Yes. Billy Williams has 140 songs listed in a dataset used to train AI music models.

Used for training 140

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 Glory of Love, Trapping the Wind, You're The One For Me

Listed under the artist name 140 songs in LAION-DISCO-12M

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

Glory of Love

Listed as Billy Williams – Glory of Love (Presenting Billy Williams) · Watch on YouTube

youtube_video -2vowW4LJw0 · row -2vowW4LJw0

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Trapping the Wind

Listed as Billy Williams – Trapping the Wind (Down That Road Again) · Watch on YouTube

youtube_video 0ww506w_-zM · row 0ww506w_-zM

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You're The One For Me

Listed as Billy Williams – You're The One For Me (Vote For Billy Williams) · Watch on YouTube

youtube_video 2zjmpPc4k-c · row 2zjmpPc4k-c

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In the Cool of the Evening

Listed as Billy Williams – In the Cool of the Evening (A Letter from...) · Watch on YouTube

youtube_video 3utW2O-rglU · row 3utW2O-rglU

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Red Hot Love

Listed as Billy Williams – Red Hot Love (The American Rock 'n Roll Story) · Watch on YouTube

youtube_video 413v_-__1mc · row 413v_-__1mc

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May Your Heart Sing

Listed as Billy Williams – May Your Heart Sing (Down That Road Again) · Watch on YouTube

youtube_video 6UKOVpWz85w · row 6UKOVpWz85w

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A Smile For Suzette

Listed as Billy Williams – A Smile For Suzette (Vote For Billy Williams) · Watch on YouTube

youtube_video 6yGDsoAjDp8 · row 6yGDsoAjDp8

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Run Down

Listed as Billy Williams – Run Down (Mega Pop Hits, Vol. 6) · Watch on YouTube

youtube_video 8Ga3PsWHfJM · row 8Ga3PsWHfJM

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If I Never Get to Heaven

Listed as Billy Williams – If I Never Get to Heaven (Vote for Billy Williams) · Watch on YouTube

youtube_video 8cGt7qZMl8U · row 8cGt7qZMl8U

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The Tower of Babel

Listed as Billy Williams – The Tower of Babel (Night Time Stories) · Watch on YouTube

youtube_video 94VkWgcbPSo · row 94VkWgcbPSo

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Begin the Beguine

Listed as Billy Williams – Begin the Beguine (The Great American Songbook) · Watch on YouTube

youtube_video Aviymp66Zrc · row Aviymp66Zrc

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Train That's Coming

Listed as Billy Williams – Train That's Coming (Down That Road Again) · Watch on YouTube

youtube_video BLG-RPflR24 · row BLG-RPflR24

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Baby, Baby (feat. Dick Jacobs and His Orchestra) (feat. Dick Jacobs and His Orchestra)

Listed as Billy Williams – Baby, Baby (feat. Dick Jacobs and His Orchestra) (feat. Dick Jacobs and His Orchestra) (Billy Williams, Vol. 3 (Mono Version)) · Watch on YouTube

youtube_video CSZ0-7-o8vY · row CSZ0-7-o8vY

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Tickle Me, Timothy

Listed as Billy Williams – Tickle Me, Timothy ("The Wibbly Wobbly Walk" Novelty Numbers from the Original Phonographic Cylinders and 78s) · Watch on YouTube

youtube_video CaGyJ4YV1nQ · row CaGyJ4YV1nQ

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Music by the Angels

Listed as Billy Williams – Music by the Angels (A Letter from...) · Watch on YouTube

youtube_video ELNFb44FWvo · row ELNFb44FWvo

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Moses

Listed as Billy Williams – Moses (Night Time Stories) · Watch on YouTube

youtube_video EiSVjf99gos · row EiSVjf99gos

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Sunset Sky

Listed as Billy Williams – Sunset Sky (Down That Road Again) · Watch on YouTube

youtube_video IFM_ojPyqU4 · row IFM_ojPyqU4

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Why Don't Santa Claus Bring Something to Me?

Listed as Billy Williams – Why Don't Santa Claus Bring Something to Me? (Christmas Time) · Watch on YouTube

youtube_video J4l8l9GuS5g · row J4l8l9GuS5g

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Down That Road Again

Listed as Billy Williams – Down That Road Again (Down That Road Again) · Watch on YouTube

youtube_video JwX0divhgHw · row JwX0divhgHw

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Stormy

Listed as Billy Williams – Stormy (Greatest Hits) · Watch on YouTube

youtube_video MyMiX9nDLDY · row MyMiX9nDLDY

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So Sure

Listed as Billy Williams – So Sure (Soundtrack Music Vol. Ten) · Watch on YouTube

youtube_video N2t1Lvfcvxc · row N2t1Lvfcvxc

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Azure-Te

Listed as Billy Williams – Azure-Te (Vote For Billy Williams) · Watch on YouTube

youtube_video OZqrRFcN8k0 · row OZqrRFcN8k0

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Go Go Tow

Listed as Billy Williams – Go Go Tow (Mega Pop Hits, Vol. 6) · Watch on YouTube

youtube_video PXVs0HUlPAw · row PXVs0HUlPAw

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Too Fast

Listed as Billy Williams – Too Fast (Mega Pop Hits, Vol. 6) · Watch on YouTube

youtube_video SP46qAPL8AQ · row SP46qAPL8AQ

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Between the Devil and the Deep Blue Sea

Listed as Billy Williams – Between the Devil and the Deep Blue Sea (A Letter from...) · Watch on YouTube

youtube_video Tp8qChekl2w · row Tp8qChekl2w

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You're The Only One I Adore

Listed as Billy Williams – You're The Only One I Adore (Vote For Billy Williams) · Watch on YouTube

youtube_video WYFdrh3OWLg · row WYFdrh3OWLg

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To Nice

Listed as Billy Williams – To Nice (Soundtrack Music Vol. Ten) · Watch on YouTube

youtube_video ZAMve5YmNHA · row ZAMve5YmNHA

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Telephone Conversation

Listed as Barbara McNair, Billy Williams – Telephone Conversation (Front Row Center) · Watch on YouTube

youtube_video Zl4HM3v7InU · row Zl4HM3v7InU

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Meds Work

Listed as Billy Williams – Meds Work (Soundtrack Music Vol. Ten) · Watch on YouTube

youtube_video _KBqO5ZJups · row _KBqO5ZJups

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Whenever Wherever

Listed as Billy Williams – Whenever Wherever (Presenting Billy Williams) · Watch on YouTube

youtube_video a5hQ3xz6x3o · row a5hQ3xz6x3o

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Stuck In My Head (feat. Samantha Neves)

Listed as Billy Williams – Stuck In My Head (feat. Samantha Neves) (Stuck In My Head) · Watch on YouTube

youtube_video b8pPt2pWgr8 · row b8pPt2pWgr8

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I Guess I'll Be On My Way

Listed as Billy Williams – I Guess I'll Be On My Way (Presenting Billy Williams) · Watch on YouTube

youtube_video bUKhATZ3Zk8 · row bUKhATZ3Zk8

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Sunny

Listed as Josh Bruneau, Larry Willis, Nat Reeves, Billy Williams – Sunny (Gettin' It Done) · Watch on YouTube

youtube_video c_L37LB3rdk · row c_L37LB3rdk

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Goodnight Irene

Listed as Billy Williams – Goodnight Irene (A Letter from...) · Watch on YouTube

youtube_video dzDcGnSUdK8 · row dzDcGnSUdK8

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I Wanna Hug You, Kiss You

Listed as Billy Williams – I Wanna Hug You, Kiss You (Greatest Hits) · Watch on YouTube

youtube_video gMf6MoVCL5Y · row gMf6MoVCL5Y

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You Don't Know

Listed as Billy Williams – You Don't Know (A Letter from...) · Watch on YouTube

youtube_video k04ljEmRbxQ · row k04ljEmRbxQ

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The Little Boy

Listed as Billy Williams – The Little Boy (A Letter from...) · Watch on YouTube

youtube_video nYagL3C-TtQ · row nYagL3C-TtQ

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I Wonder

Listed as Billy Williams – I Wonder (Half Sweet Half Beat) · Watch on YouTube

youtube_video npkcKgPNzGw · row npkcKgPNzGw

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Top Land Man

Listed as Billy Williams – Top Land Man (Mega Pop Hits, Vol. 1) · Watch on YouTube

youtube_video ozanuZmI6MI · row ozanuZmI6MI

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My Gal Is Mine Once More

Listed as Billy Williams – My Gal Is Mine Once More (Inside U.S.A.) · Watch on YouTube

youtube_video p_WUwbYeupk · row p_WUwbYeupk

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Butterfly

Listed as Billy Williams – Butterfly (Presenting Billy Williams) · Watch on YouTube

youtube_video qGUAAiXR8wU · row qGUAAiXR8wU

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Include Me

Listed as Billy Williams – Include Me (Mega Pop Hits, Vol. 1) · Watch on YouTube

youtube_video tLZoQXGXCMc · row tLZoQXGXCMc

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Lucy You

Listed as Billy Williams – Lucy You (Vol. 2 (Mono Version)) · Watch on YouTube

youtube_video vfaH6GmEVxI · row vfaH6GmEVxI

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Steppin' Easy

Listed as Mike DiRubbo, Larry Willis, Nat Reeves, Billy Williams – Steppin' Easy (Gettin' It Done) · Watch on YouTube

youtube_video vwkqI1hp2X8 · row vwkqI1hp2X8

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You've Got Me Crying Again

Listed as Billy Williams, Sammy Kaye – You've Got Me Crying Again (Great Musical Memories) · Watch on YouTube

youtube_video vx_Dh4mgAbk · row vx_Dh4mgAbk

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The Artist

Listed as Billy Williams – The Artist (Down That Road Again) · Watch on YouTube

youtube_video w7Bi4UQHgPU · row w7Bi4UQHgPU

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Overturn

Listed as Billy Williams – Overturn (Soundtrack Music Vol. Ten) · Watch on YouTube

youtube_video wMmvCAgeKkk · row wMmvCAgeKkk

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Super Sweat

Listed as Billy Williams – Super Sweat (Mega Pop Hits, Vol. 1) · Watch on YouTube

youtube_video wwvKyGpYvVM · row wwvKyGpYvVM

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Too Much

Listed as Billy Williams – Too Much (Romark Records - Kent Harris' Soul Sides) · Watch on YouTube

youtube_video xIKApkQsMgg · row xIKApkQsMgg

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Go to Sleep, Go to Sleep, Go to Sleep

Listed as Barbara McNair, Billy Williams – Go to Sleep, Go to Sleep, Go to Sleep (Front Row Center) · Watch on YouTube

youtube_video yFIr2t1pICo · row yFIr2t1pICo

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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.