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 How Long Has This Been Going On?, Cross Over the Bridge, North Carolina

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.

How Long Has This Been Going On?

Listed as Betty Johnson – How Long Has This Been Going On? (Love Walked In) · Watch on YouTube

youtube_video 1Bu3tqUxeJc · row 1Bu3tqUxeJc

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Cross Over the Bridge

Listed as Betty Johnson, Three Beaus & A Peep – Cross Over the Bridge (Cross Over the Bridge) · Watch on YouTube

youtube_video 29mg5kpsZKY · row 29mg5kpsZKY

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North Carolina

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

youtube_video 3GaY0Bp28dg · row 3GaY0Bp28dg

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Lullabye

Listed as Betty Johnson/Lydia Gray – Lullabye (Soft Lights & Sweet Music) · Watch on YouTube

youtube_video BWQaK43s0eg · row BWQaK43s0eg

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This Ole House

Listed as Betty Johnson – This Ole House (This Ole House) · Watch on YouTube

youtube_video Cg0wp8HwcDM · row Cg0wp8HwcDM

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I Love Paris

Listed as Betty Johnson – I Love Paris (Take Five Sessions, Vol. 2) · Watch on YouTube

youtube_video GskQ2tAPDsw · row GskQ2tAPDsw

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I'm Beginnning to Wonder

Listed as Betty Johnson – I'm Beginnning to Wonder (Betty's Hits - Volume 2) · Watch on YouTube

youtube_video HdZLTiS23Bg · row HdZLTiS23Bg

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Abide With Me

Listed as Betty Johnson – Abide With Me (In The Garden) · Watch on YouTube

youtube_video IvP6EmexHJ8 · row IvP6EmexHJ8

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One More Time

Listed as Betty Johnson – One More Time (I Dreamed) · Watch on YouTube

youtube_video JoMdw_EO6lo · row JoMdw_EO6lo

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Baubles,bangles, and Beads

Listed as Betty Johnson/Lydia Gray – Baubles,bangles, and Beads (Soft Lights & Sweet Music) · Watch on YouTube

youtube_video KMRwqec--ps · row KMRwqec--ps

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Depend On Me

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

youtube_video MXhDYEzspoI · row MXhDYEzspoI

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Fools Rush In

Listed as Betty Johnson – Fools Rush In (Take Five Sessions, Vol. 3) · Watch on YouTube

youtube_video MqvDL7rnRUs · row MqvDL7rnRUs

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Grandfather's Clock

Listed as Betty Johnson – Grandfather's Clock (Grandfather's Clock) · Watch on YouTube

youtube_video NozZVpkITas · row NozZVpkITas

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The Touch (Le grisbi)

Listed as Betty Johnson – The Touch (Le grisbi) (The Touch (Le grisbi)) · Watch on YouTube

youtube_video P80R1TUwM1c · row P80R1TUwM1c

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Jazz: Gone With the Wind

Listed as Betty Johnson – Jazz: Gone With the Wind (Love Walked In) · Watch on YouTube

youtube_video RMLOd5iVU_c · row RMLOd5iVU_c

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Why, Why?

Listed as Betty Johnson – Why, Why? (Golden Selection) · Watch on YouTube

youtube_video Rj2XO9dMMnQ · row Rj2XO9dMMnQ

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Am I Blue

Listed as Betty Johnson – Am I Blue (Four Shades of Gray) · Watch on YouTube

youtube_video S1uUSLSyM6Q · row S1uUSLSyM6Q

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I Want a Good Home for My Cat

Listed as Betty Johnson – I Want a Good Home for My Cat (I Want a Good Home for My Cat) · Watch on YouTube

youtube_video SU7e85HUWpA · row SU7e85HUWpA

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Why Did I Choose You

Listed as Betty Johnson – Why Did I Choose You (Three Shades of Gray) · Watch on YouTube

youtube_video Tfv-VXbfyKU · row Tfv-VXbfyKU

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In the Garden

Listed as Betty Johnson, Lydiaand Elisabeth Gray – In the Garden (In The Garden) · Watch on YouTube

youtube_video U05QlaUezKQ · row U05QlaUezKQ

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Fantastic

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

youtube_video Uh_kwpvLJ9E · row Uh_kwpvLJ9E

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In the Garden

Listed as Betty Johnson – In the Garden (In The Garden) · Watch on YouTube

youtube_video VRnngbtBY88 · row VRnngbtBY88

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There Will Never Be Another You

Listed as Betty Johnson – There Will Never Be Another You (Betty's Hits - Volume 2) · Watch on YouTube

youtube_video YArPV9M058A · row YArPV9M058A

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Mean to Me

Listed as Betty Johnson – Mean to Me (Love Walked In) · Watch on YouTube

youtube_video YYxT-c2ah_g · row YYxT-c2ah_g

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Show Me

Listed as Betty Johnson – Show Me (Make Yourself Comfortable) · Watch on YouTube

youtube_video YxtE1YcQfg4 · row YxtE1YcQfg4

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Suddenly

Listed as Betty Johnson – Suddenly (Betty's Hits - Volume 2) · Watch on YouTube

youtube_video Z21Uv0pyEOo · row Z21Uv0pyEOo

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Cuddle me

Listed as Betty Johnson – Cuddle me (Make Yourself Comfortable) · Watch on YouTube

youtube_video aVmuhaOPfEM · row aVmuhaOPfEM

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Gentle Shepheerd

Listed as Betty Johnson – Gentle Shepheerd (In The Garden) · Watch on YouTube

youtube_video bFLJdf4WTYg · row bFLJdf4WTYg

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Copa Cabana Night Club

Listed as Betty Johnson – Copa Cabana Night Club (In Her Own Words) · Watch on YouTube

youtube_video dL21RHnZ0mE · row dL21RHnZ0mE

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Mountain Greenery

Listed as Betty Johnson – Mountain Greenery (My Heart Sings) · Watch on YouTube

youtube_video dsjXsgvlZI8 · row dsjXsgvlZI8

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Whither Thou goest

Listed as Betty Johnson – Whither Thou goest (Make Yourself Comfortable) · Watch on YouTube

youtube_video eRT71Tkg3Vw · row eRT71Tkg3Vw

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Once In A While

Listed as Betty Johnson – Once In A While (The Take Five Sessions) · Watch on YouTube

youtube_video fudljVyM5e0 · row fudljVyM5e0

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Whispering

Listed as Betty Johnson – Whispering (The Take Five Sessions) · Watch on YouTube

youtube_video fzc6D7n6jc0 · row fzc6D7n6jc0

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Say It Ain't So, Joe

Listed as Betty Johnson – Say It Ain't So, Joe (Say It Ain't So, Joe) · Watch on YouTube

youtube_video i-LLjLdWvBI · row i-LLjLdWvBI

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Together

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

youtube_video lP6w0MrdFu4 · row lP6w0MrdFu4

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Give Me Something I Can Dream About

Listed as Betty Johnson – Give Me Something I Can Dream About (Betty's Hits - Volume 2) · Watch on YouTube

youtube_video lUaHEHTHe4A · row lUaHEHTHe4A

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Dancing in the Dark

Listed as Betty Johnson – Dancing in the Dark (Betty's Hits - Volume 2) · Watch on YouTube

youtube_video nUxr9TQBqsc · row nUxr9TQBqsc

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This Is the Thanks I Get

Listed as Betty Johnson, Norman Leyden – This Is the Thanks I Get (This Is the Thanks I Get) · Watch on YouTube

youtube_video oi9ockPDDqI · row oi9ockPDDqI

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Seven Pretty Dreams

Listed as Betty Johnson – Seven Pretty Dreams (Golden Selection) · Watch on YouTube

youtube_video pZ1DFzhHvAg · row pZ1DFzhHvAg

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Waltz Me Around

Listed as Betty Johnson – Waltz Me Around (Golden Selection) · Watch on YouTube

youtube_video pkGqIH-Y3t0 · row pkGqIH-Y3t0

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Now the Day Is Over

Listed as Betty Johnson – Now the Day Is Over (In The Garden) · Watch on YouTube

youtube_video qeF8uVBhfOI · row qeF8uVBhfOI

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The Lonely Willow Tree

Listed as Betty Johnson – The Lonely Willow Tree (The Lonely Willow Tree) · Watch on YouTube

youtube_video r_cLQ5CccRs · row r_cLQ5CccRs

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Audiobook Intro Sample

Listed as Betty Johnson – Audiobook Intro Sample (In Her Own Words) · Watch on YouTube

youtube_video snQlBIBJrFc · row snQlBIBJrFc

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Let Me Be the One

Listed as Betty Johnson – Let Me Be the One (Betty's Hits -Volume 1) · Watch on YouTube

youtube_video tjjCJPOgi_8 · row tjjCJPOgi_8

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Red River Valley

Listed as Betty Johnson – Red River Valley (Red River Valley) · Watch on YouTube

youtube_video tpg6AZvTq3I · row tpg6AZvTq3I

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Did They Tell You

Listed as Betty Johnson – Did They Tell You (Make Yourself Comfortable) · Watch on YouTube

youtube_video vJhbXajQc28 · row vJhbXajQc28

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I Don't Want to Go to Sleep Tonight

Listed as Betty Johnson – I Don't Want to Go to Sleep Tonight (Betty's Hits -Volume 1) · Watch on YouTube

youtube_video vWAZ3u1EcyA · row vWAZ3u1EcyA

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Don't You Remember Me

Listed as Betty Johnson – Don't You Remember Me (Betty's Hits - Volume 2) · Watch on YouTube

youtube_video x6wPSSZwFRc · row x6wPSSZwFRc

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It Had To Be You

Listed as Betty Johnson – It Had To Be You (Three Shades of Gray) · Watch on YouTube

youtube_video xNG-DsxpGo8 · row xNG-DsxpGo8

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I Need You Now

Listed as Betty Johnson, Norman Leyden – I Need You Now (I Need You Now) · Watch on YouTube

youtube_video yUpB-8d1XZs · row yUpB-8d1XZs

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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.