouTube

youtube_video 60NfoCqxlu8 · row 60NfoCqxlu8

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Ginny's Got a Phone

Listed as Betty Johnson – Ginny's Got a Phone (Ginny's Got a Phone) · Watch on YouTube

youtube_video 6aJEI3v1wAw · row 6aJEI3v1wAw

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California Here I Come

Listed as Betty Johnson – California Here I Come (Love Walked In) · Watch on YouTube

youtube_video 7AJf6vmUFj4 · row 7AJf6vmUFj4

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The Song You Heard When You Fell in Love

Listed as Betty Johnson – The Song You Heard When You Fell in Love (Betty's Hits - Volume 2) · Watch on YouTube

youtube_video 7Ew_tUX7FZU · row 7Ew_tUX7FZU

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Fly Me to the Moon

Listed as Betty Johnson, Lydia Gray, Elisabeth Gray, Betty Gray – Fly Me to the Moon (Four Shades of Gray) · Watch on YouTube

youtube_video 9tbPPSq8KiA · row 9tbPPSq8KiA

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Winter in Miami

Listed as Betty Johnson – Winter in Miami (I Dreamed) · Watch on YouTube

youtube_video CQuZWzsMgtU · row CQuZWzsMgtU

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I Enjoy Being a Girl

Listed as Betty Johnson – I Enjoy Being a Girl (Selected Songs From "In Her Own Words") · Watch on YouTube

youtube_video Ce3AvsnKOGg · row Ce3AvsnKOGg

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What a Difference a Day Makes

Listed as Betty Johnson – What a Difference a Day Makes (My Heart Sings) · Watch on YouTube

youtube_video CmTwhIPgA1Y · row CmTwhIPgA1Y

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I Dreamed

Listed as Betty Johnson – I Dreamed (Golden Selection) · Watch on YouTube

youtube_video EP_u_0ssQSA · row EP_u_0ssQSA

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I've Grown Accostomed to His Face

Listed as Betty Johnson – I've Grown Accostomed to His Face (My Heart Sings) · Watch on YouTube

youtube_video FA9cjhdz7As · row FA9cjhdz7As

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Moon Glow

Listed as Betty Johnson, Lydia Gray, Elisabeth Gray – Moon Glow (Three Shades of Gray) · Watch on YouTube

youtube_video LdaTkCF0Pdk · row LdaTkCF0Pdk

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They Can't Take That Away from Me

Listed as Betty Johnson, Lydia Gray, Elisabeth Gray, Betty Gray – They Can't Take That Away from Me (Four Shades of Gray) · Watch on YouTube

youtube_video Mkax01OjUUE · row Mkax01OjUUE

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How Much

Listed as Betty Johnson – How Much (How Much) · Watch on YouTube

youtube_video OaymVtl6aUw · row OaymVtl6aUw

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Can't Help Myself (The Way I Feel)

Listed as Betty Johnson – Can't Help Myself (The Way I Feel) (Funk & Soul - Rare & Classic Hits) · Watch on YouTube

youtube_video Pi5KGvVqOU8 · row Pi5KGvVqOU8

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It's Been A Long , Long Time

Listed as Betty Johnson – It's Been A Long , Long Time (The Take Five Sessions) · Watch on YouTube

youtube_video Pxu-ksKtEkI · row Pxu-ksKtEkI

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I'll Wait

Listed as Betty Johnson – I'll Wait (Betty's Hits -Volume 1) · Watch on YouTube

youtube_video QMUUCSgBW28 · row QMUUCSgBW28

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Please Tell Me Why

Listed as Betty Johnson – Please Tell Me Why (Please Tell Me Why) · Watch on YouTube

youtube_video R7n-9vl7hRg · row R7n-9vl7hRg

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I've Grown Accustomed To His Face

Listed as Betty Johnson – I've Grown Accustomed To His Face (Three Shades of Gray) · Watch on YouTube

youtube_video RTImGtxXMpc · row RTImGtxXMpc

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Mr. Brown Is Out of Town Today

Listed as Betty Johnson – Mr. Brown Is Out of Town Today (Mr. Brown Is Out of Town Today) · Watch on YouTube

youtube_video RhjZfFIlZTg · row RhjZfFIlZTg

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Precious Memories

Listed as Betty Johnson, Lydia Gray, Elisabeth Gray, Betty Gray – Precious Memories (Four Shades of Gray) · Watch on YouTube

youtube_video T1sg3mElk_I · row T1sg3mElk_I

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There'll Be No Teardrops Tonight

Listed as Betty Johnson, Sy Oliver – There'll Be No Teardrops Tonight (There'll Be No Teardrops Tonight) · Watch on YouTube

youtube_video TRYB51flV-o · row TRYB51flV-o

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Clay Idol

Listed as Betty Johnson – Clay Idol (Little Blue Man) · Watch on YouTube

youtube_video WE8qWPpkaJ0 · row WE8qWPpkaJ0

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I Gave My Love a Cherry

Listed as Betty Johnson – I Gave My Love a Cherry (I Gave My Love a Cherry) · Watch on YouTube

youtube_video Z9Bqh_RJ6sY · row Z9Bqh_RJ6sY

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Dream

Listed as Betty Johnson – Dream (True or False) · Watch on YouTube

youtube_video ZA7CXo7Rp94 · row ZA7CXo7Rp94

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Danny Boy

Listed as Betty Johnson, Lydia Gray, Elisabeth Gray – Danny Boy (Three Shades of Gray) · Watch on YouTube

youtube_video bIWEb6IUqOc · row bIWEb6IUqOc

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Honky Tonk Rock

Listed as Betty Johnson – Honky Tonk Rock (Restless Doll) · Watch on YouTube

youtube_video d2BTCuPo7wM · row d2BTCuPo7wM

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I Dreame

Listed as Betty Johnson – I Dreame (Moochin' Abouts Stateside Hitlist 1957) · Watch on YouTube

youtube_video dxjJO8zUUoQ · row dxjJO8zUUoQ

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Our Love Is Here to Stay

Listed as Betty Johnson, Lydia Gray, Elisabeth Gray, Betty Gray – Our Love Is Here to Stay (Four Shades of Gray) · Watch on YouTube

youtube_video dyz_JKDqUZs · row dyz_JKDqUZs

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1956

Listed as Betty Johnson – 1956 (In Her Own Words) · Watch on YouTube

youtube_video fwedUrgOoBc · row fwedUrgOoBc

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What's the Matter, Little Girl

Listed as Betty Johnson – What's the Matter, Little Girl (Teen Angels - Rare Vintage Masters) · Watch on YouTube

youtube_video g3d2PoM8ylc · row g3d2PoM8ylc

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Amazing Grace

Listed as Betty Johnson, Lydia Gray – Amazing Grace (In The Garden) · Watch on YouTube

youtube_video g40qZ0_rg18 · row g40qZ0_rg18

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Only When I Dream

Listed as Betty Johnson – Only When I Dream (Betty's Hits -Volume 1) · Watch on YouTube

youtube_video gH-2rYzjdBk · row gH-2rYzjdBk

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You Can't Get to Heaven On Roller Skates

Listed as Betty Johnson – You Can't Get to Heaven On Roller Skates (Little Blue Man) · Watch on YouTube

youtube_video hVd16V4z8bk · row hVd16V4z8bk

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13 Black Cats

Listed as Betty Johnson – 13 Black Cats (13 Black Cats) · Watch on YouTube

youtube_video jXug6uGrnsQ · row jXug6uGrnsQ

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I Dreamed

Listed as Betty Johnson – I Dreamed (The Ultimate 50's Collection, Vol. 13) · Watch on YouTube

youtube_video kV7kqCDwlSE · row kV7kqCDwlSE

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Our Love Is Here To Stay

Listed as Betty Johnson, Elisabeth Gray – Our Love Is Here To Stay (Three Shades of Gray) · Watch on YouTube

youtube_video mtrF8uLvFpo · row mtrF8uLvFpo

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Dream

Listed as Betty Johnson – Dream (Little Blue Man) · Watch on YouTube

youtube_video nlFqP42u3lQ · row nlFqP42u3lQ

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Scarlet Ribbons

Listed as Betty Johnson – Scarlet Ribbons (Scarlet Ribbons) · Watch on YouTube

youtube_video oTKYjDLvYA4 · row oTKYjDLvYA4

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Honky Tonk Rock

Listed as Betty Johnson – Honky Tonk Rock (50 Great Rockabilly, Vol. 1) · Watch on YouTube

youtube_video opCTrFySYXs · row opCTrFySYXs

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Time After Time

Listed as Betty Johnson, Elisabeth Gray – Time After Time (Three Shades of Gray) · Watch on YouTube

youtube_video pwItJIHaYsg · row pwItJIHaYsg

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I Get the Blues When It Rains

Listed as Betty Johnson – I Get the Blues When It Rains (Betty's Hits - Volume 2) · Watch on YouTube

youtube_video qeCxOSqNTTM · row qeCxOSqNTTM

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Little Blue Man

Listed as Betty Johnson – Little Blue Man (Betty's Hits -Volume 1) · Watch on YouTube

youtube_video rUkhb58owS0 · row rUkhb58owS0

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Mood Indigo

Listed as Betty Johnson, Lydia Gray, Elisabeth Gray – Mood Indigo (Three Shades of Gray) · Watch on YouTube

youtube_video ss4dgIEozGI · row ss4dgIEozGI

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Deliverance Will Come

Listed as Betty Johnson – Deliverance Will Come (Selected Songs From "In Her Own Words") · Watch on YouTube

youtube_video tQ1wmG6S-Kk · row tQ1wmG6S-Kk

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Betty's Bossa Nova

Listed as Betty Johnson – Betty's Bossa Nova (Betty's Bossa Nova) · Watch on YouTube

youtube_video vST8swECDks · row vST8swECDks

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All by Myself

Listed as Betty Johnson – All by Myself (Four Shades of Gray) · Watch on YouTube

youtube_video w7Wq4yj1kv0 · row w7Wq4yj1kv0

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I'll Hold You in My Heart

Listed as Betty Johnson – I'll Hold You in My Heart (Betty's Hits -Volume 1) · Watch on YouTube

youtube_video wmJG8_qtIDs · row wmJG8_qtIDs

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He Was Too Good To Me

Listed as Betty Johnson – He Was Too Good To Me (Three Shades of Gray) · Watch on YouTube

youtube_video yocPLR9-TF8 · row yocPLR9-TF8

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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.