Yes. Roberta Flack has 152 songs listed in a dataset used to train AI music models.

Used for training 152

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 Maybe, 'Till the Morning Comes, As Long As There's Christmas (End Title)

Listed under the artist name 152 songs in LAION-DISCO-12M

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

Maybe

Listed as Peabo Bryson, Roberta Flack – Maybe (Born To Love) · Watch on YouTube

youtube_video 0F8FjyUPusk · row 0F8FjyUPusk

LAION-DISCO-12M

'Till the Morning Comes

Listed as Roberta Flack – 'Till the Morning Comes (I'm the One) · Watch on YouTube

youtube_video 0rPRl5jhx8g · row 0rPRl5jhx8g

LAION-DISCO-12M

As Long As There's Christmas (End Title)

Listed as Peabo Bryson, Roberta Flack – As Long As There's Christmas (End Title) (Beauty and the Beast: The Enchanted Christmas (Original Soundtrack)) · Watch on YouTube

youtube_video 1akFf2PzJFE · row 1akFf2PzJFE

LAION-DISCO-12M

Angelitos Negros

Listed as Roberta Flack – Angelitos Negros (First Take) · Watch on YouTube

youtube_video 1tBI0YJjCtk · row 1tBI0YJjCtk

LAION-DISCO-12M

I (Who Have Nothing)

Listed as Roberta Flack, Donny Hathaway – I (Who Have Nothing) (Roberta Flack & Donny Hathaway) · Watch on YouTube

youtube_video 2YceJjhuduY · row 2YceJjhuduY

LAION-DISCO-12M

Ballad of the Sad Young Men

Listed as Roberta Flack – Ballad of the Sad Young Men (First Take) · Watch on YouTube

youtube_video 3vjR2K6208Q · row 3vjR2K6208Q

LAION-DISCO-12M

Jesse

Listed as Roberta Flack – Jesse (Killing Me Softly) · Watch on YouTube

youtube_video 69BON630PUw · row 69BON630PUw

LAION-DISCO-12M

Jesse

Listed as Roberta Flack – Jesse (Killing Me Softly With His Song) · Watch on YouTube

youtube_video 6vP0IoxNJWk · row 6vP0IoxNJWk

LAION-DISCO-12M

Come Ye Disconsolate

Listed as Roberta Flack, Donny Hathaway – Come Ye Disconsolate (Roberta Flack & Donny Hathaway) · Watch on YouTube

youtube_video 7h8hTomC_8M · row 7h8hTomC_8M

LAION-DISCO-12M

Be Real Black for Me

Listed as Roberta Flack, Donny Hathaway – Be Real Black for Me (Roberta Flack & Donny Hathaway) · Watch on YouTube

youtube_video ARdo-uPpadc · row ARdo-uPpadc

LAION-DISCO-12M

Set the Night to Music (Duet With Maxi Priest) (feat. Maxi Priest)

Listed as Roberta Flack with Maxi Priest – Set the Night to Music (Duet With Maxi Priest) (feat. Maxi Priest) (Set the Night to Music) · Watch on YouTube

youtube_video BNajXJ9ScbM · row BNajXJ9ScbM

LAION-DISCO-12M

I Told Jesus

Listed as Roberta Flack – I Told Jesus (First Take) · Watch on YouTube

youtube_video C39ltA1nvUc · row C39ltA1nvUc

LAION-DISCO-12M

No Tears (In the End)

Listed as Roberta Flack – No Tears (In the End) (Killing Me Softly) · Watch on YouTube

youtube_video Cd1rOIkfgKk · row Cd1rOIkfgKk

LAION-DISCO-12M

I'm the One

Listed as Roberta Flack – I'm the One (I'm the One) · Watch on YouTube

youtube_video CwI0OIWI94A · row CwI0OIWI94A

LAION-DISCO-12M

You Are My Heaven (feat. Donny Hathaway)

Listed as Roberta Flack – You Are My Heaven (feat. Donny Hathaway) (Roberta Flack Featuring Donny Hathaway) · Watch on YouTube

youtube_video EF0U9rDsA3s · row EF0U9rDsA3s

LAION-DISCO-12M

And so It Goes

Listed as Roberta Flack – And so It Goes (Oasis) · Watch on YouTube

youtube_video EglRsOhqSsc · row EglRsOhqSsc

LAION-DISCO-12M

Do What You Gotta Do

Listed as Roberta Flack – Do What You Gotta Do (Chapter Two) · Watch on YouTube

youtube_video Ekb_2NT_xFI · row Ekb_2NT_xFI

LAION-DISCO-12M

Don't Make Me Wait Too Long (feat. Donny Hathaway)

Listed as Roberta Flack – Don't Make Me Wait Too Long (feat. Donny Hathaway) (Roberta Flack Featuring Donny Hathaway) · Watch on YouTube

youtube_video IG4z41D8hN4 · row IG4z41D8hN4

LAION-DISCO-12M

Where Is the Love

Listed as Roberta Flack, Donny Hathaway – Where Is the Love (Roberta Flack & Donny Hathaway) · Watch on YouTube

youtube_video Ib_VBpyXcwE · row Ib_VBpyXcwE

LAION-DISCO-12M

You're Lookin' Like Love To Me

Listed as Peabo Bryson, Roberta Flack – You're Lookin' Like Love To Me (Born To Love) · Watch on YouTube

youtube_video L5GdqZxBexk · row L5GdqZxBexk

LAION-DISCO-12M

Making Love

Listed as Roberta Flack – Making Love (I'm the One) · Watch on YouTube

youtube_video LNJ8ks95wT4 · row LNJ8ks95wT4

LAION-DISCO-12M

Tryin' Times

Listed as Roberta Flack – Tryin' Times (First Take) · Watch on YouTube

youtube_video La8_flXOTrI · row La8_flXOTrI

LAION-DISCO-12M

Only Heaven Can Wait (For Love) (feat. Donny Hathaway)

Listed as Roberta Flack – Only Heaven Can Wait (For Love) (feat. Donny Hathaway) (Roberta Flack Featuring Donny Hathaway) · Watch on YouTube

youtube_video MtCLOKZektg · row MtCLOKZektg

LAION-DISCO-12M

If Ever I See You Again

Listed as Roberta Flack – If Ever I See You Again (Roberta Flack) · Watch on YouTube

youtube_video QagJBN2bXII · row QagJBN2bXII

LAION-DISCO-12M

You've Got a Friend

Listed as Roberta Flack, Donny Hathaway – You've Got a Friend (Roberta Flack & Donny Hathaway) · Watch on YouTube

youtube_video RwMlpBbvB_I · row RwMlpBbvB_I

LAION-DISCO-12M

Tonight I Celebrate My Love

Listed as Peabo Bryson, Roberta Flack – Tonight I Celebrate My Love (Born To Love) · Watch on YouTube

youtube_video SJq2-uSIQ5w · row SJq2-uSIQ5w

LAION-DISCO-12M

Sunday and Sister Jones

Listed as Roberta Flack – Sunday and Sister Jones (Quiet Fire) · Watch on YouTube

youtube_video SmoClCAbLzo · row SmoClCAbLzo

LAION-DISCO-12M

Children's Song

Listed as Roberta Flack – Children's Song (Bustin' Loose (Music From The Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video TKUp_3rC2KM · row TKUp_3rC2KM

LAION-DISCO-12M

The First Time Ever I Saw Your Face

Listed as Roberta Flack – The First Time Ever I Saw Your Face (First Take) · Watch on YouTube

youtube_video VqW-eO3jTVU · row VqW-eO3jTVU

LAION-DISCO-12M

You Make Me Feel Brand New

Listed as Roberta Flack – You Make Me Feel Brand New (Set the Night to Music) · Watch on YouTube

youtube_video XeEPr3hnIlw · row XeEPr3hnIlw

LAION-DISCO-12M

Love (Always Commands)

Listed as Roberta Flack – Love (Always Commands) (Bustin' Loose (Music From The Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video Zuk0FihCNjQ · row Zuk0FihCNjQ

LAION-DISCO-12M

It Might Be You

Listed as Roberta Flack – It Might Be You (Roberta) · Watch on YouTube

youtube_video a0CK1GcnJMc · row a0CK1GcnJMc

LAION-DISCO-12M

After You

Listed as Roberta Flack – After You (Blue Lights in the Basement) · Watch on YouTube

youtube_video ba3F9Po19F0 · row ba3F9Po19F0

LAION-DISCO-12M

Killing Me Softly With His Song

Listed as Roberta Flack – Killing Me Softly With His Song (Killing Me Softly With His Song) · Watch on YouTube

youtube_video cbFK2Qemgls · row cbFK2Qemgls

LAION-DISCO-12M

Until It's Time for You to Go

Listed as Roberta Flack – Until It's Time for You to Go (Chapter Two) · Watch on YouTube

youtube_video eSqhme7SKVU · row eSqhme7SKVU

LAION-DISCO-12M

For All We Know

Listed as Roberta Flack, Donny Hathaway – For All We Know (Roberta Flack & Donny Hathaway) · Watch on YouTube

youtube_video eyJu6kLzqEI · row eyJu6kLzqEI

LAION-DISCO-12M

Just When I Needed You

Listed as Roberta Flack – Just When I Needed You (Bustin' Loose (Music From The Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video gio8338Yy78 · row gio8338Yy78

LAION-DISCO-12M

Oasis

Listed as Roberta Flack – Oasis (Oasis) · Watch on YouTube

youtube_video hU9VQujOEag · row hU9VQujOEag

LAION-DISCO-12M

Bridge Over Troubled Water

Listed as Roberta Flack – Bridge Over Troubled Water (Quiet Fire) · Watch on YouTube

youtube_video hf0M_wM6T4k · row hf0M_wM6T4k

LAION-DISCO-12M

Back Together Again (feat. Donny Hathaway)

Listed as Roberta Flack – Back Together Again (feat. Donny Hathaway) (Roberta Flack Featuring Donny Hathaway) · Watch on YouTube

youtube_video iWotptfPnBU · row iWotptfPnBU

LAION-DISCO-12M

Will You Still Love Me Tomorrow

Listed as Roberta Flack – Will You Still Love Me Tomorrow (Quiet Fire) · Watch on YouTube

youtube_video k90ILIe3p_U · row k90ILIe3p_U

LAION-DISCO-12M

The Closer I Get to You

Listed as Roberta Flack, Donny Hathaway – The Closer I Get to You (Blue Lights in the Basement) · Watch on YouTube

youtube_video kgZOKpDoIs0 · row kgZOKpDoIs0

LAION-DISCO-12M

Hey, That's No Way to Say Goodbye

Listed as Roberta Flack – Hey, That's No Way to Say Goodbye (First Take) · Watch on YouTube

youtube_video kz38Vxkyow4 · row kz38Vxkyow4

LAION-DISCO-12M

Let It Be Me

Listed as Roberta Flack – Let It Be Me (Chapter Two) · Watch on YouTube

youtube_video l2Cw-ayAaJw · row l2Cw-ayAaJw

LAION-DISCO-12M

Killing Me Softly With His Song

Listed as Roberta Flack – Killing Me Softly With His Song (Killing Me Softly) · Watch on YouTube

youtube_video l2n167F0eBc · row l2n167F0eBc

LAION-DISCO-12M

Where Is the Love

Listed as Roberta Flack & Donny Hathaway, Donny Hathaway – Where Is the Love (Heartbreaking Pop) · Watch on YouTube

youtube_video liNh_gqBpbU · row liNh_gqBpbU

LAION-DISCO-12M

Gone Away

Listed as Roberta Flack – Gone Away (Chapter Two) · Watch on YouTube

youtube_video uCwlVODTi58 · row uCwlVODTi58

LAION-DISCO-12M

Compared to What

Listed as Roberta Flack – Compared to What (First Take) · Watch on YouTube

youtube_video wDUk9Lsy_yQ · row wDUk9Lsy_yQ

LAION-DISCO-12M

Feel Like Makin' Love

Listed as Roberta Flack – Feel Like Makin' Love (Feel Like Makin' Love) · Watch on YouTube

youtube_video ySlLq9t2qgc · row ySlLq9t2qgc

LAION-DISCO-12M

To Love Somebody

Listed as Roberta Flack – To Love Somebody (Quiet Fire) · Watch on YouTube

youtube_video zyg4lA7lUcI · row zyg4lA7lUcI

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.