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 That Thang Thang, Let's Get Drunk, She's Got The Best Lovin' That Ever Put On A Pair Of Drawers

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.

That Thang Thang

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

youtube_video 01XWsz-Xjr8 · row 01XWsz-Xjr8

LAION-DISCO-12M

Let's Get Drunk

Listed as O. B. Buchana – Let's Get Drunk (Back Up Lover) · Watch on YouTube

youtube_video 1PNChIxyYXE · row 1PNChIxyYXE

LAION-DISCO-12M

She's Got The Best Lovin' That Ever Put On A Pair Of Drawers

Listed as O. B. Buchana – She's Got The Best Lovin' That Ever Put On A Pair Of Drawers (Southern Soul Country Boy) · Watch on YouTube

youtube_video 2KrOLbYBPek · row 2KrOLbYBPek

LAION-DISCO-12M

I'm Goin' Back Home

Listed as O. B. Buchana – I'm Goin' Back Home (Back Up Lover) · Watch on YouTube

youtube_video 5zpmOpBBzJc · row 5zpmOpBBzJc

LAION-DISCO-12M

I'm In Love

Listed as O. B. Buchana – I'm In Love (Back Up Lover) · Watch on YouTube

youtube_video 6_h3IOMRy2w · row 6_h3IOMRy2w

LAION-DISCO-12M

It's Over

Listed as O.B. Buchana – It's Over (Back up Lover / It's Over) · Watch on YouTube

youtube_video 6aBTYXVIucM · row 6aBTYXVIucM

LAION-DISCO-12M

Did You Put Your Foot in It

Listed as O. B. Buchana, Mr. Sam – Did You Put Your Foot in It (Blues Mix Vol. 25: Slammin' Southern Soul) · Watch on YouTube

youtube_video 83ysThAGrWo · row 83ysThAGrWo

LAION-DISCO-12M

Bang That Thang

Listed as O. B. Buchana – Bang That Thang (Let Me Knock the Dust Off) · Watch on YouTube

youtube_video 8jAeexWzuog · row 8jAeexWzuog

LAION-DISCO-12M

I Tip Toed in It

Listed as Mr. Sam, O. B. Buchana – I Tip Toed in It (Grown Folks Blues (Blues Mix, Vol. 20)) · Watch on YouTube

youtube_video 8xhc0R_SCBA · row 8xhc0R_SCBA

LAION-DISCO-12M

Drinking My Problems Away

Listed as O.B. Buchana – Drinking My Problems Away (Drinking My Problems Away) · Watch on YouTube

youtube_video 9VRNAMD6GG0 · row 9VRNAMD6GG0

LAION-DISCO-12M

Backdoor Tipper

Listed as O. B. Buchana – Backdoor Tipper (Back Up Lover) · Watch on YouTube

youtube_video A58eERkMFbg · row A58eERkMFbg

LAION-DISCO-12M

Whipped Again

Listed as O. B. Buchana, Pokey Bear – Whipped Again (Blues Mix Vol. 27: Ultimate Soul Blues) · Watch on YouTube

youtube_video ARvEitCnuog · row ARvEitCnuog

LAION-DISCO-12M

Hurry

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

youtube_video BoFJLH5dH8M · row BoFJLH5dH8M

LAION-DISCO-12M

Just Because He’s Good To You

Listed as O. B. Buchana – Just Because He’s Good To You (Southern Soul Country Boy) · Watch on YouTube

youtube_video Cdpqtnj6eH8 · row Cdpqtnj6eH8

LAION-DISCO-12M

Back Up Lover

Listed as O. B. Buchana – Back Up Lover (Back Up Lover) · Watch on YouTube

youtube_video DXQC22yTRAU · row DXQC22yTRAU

LAION-DISCO-12M

Put Your Mouth in the South

Listed as O. B. Buchana – Put Your Mouth in the South (Let Me Knock the Dust Off) · Watch on YouTube

youtube_video EIE1ncgIFrQ · row EIE1ncgIFrQ

LAION-DISCO-12M

You Might Have to Hurt

Listed as O. B. Buchana – You Might Have to Hurt (Southern Soul Brother) · Watch on YouTube

youtube_video G51Pw2VyFcU · row G51Pw2VyFcU

LAION-DISCO-12M

Just Cruzin'

Listed as O. B. Buchana – Just Cruzin' (Face Down) · Watch on YouTube

youtube_video G9RSKauMtDs · row G9RSKauMtDs

LAION-DISCO-12M

Come and Get It While He's Gone

Listed as O. B. Buchana – Come and Get It While He's Gone (Best of O. B. Buchana) · Watch on YouTube

youtube_video HYqHNsE7HFg · row HYqHNsE7HFg

LAION-DISCO-12M

You're Just Playin' With It - remix

Listed as O. B. Buchana, Ann Hines – You're Just Playin' With It - remix (Back Up Lover) · Watch on YouTube

youtube_video IZMMI7Cqmm8 · row IZMMI7Cqmm8

LAION-DISCO-12M

Swing On

Listed as O. B. Buchana – Swing On (Mississippi Folks) · Watch on YouTube

youtube_video I_488KKGTG4 · row I_488KKGTG4

LAION-DISCO-12M

I Want Both Of You

Listed as O. B. Buchana – I Want Both Of You (That Thang Thang) · Watch on YouTube

youtube_video M9whVK2oA5g · row M9whVK2oA5g

LAION-DISCO-12M

Back up Lover

Listed as O.B. Buchana – Back up Lover (Back up Lover / It's Over) · Watch on YouTube

youtube_video MyvvC0jtLDY · row MyvvC0jtLDY

LAION-DISCO-12M

Just Cruzin' (Remix)

Listed as O. B. Buchana – Just Cruzin' (Remix) (Blues Mix, Vol. 30: Swing out Soul) · Watch on YouTube

youtube_video Ouwbk_VEtJk · row Ouwbk_VEtJk

LAION-DISCO-12M

Bend It over (Remix)

Listed as O. B. Buchana – Bend It over (Remix) (Southern Soul Brother) · Watch on YouTube

youtube_video P0W5ybfFwtQ · row P0W5ybfFwtQ

LAION-DISCO-12M

One Way Love

Listed as Ms. Jody, O. B. Buchana – One Way Love (Blues Mix, Vol. 26: Super Soul Duets) · Watch on YouTube

youtube_video PUwl_vZjimI · row PUwl_vZjimI

LAION-DISCO-12M

Just Be A Man About It

Listed as O. B. Buchana – Just Be A Man About It (Back Up Lover) · Watch on YouTube

youtube_video RICKKI9qcUQ · row RICKKI9qcUQ

LAION-DISCO-12M

Old School Blues

Listed as O. B. Buchana – Old School Blues (That Thang Thang) · Watch on YouTube

youtube_video T8OY_5kN47U · row T8OY_5kN47U

LAION-DISCO-12M

That's My Song

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

youtube_video WEn0UCGhBHk · row WEn0UCGhBHk

LAION-DISCO-12M

You're Just Playin' With It

Listed as O. B. Buchana – You're Just Playin' With It (Southern Soul Country Boy) · Watch on YouTube

youtube_video WRuDorIWzvY · row WRuDorIWzvY

LAION-DISCO-12M

You're the One Baby

Listed as O. B. Buchana, Lomax – You're the One Baby (Blues Mix, Vol. 26: Super Soul Duets) · Watch on YouTube

youtube_video Y4WY6kvD6gM · row Y4WY6kvD6gM

LAION-DISCO-12M

Cheating on The Weekend

Listed as O.B. Buchana – Cheating on The Weekend (Cheating on The Weekend) · Watch on YouTube

youtube_video Zujr6DYgkLU · row Zujr6DYgkLU

LAION-DISCO-12M

Parking Lot Love Affair

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

youtube_video ZwIeLNbZ01s · row ZwIeLNbZ01s

LAION-DISCO-12M

Clarkesdale Mississippi

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

youtube_video bp4jYxjms6g · row bp4jYxjms6g

LAION-DISCO-12M

I'm Rowdy Rowdy

Listed as O. B. Buchana – I'm Rowdy Rowdy (Starting All Over) · Watch on YouTube

youtube_video cyZYe45WCNI · row cyZYe45WCNI

LAION-DISCO-12M

Face Down

Listed as O. B. Buchana – Face Down (Face Down) · Watch on YouTube

youtube_video dUu61sl-O-Y · row dUu61sl-O-Y

LAION-DISCO-12M

Hate On

Listed as Beat Flippa, Pokey Bear, O.B. Buchana – Hate On (P.O.T.Y. (Producer Of The Year)) · Watch on YouTube

youtube_video eCnCuKlwRfE · row eCnCuKlwRfE

LAION-DISCO-12M

My Outside Woman

Listed as O. B. Buchana – My Outside Woman (Face Down) · Watch on YouTube

youtube_video h4ekHY9d_6M · row h4ekHY9d_6M

LAION-DISCO-12M

I Can't Choose

Listed as O. B. Buchana – I Can't Choose (Back Up Lover) · Watch on YouTube

youtube_video hBOW4_A34oc · row hBOW4_A34oc

LAION-DISCO-12M

Booty Scoot

Listed as O.B. Buchana – Booty Scoot (Beach Music Party) · Watch on YouTube

youtube_video iHg-z5BGsis · row iHg-z5BGsis

LAION-DISCO-12M

I'm Gonna Party Alone

Listed as O. B. Buchana – I'm Gonna Party Alone (I Can't Stop Drinkin') · Watch on YouTube

youtube_video iioSIZyKsLE · row iioSIZyKsLE

LAION-DISCO-12M

I'm Jody

Listed as O.B. Buchana – I'm Jody (I'm Jody) · Watch on YouTube

youtube_video jyoEIDOfuxQ · row jyoEIDOfuxQ

LAION-DISCO-12M

Mama You've Been Good

Listed as O. B. Buchana – Mama You've Been Good (Southern Soul Brother) · Watch on YouTube

youtube_video o2U52p978VQ · row o2U52p978VQ

LAION-DISCO-12M

You Don't Want a Good Man

Listed as O. B. Buchana – You Don't Want a Good Man (Mississippi Folks) · Watch on YouTube

youtube_video oUHYgx1GKCY · row oUHYgx1GKCY

LAION-DISCO-12M

I Can't Get You off of My Mind

Listed as O. B. Buchana – I Can't Get You off of My Mind (Starting All Over) · Watch on YouTube

youtube_video qwvOaIyqdzc · row qwvOaIyqdzc

LAION-DISCO-12M

Tootsie

Listed as O.B. Buchana – Tootsie (Tootsie) · Watch on YouTube

youtube_video r-YtCZxWtUc · row r-YtCZxWtUc

LAION-DISCO-12M

Until Next Time (Till Palmer Remix)

Listed as O. B. Buchana – Until Next Time (Till Palmer Remix) (Swing On) · Watch on YouTube

youtube_video uTdR_egHhwI · row uTdR_egHhwI

LAION-DISCO-12M

Slow Lick It

Listed as O. B. Buchana – Slow Lick It (It's My Time) · Watch on YouTube

youtube_video ue7CVCODbX0 · row ue7CVCODbX0

LAION-DISCO-12M

Did You Put Your Foot In It?

Listed as O. B. Buchana – Did You Put Your Foot In It? (It's My Time) · Watch on YouTube

youtube_video xX17QDFKCf8 · row xX17QDFKCf8

LAION-DISCO-12M

Swing On (John Ward Remix)

Listed as O. B. Buchana – Swing On (John Ward Remix) (Swing On) · Watch on YouTube

youtube_video z2alg1aJznc · row z2alg1aJznc

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.