Yes. O. B. Buchana has 153 songs listed in a dataset used to train AI music models.

Used for training 153

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 She's Having a Love Affair, Act A Fool Lovin', I Think He Trusts Me Too Much

Listed under the artist name 153 songs in LAION-DISCO-12M

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

She's Having a Love Affair

Listed as O. B. Buchana – She's Having a Love Affair (I'm Gonna Sleep) · Watch on YouTube

youtube_video -GEnAjNyPYk · row -GEnAjNyPYk

LAION-DISCO-12M

Act A Fool Lovin'

Listed as O. B. Buchana – Act A Fool Lovin' (That Thang Thang) · Watch on YouTube

youtube_video -gFplBAVRk8 · row -gFplBAVRk8

LAION-DISCO-12M

I Think He Trusts Me Too Much

Listed as O. B. Buchana – I Think He Trusts Me Too Much (That Thang Thang) · Watch on YouTube

youtube_video 0L1NUhWI86k · row 0L1NUhWI86k

LAION-DISCO-12M

I Owe Everybody

Listed as O. B. Buchana – I Owe Everybody (I'm Gonna Sleep) · Watch on YouTube

youtube_video 22bivRxFbvo · row 22bivRxFbvo

LAION-DISCO-12M

Tasty Girl (Remix)

Listed as O. B. Buchana – Tasty Girl (Remix) (Mississippi Folks) · Watch on YouTube

youtube_video 2JO6gE8fvj0 · row 2JO6gE8fvj0

LAION-DISCO-12M

Shake What You Got

Listed as O. B. Buchana – Shake What You Got (Soul Blues Hits: Vol. 4) · Watch on YouTube

youtube_video 2qewcvSm9d4 · row 2qewcvSm9d4

LAION-DISCO-12M

Southern Soul Party Line

Listed as O. B. Buchana – Southern Soul Party Line (Southern Soul Brother) · Watch on YouTube

youtube_video 7hEEPtoos9c · row 7hEEPtoos9c

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Crazy Love Thang

Listed as O. B. Buchana – Crazy Love Thang (That Thang Thang) · Watch on YouTube

youtube_video 7jdAJ9nILDM · row 7jdAJ9nILDM

LAION-DISCO-12M

Swing On (Remix)

Listed as O. B. Buchana – Swing On (Remix) (Grown Folks Blues (Blues Mix, Vol. 20)) · Watch on YouTube

youtube_video AhK2U_ZVZm4 · row AhK2U_ZVZm4

LAION-DISCO-12M

I'm Gonna Stand Up By Your Side

Listed as O. B. Buchana – I'm Gonna Stand Up By Your Side (I Can't Stop Drinkin') · Watch on YouTube

youtube_video C3AD9BGKMsQ · row C3AD9BGKMsQ

LAION-DISCO-12M

I Wanna Get with You (Till Palmer Remix)

Listed as O. B. Buchana – I Wanna Get with You (Till Palmer Remix) (Parking Lot Love Affair) · Watch on YouTube

youtube_video CFbKUDG912w · row CFbKUDG912w

LAION-DISCO-12M

If We Steal Away

Listed as O. B. Buchana – If We Steal Away (Mississippi Folks) · Watch on YouTube

youtube_video CXO7R3P3ml8 · row CXO7R3P3ml8

LAION-DISCO-12M

Looks Like It's Over

Listed as O. B. Buchana – Looks Like It's Over (It's My Time) · Watch on YouTube

youtube_video Ewbv3-7riE0 · row Ewbv3-7riE0

LAION-DISCO-12M

We Know It's Wrong

Listed as O. B. Buchana – We Know It's Wrong (It's My Time) · Watch on YouTube

youtube_video FcWeIEjOxGI · row FcWeIEjOxGI

LAION-DISCO-12M

Pop Yo' Bottle

Listed as O. B. Buchana – Pop Yo' Bottle (Pop Yo' Bottle) · Watch on YouTube

youtube_video IB7tKf32pn8 · row IB7tKf32pn8

LAION-DISCO-12M

Jam On with Me (Till Palmer Remix)

Listed as O. B. Buchana – Jam On with Me (Till Palmer Remix) (Parking Lot Love Affair) · Watch on YouTube

youtube_video IqI5pnyj0U8 · row IqI5pnyj0U8

LAION-DISCO-12M

Look What You Did To Me

Listed as O. B. Buchana – Look What You Did To Me (It's My Time) · Watch on YouTube

youtube_video JeM7EfkEUD4 · row JeM7EfkEUD4

LAION-DISCO-12M

The Mule

Listed as O. B. Buchana – The Mule (Parking Lot Love Affair) · Watch on YouTube

youtube_video K0XND9mAgEE · row K0XND9mAgEE

LAION-DISCO-12M

Private Party

Listed as O. B. Buchana – Private Party (Pop Yo' Bottle) · Watch on YouTube

youtube_video L4jKKoRxYPo · row L4jKKoRxYPo

LAION-DISCO-12M

Take My Wife Back

Listed as O. B. Buchana – Take My Wife Back (Pop Yo' Bottle) · Watch on YouTube

youtube_video LZLftbR2rtU · row LZLftbR2rtU

LAION-DISCO-12M

Hold on to What You Got

Listed as O. B. Buchana – Hold on to What You Got (Starting All Over) · Watch on YouTube

youtube_video Pw_76gAbAxk · row Pw_76gAbAxk

LAION-DISCO-12M

Mr. Telephone Man

Listed as O. B. Buchana – Mr. Telephone Man (Let Me Knock the Dust Off) · Watch on YouTube

youtube_video QP-id43gIQg · row QP-id43gIQg

LAION-DISCO-12M

I'm Ready to Get Nude

Listed as O. B. Buchana – I'm Ready to Get Nude (I Can't Stop Drinkin') · Watch on YouTube

youtube_video QXs4PBfLIT8 · row QXs4PBfLIT8

LAION-DISCO-12M

Smooth Operator

Listed as Donnie Ray, O. B. Buchana – Smooth Operator (Blues Mix, Vol. 26: Super Soul Duets) · Watch on YouTube

youtube_video R5sJf3TU9Fw · row R5sJf3TU9Fw

LAION-DISCO-12M

I'm Going Away

Listed as O. B. Buchana – I'm Going Away (I'm Gonna Sleep) · Watch on YouTube

youtube_video RMMfX2OptQI · row RMMfX2OptQI

LAION-DISCO-12M

Knock Three Times

Listed as O. B. Buchana – Knock Three Times (I'm Gonna Sleep) · Watch on YouTube

youtube_video S76CQ93Njtc · row S76CQ93Njtc

LAION-DISCO-12M

Ghetto Funk

Listed as O. B. Buchana – Ghetto Funk (Mississippi Folks) · Watch on YouTube

youtube_video Sg1grPnuPXY · row Sg1grPnuPXY

LAION-DISCO-12M

I Was There for You

Listed as O. B. Buchana – I Was There for You (I'm Gonna Sleep) · Watch on YouTube

youtube_video Xahhkapdb0k · row Xahhkapdb0k

LAION-DISCO-12M

Hide Away Hotel

Listed as O.B. Buchana – Hide Away Hotel (Diddie Wah Diddie E.P.) · Watch on YouTube

youtube_video Y6eBXqq9DIs · row Y6eBXqq9DIs

LAION-DISCO-12M

You Might Have to Hurt

Listed as O. B. Buchana – You Might Have to Hurt (Blues Mix, Vol. 16: Grown up Soul) · Watch on YouTube

youtube_video ZltrsD69h6c · row ZltrsD69h6c

LAION-DISCO-12M

Leaving You

Listed as O.B. Buchana – Leaving You (Diddie Wah Diddie E.P.) · Watch on YouTube

youtube_video ahOUb3oBzBI · row ahOUb3oBzBI

LAION-DISCO-12M

Booty Mover

Listed as O. B. Buchana – Booty Mover (Carolina Shag III) · Watch on YouTube

youtube_video aibXOfJMybI · row aibXOfJMybI

LAION-DISCO-12M

Two Different People (feat. Lacee)

Listed as O. B. Buchana – Two Different People (feat. Lacee) (Southern Soul Brother) · Watch on YouTube

youtube_video aqHN5EjcLys · row aqHN5EjcLys

LAION-DISCO-12M

Ooh Wee!

Listed as O. B. Buchana – Ooh Wee! (It's My Time) · Watch on YouTube

youtube_video athxF8NLhtc · row athxF8NLhtc

LAION-DISCO-12M

I Was Searching

Listed as O. B. Buchana – I Was Searching (Starting All Over) · Watch on YouTube

youtube_video awf6bWhQPvo · row awf6bWhQPvo

LAION-DISCO-12M

Juke Joint Queen

Listed as O. B. Buchana – Juke Joint Queen (Let Me Knock the Dust Off) · Watch on YouTube

youtube_video cv52aa4OaYI · row cv52aa4OaYI

LAION-DISCO-12M

I Like the Way You Swing (Till Palmer Remix)

Listed as O. B. Buchana – I Like the Way You Swing (Till Palmer Remix) (Swing On) · Watch on YouTube

youtube_video cxyIWEabHl8 · row cxyIWEabHl8

LAION-DISCO-12M

It Don't Have to Be That Way

Listed as O. B. Buchana – It Don't Have to Be That Way (I Can't Stop Drinkin') · Watch on YouTube

youtube_video gpQgRx2jfCA · row gpQgRx2jfCA

LAION-DISCO-12M

I'm Rowdy Rowdy (Remix)

Listed as O. B. Buchana – I'm Rowdy Rowdy (Remix) (Blues Mix, Vol. 11: Sweet Soul Blues) · Watch on YouTube

youtube_video hjydYuRb24w · row hjydYuRb24w

LAION-DISCO-12M

We Just Can't Leave Each Other Alone

Listed as O. B. Buchana – We Just Can't Leave Each Other Alone (Pop Yo' Bottle) · Watch on YouTube

youtube_video jNnHcaU9Xlo · row jNnHcaU9Xlo

LAION-DISCO-12M

It's Booty Shakin' Time (Till Palmer Remix)

Listed as O. B. Buchana – It's Booty Shakin' Time (Till Palmer Remix) (Blues Mix, Vol. 21: Booty Shakin' Soul) · Watch on YouTube

youtube_video kxo19vSf218 · row kxo19vSf218

LAION-DISCO-12M

Just Go Dancin'

Listed as O. B. Buchana – Just Go Dancin' (Starting All Over) · Watch on YouTube

youtube_video lE14lDx37hc · row lE14lDx37hc

LAION-DISCO-12M

Another Blues Man from Clarksdale

Listed as O. B. Buchana – Another Blues Man from Clarksdale (Starting All Over) · Watch on YouTube

youtube_video n0w92zSYwhE · row n0w92zSYwhE

LAION-DISCO-12M

Let Me Be His Stand In

Listed as O. B. Buchana – Let Me Be His Stand In (That Thang Thang) · Watch on YouTube

youtube_video nk9uBgMOlQQ · row nk9uBgMOlQQ

LAION-DISCO-12M

Tip It Up

Listed as O. B. Buchana – Tip It Up (Mississippi Folks) · Watch on YouTube

youtube_video pmczds6WetU · row pmczds6WetU

LAION-DISCO-12M

Remain The Same

Listed as O.B. Buchana – Remain The Same (Diddie Wah Diddie E.P.) · Watch on YouTube

youtube_video qB2RvwFcO80 · row qB2RvwFcO80

LAION-DISCO-12M

Let's Dance (remix)

Listed as O. B. Buchana – Let's Dance (remix) (That Thang Thang) · Watch on YouTube

youtube_video qTCh62b76uk · row qTCh62b76uk

LAION-DISCO-12M

What's the Deal

Listed as O. B. Buchana – What's the Deal (Pop Yo' Bottle) · Watch on YouTube

youtube_video sGokaffNib8 · row sGokaffNib8

LAION-DISCO-12M

You Can Be a Fool and Don't Know It

Listed as O. B. Buchana – You Can Be a Fool and Don't Know It (I'm Gonna Sleep) · Watch on YouTube

youtube_video sNABB7iFBNE · row sNABB7iFBNE

LAION-DISCO-12M

Sue's Café

Listed as O. B. Buchana – Sue's Café (Southern Soul Party) · Watch on YouTube

youtube_video yBYb8N1GJds · row yBYb8N1GJds

LAION-DISCO-12M

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.