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 I Need a Drink, This Party Is A Mutha, Santa Bring My Baby Back

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.

I Need a Drink

Listed as O. B. Buchana – I Need a Drink (Face Down) · Watch on YouTube

youtube_video -hXPik7Kzng · row -hXPik7Kzng

LAION-DISCO-12M

This Party Is A Mutha

Listed as O. B. Buchana – This Party Is A Mutha (Southern Soul Country Boy) · Watch on YouTube

youtube_video 0pDUits2uHs · row 0pDUits2uHs

LAION-DISCO-12M

Santa Bring My Baby Back

Listed as O. B. Buchana – Santa Bring My Baby Back (I'm in a Party Mood for Christmas) · Watch on YouTube

youtube_video 1-M6qRLeeBU · row 1-M6qRLeeBU

LAION-DISCO-12M

One Way Love

Listed as O. B. Buchana – One Way Love (It's My Time) · Watch on YouTube

youtube_video 2Pjm30ViYGs · row 2Pjm30ViYGs

LAION-DISCO-12M

Getting You Ready for Me

Listed as O. B. Buchana – Getting You Ready for Me (Mississippi Folks) · Watch on YouTube

youtube_video 3h-0Af0ebtY · row 3h-0Af0ebtY

LAION-DISCO-12M

Turn It Up

Listed as O. B. Buchana – Turn It Up (Blues Mix, Vol. 13: Grown Folks Soul) · Watch on YouTube

youtube_video 3sfHcJGKYQ4 · row 3sfHcJGKYQ4

LAION-DISCO-12M

You've Been Good To Me

Listed as O. B. Buchana – You've Been Good To Me (It's My Time) · Watch on YouTube

youtube_video 4isroKQG3nI · row 4isroKQG3nI

LAION-DISCO-12M

Bedroom Eyes

Listed as O.B. Buchanan – Bedroom Eyes (Back Door Tipper) · Watch on YouTube

youtube_video 4o-djgsFxQk · row 4o-djgsFxQk

LAION-DISCO-12M

My Baby is a Sweet Thang

Listed as O. B. Buchana – My Baby is a Sweet Thang (Face Down) · Watch on YouTube

youtube_video 4p2IWDSjbMY · row 4p2IWDSjbMY

LAION-DISCO-12M

Tap It

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

youtube_video 4toncixT1HQ · row 4toncixT1HQ

LAION-DISCO-12M

Stage In the Sky

Listed as O. B. Buchana – Stage In the Sky (I Can't Stop Drinkin') · Watch on YouTube

youtube_video 4zoX4e6EUNM · row 4zoX4e6EUNM

LAION-DISCO-12M

Southern Soul Country Boy

Listed as O. B. Buchana – Southern Soul Country Boy (Southern Soul Country Boy) · Watch on YouTube

youtube_video 73RT8PxUM-Y · row 73RT8PxUM-Y

LAION-DISCO-12M

Bend It Over

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

youtube_video 7C3_OkmbWeE · row 7C3_OkmbWeE

LAION-DISCO-12M

Country Swinging

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

youtube_video AGdlerIZXqs · row AGdlerIZXqs

LAION-DISCO-12M

Like My Woman

Listed as O. B. Buchana – Like My Woman (I'm Gonna Sleep) · Watch on YouTube

youtube_video E7Y6JxTjZ0s · row E7Y6JxTjZ0s

LAION-DISCO-12M

Sweet Memories

Listed as O. B. Buchana – Sweet Memories (Southern Soul Country Boy) · Watch on YouTube

youtube_video EBc9rIiSDpE · row EBc9rIiSDpE

LAION-DISCO-12M

It Cost Me More Than I Gained

Listed as O. B. Buchana – It Cost Me More Than I Gained (That Thang Thang) · Watch on YouTube

youtube_video GobSgcc34iQ · row GobSgcc34iQ

LAION-DISCO-12M

Goody Good Good Stuff (Till Palmer Remix)

Listed as O. B. Buchana – Goody Good Good Stuff (Till Palmer Remix) (Parking Lot Love Affair) · Watch on YouTube

youtube_video GpY0_H-n9Pc · row GpY0_H-n9Pc

LAION-DISCO-12M

Mississippi Folks

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

youtube_video GwBawy2LlhI · row GwBawy2LlhI

LAION-DISCO-12M

Mississippi Swing

Listed as O. B. Buchana – Mississippi Swing (Southern Soul Party, vol. 2) · Watch on YouTube

youtube_video N4u7s6Y2edU · row N4u7s6Y2edU

LAION-DISCO-12M

It's My Time

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

youtube_video O4MR712pn1c · row O4MR712pn1c

LAION-DISCO-12M

Let Me Knock the Dust Off

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

youtube_video OyfNeI5-W_w · row OyfNeI5-W_w

LAION-DISCO-12M

Tasty Girl

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

youtube_video QQTHNBjS5Rc · row QQTHNBjS5Rc

LAION-DISCO-12M

Starting All Over

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

youtube_video Rki1XiGZkgE · row Rki1XiGZkgE

LAION-DISCO-12M

I'll Bump A Big Fat Woman

Listed as O. B. Buchana – I'll Bump A Big Fat Woman (Back Up Lover) · Watch on YouTube

youtube_video RnbsaDG_fZ8 · row RnbsaDG_fZ8

LAION-DISCO-12M

I Can't Stop Drinkin'

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

youtube_video RqOAa9wONW8 · row RqOAa9wONW8

LAION-DISCO-12M

I'm Gonna Change

Listed as O. B. Buchana – I'm Gonna Change (Southern Soul Country Boy) · Watch on YouTube

youtube_video SttqmbWu-48 · row SttqmbWu-48

LAION-DISCO-12M

Zydeco Lady

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

youtube_video WV2V--rtnWw · row WV2V--rtnWw

LAION-DISCO-12M

Booty Scoot (remix)

Listed as O.B. Buchana – Booty Scoot (remix) (Blues Mix vol. 5: Blues Party Time) · Watch on YouTube

youtube_video WufzEL2nWa4 · row WufzEL2nWa4

LAION-DISCO-12M

Don't Say Goodbye

Listed as O. B. Buchana – Don't Say Goodbye (Southern Soul Brother) · Watch on YouTube

youtube_video b0MGExgPoQo · row b0MGExgPoQo

LAION-DISCO-12M

I'm About To Lose My Woman To My Wife

Listed as O. B. Buchana – I'm About To Lose My Woman To My Wife (Back Up Lover) · Watch on YouTube

youtube_video c__P4DNjG8M · row c__P4DNjG8M

LAION-DISCO-12M

You Said

Listed as O. B. Buchana – You Said (Starting All Over) · Watch on YouTube

youtube_video hNK9fLvn1T0 · row hNK9fLvn1T0

LAION-DISCO-12M

Both In the Wrong

Listed as O. B. Buchana – Both In the Wrong (Soul Blues Hits: Vol. 4) · Watch on YouTube

youtube_video hxNYw4P078M · row hxNYw4P078M

LAION-DISCO-12M

Rooster Rooster Guinea Guinea

Listed as O. B. Buchana – Rooster Rooster Guinea Guinea (Mississippi Folks) · Watch on YouTube

youtube_video is12E25oDmI · row is12E25oDmI

LAION-DISCO-12M

Mind Your Own Business

Listed as O. B. Buchana – Mind Your Own Business (Let Me Knock the Dust Off) · Watch on YouTube

youtube_video jyM_pwnxrvc · row jyM_pwnxrvc

LAION-DISCO-12M

You Do It Right

Listed as O. B. Buchana – You Do It Right (Starting All Over) · Watch on YouTube

youtube_video kWrcPyAWp9k · row kWrcPyAWp9k

LAION-DISCO-12M

Las Vegas Mississippi

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

youtube_video lWUFgCEXWa0 · row lWUFgCEXWa0

LAION-DISCO-12M

Tear It Up

Listed as O. B. Buchana – Tear It Up (Southern Soul Brother) · Watch on YouTube

youtube_video mjjcs7jxrOQ · row mjjcs7jxrOQ

LAION-DISCO-12M

Hot Doggin' Cold Lovin'

Listed as O. B. Buchana – Hot Doggin' Cold Lovin' (Face Down) · Watch on YouTube

youtube_video mlH1nQ3SDAw · row mlH1nQ3SDAw

LAION-DISCO-12M

A Woman Ain't No Fool

Listed as O. B. Buchana – A Woman Ain't No Fool (That Thang Thang) · Watch on YouTube

youtube_video nGrW2QkgYwQ · row nGrW2QkgYwQ

LAION-DISCO-12M

We Don't Get Along Until We Gettin' It On

Listed as O. B. Buchana – We Don't Get Along Until We Gettin' It On (That Thang Thang) · Watch on YouTube

youtube_video qP0s5wpfkGQ · row qP0s5wpfkGQ

LAION-DISCO-12M

The Blues Is My Thang

Listed as O. B. Buchana – The Blues Is My Thang (Southern Soul Country Boy) · Watch on YouTube

youtube_video r6mmDVyeMfk · row r6mmDVyeMfk

LAION-DISCO-12M

Bet U Got a Good Un

Listed as O. B. Buchana – Bet U Got a Good Un (Southern Soul Brother) · Watch on YouTube

youtube_video rLv2L1BeI8k · row rLv2L1BeI8k

LAION-DISCO-12M

I Hump It

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

youtube_video s5ueZcXAOwg · row s5ueZcXAOwg

LAION-DISCO-12M

Stealing It

Listed as O. B. Buchana – Stealing It (Southern Soul Country Boy) · Watch on YouTube

youtube_video sJoZavw9JRc · row sJoZavw9JRc

LAION-DISCO-12M

Southern Soul Brothers

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

youtube_video vYNGoYTWt1U · row vYNGoYTWt1U

LAION-DISCO-12M

Step Till the Morning Light

Listed as O. B. Buchana – Step Till the Morning Light (Face Down) · Watch on YouTube

youtube_video xOBsAsFk9Gw · row xOBsAsFk9Gw

LAION-DISCO-12M

You're Welcome to the Party

Listed as O. B. Buchana – You're Welcome to the Party (Pop Yo' Bottle) · Watch on YouTube

youtube_video xwOSaJ3oxa4 · row xwOSaJ3oxa4

LAION-DISCO-12M

I'll Be Your Shugga Daddy

Listed as O. B. Buchana – I'll Be Your Shugga Daddy (Southern Soul Country Boy) · Watch on YouTube

youtube_video xxfenrIO-Nk · row xxfenrIO-Nk

LAION-DISCO-12M

Body Drain

Listed as O. B. Buchana – Body Drain (Mississippi Folks) · Watch on YouTube

youtube_video yGQb4EQ4xT0 · row yGQb4EQ4xT0

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.