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 My Foolish Heart, Why Don't You Move in with Me, Make the World Stand Still (Live Version)

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.

My Foolish Heart

Listed as Roberta Flack – My Foolish Heart (Set the Night to Music) · Watch on YouTube

youtube_video -eTENTe5nYY · row -eTENTe5nYY

LAION-DISCO-12M

Why Don't You Move in with Me

Listed as Roberta Flack – Why Don't You Move in with Me (Blue Lights in the Basement) · Watch on YouTube

youtube_video 00sOmHZdWtw · row 00sOmHZdWtw

LAION-DISCO-12M

Make the World Stand Still (Live Version)

Listed as Roberta Flack, Peabo Bryson – Make the World Stand Still (Live Version) (Live & More) · Watch on YouTube

youtube_video 27u_EqtUyVI · row 27u_EqtUyVI

LAION-DISCO-12M

River

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

youtube_video 3kvkMzaZkao · row 3kvkMzaZkao

LAION-DISCO-12M

Won't You Be My Neighbor?

Listed as Roberta Flack – Won't You Be My Neighbor? (Songs from the Neighborhood: The Music of Mister Rogers) · Watch on YouTube

youtube_video 4VzMQvscTc4 · row 4VzMQvscTc4

LAION-DISCO-12M

Comin' Alive

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

youtube_video 4qki8PvXFLY · row 4qki8PvXFLY

LAION-DISCO-12M

Hey Jude

Listed as Roberta Flack – Hey Jude (Let It Be Roberta - Roberta Flack Sings The Beatles) · Watch on YouTube

youtube_video 518xfkkiTP8 · row 518xfkkiTP8

LAION-DISCO-12M

In My Life

Listed as Roberta Flack – In My Life (Let It Be Roberta - Roberta Flack Sings The Beatles) · Watch on YouTube

youtube_video 5es6MAV9SnU · row 5es6MAV9SnU

LAION-DISCO-12M

Trade Winds (2020 Remaster)

Listed as Roberta Flack – Trade Winds (2020 Remaster) (First Take (Deluxe Edition)) · Watch on YouTube

youtube_video 6uLODMGIT_Y · row 6uLODMGIT_Y

LAION-DISCO-12M

O-o-h Child (2021 Remaster)

Listed as Roberta Flack – O-o-h Child (2021 Remaster) (Quiet Fire (50th Anniversary Edition; 2021 Remaster)) · Watch on YouTube

youtube_video 9VWJzHpEFf8 · row 9VWJzHpEFf8

LAION-DISCO-12M

Feel Like Makin' Love (Live Version)

Listed as Roberta Flack, Peabo Bryson – Feel Like Makin' Love (Live Version) (Live & More) · Watch on YouTube

youtube_video 9qiGfBtThxU · row 9qiGfBtThxU

LAION-DISCO-12M

You Know What It's Like

Listed as Roberta Flack – You Know What It's Like (Oasis) · Watch on YouTube

youtube_video C4xsYZjemqQ · row C4xsYZjemqQ

LAION-DISCO-12M

The Closer I Get to You

Listed as Roberta Flack – The Closer I Get to You (The Soul of Roberta Flack) · Watch on YouTube

youtube_video CPYku_cGJF0 · row CPYku_cGJF0

LAION-DISCO-12M

Where I'll Find You

Listed as Roberta Flack – Where I'll Find You (Blue Lights in the Basement) · Watch on YouTube

youtube_video CXwlelc5ItQ · row CXwlelc5ItQ

LAION-DISCO-12M

My Someone to Love

Listed as Roberta Flack – My Someone to Love (Oasis) · Watch on YouTube

youtube_video CykI92SAtEg · row CykI92SAtEg

LAION-DISCO-12M

You Who Brought Me Love

Listed as Roberta Flack – You Who Brought Me Love (Oasis) · Watch on YouTube

youtube_video F5up8rY0dDk · row F5up8rY0dDk

LAION-DISCO-12M

More Than Everything (Live Version)

Listed as Roberta Flack, Peabo Bryson – More Than Everything (Live Version) (Live & More) · Watch on YouTube

youtube_video FWAjnj3ZRrQ · row FWAjnj3ZRrQ

LAION-DISCO-12M

The Impossible Dream

Listed as Roberta Flack – The Impossible Dream (Chapter Two) · Watch on YouTube

youtube_video H24wcLTj0BQ · row H24wcLTj0BQ

LAION-DISCO-12M

Ordinary Man

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

youtube_video HIWY8ExmMX8 · row HIWY8ExmMX8

LAION-DISCO-12M

Love in Every Season / I Believe in You (Live Version)

Listed as Roberta Flack, Peabo Bryson – Love in Every Season / I Believe in You (Live Version) (Live & More) · Watch on YouTube

youtube_video LnSG7vHNBis · row LnSG7vHNBis

LAION-DISCO-12M

Shock to My System

Listed as Roberta Flack – Shock to My System (Oasis) · Watch on YouTube

youtube_video MAWl09sn4ZY · row MAWl09sn4ZY

LAION-DISCO-12M

Qual E Malindrinho (Why Are You So Bad)

Listed as Roberta Flack – Qual E Malindrinho (Why Are You So Bad) (Bustin' Loose (Music From The Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video Mj411QsjoG0 · row Mj411QsjoG0

LAION-DISCO-12M

Thrill Is Gone

Listed as Roberta Flack – Thrill Is Gone (Roberta) · Watch on YouTube

youtube_video QT-KHb4CgXA · row QT-KHb4CgXA

LAION-DISCO-12M

Something Magic

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

youtube_video QhphAorya7Q · row QhphAorya7Q

LAION-DISCO-12M

I'd Like to Be Baby to You

Listed as Roberta Flack – I'd Like to Be Baby to You (Blue Lights in the Basement) · Watch on YouTube

youtube_video R-U8RLPiAfo · row R-U8RLPiAfo

LAION-DISCO-12M

Disguises (feat. Donny Hathaway)

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

youtube_video WfZ9zAG_5SI · row WfZ9zAG_5SI

LAION-DISCO-12M

Rollin' On

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

youtube_video Wl7NtcWRIbI · row Wl7NtcWRIbI

LAION-DISCO-12M

Where Is the Love (Ben Liebrand Radio Rework)

Listed as Roberta Flack, Donny Hathaway – Where Is the Love (Ben Liebrand Radio Rework) (Where Is the Love (Ben Liebrand Rework)) · Watch on YouTube

youtube_video YdTe-arN9E0 · row YdTe-arN9E0

LAION-DISCO-12M

Early Ev'ry Midnite

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

youtube_video _IjtqeUo8Cg · row _IjtqeUo8Cg

LAION-DISCO-12M

We Can Work It Out

Listed as Roberta Flack – We Can Work It Out (We Can Work It Out) · Watch on YouTube

youtube_video _ve7E4xDgv4 · row _ve7E4xDgv4

LAION-DISCO-12M

What a Woman Really Means

Listed as Roberta Flack – What a Woman Really Means (Roberta Flack) · Watch on YouTube

youtube_video dv9wcWYA0w0 · row dv9wcWYA0w0

LAION-DISCO-12M

Killing Me Softly With His Song (Relax 1) [Soundscape]

Listed as Roberta Flack, Endel – Killing Me Softly With His Song (Relax 1) [Soundscape] (Killing Me Softly With His Song (Endel Relax Soundscape)) · Watch on YouTube

youtube_video g9Hj2U312bo · row g9Hj2U312bo

LAION-DISCO-12M

(His Name) Brazil

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

youtube_video grLnPp-xO7Y · row grLnPp-xO7Y

LAION-DISCO-12M

Some Gospel According to Matthew

Listed as Roberta Flack – Some Gospel According to Matthew (Feel Like Makin' Love) · Watch on YouTube

youtube_video h2-pNhIP0wI · row h2-pNhIP0wI

LAION-DISCO-12M

Feel the Fire (Live Version)

Listed as Roberta Flack, Peabo Bryson – Feel the Fire (Live Version) (Live & More) · Watch on YouTube

youtube_video i5JHlCfjSHE · row i5JHlCfjSHE

LAION-DISCO-12M

Killing Me Softly with His Song (Live Version)

Listed as Roberta Flack, Peabo Bryson – Killing Me Softly with His Song (Live Version) (Live & More) · Watch on YouTube

youtube_video k3VyJutZezs · row k3VyJutZezs

LAION-DISCO-12M

Back Together Again (Live Version)

Listed as Roberta Flack, Peabo Bryson – Back Together Again (Live Version) (Live & More) · Watch on YouTube

youtube_video kfMnK3cNjKw · row kfMnK3cNjKw

LAION-DISCO-12M

And so It Goes (Reprise)

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

youtube_video kraM5zYoZnY · row kraM5zYoZnY

LAION-DISCO-12M

25th of Last December

Listed as Roberta Flack – 25th of Last December (Blue Lights in the Basement) · Watch on YouTube

youtube_video lNobo7jHLYk · row lNobo7jHLYk

LAION-DISCO-12M

Fine, Fine Day

Listed as Roberta Flack – Fine, Fine Day (Blue Lights in the Basement) · Watch on YouTube

youtube_video luuWpzxNHNM · row luuWpzxNHNM

LAION-DISCO-12M

Unforgettable

Listed as Roberta Flack – Unforgettable (Set the Night to Music) · Watch on YouTube

youtube_video m8pxrbdKU68 · row m8pxrbdKU68

LAION-DISCO-12M

You Are Everything

Listed as Roberta Flack – You Are Everything (Roberta Flack) · Watch on YouTube

youtube_video o24e0k66zCI · row o24e0k66zCI

LAION-DISCO-12M

Let's Stay Together

Listed as Roberta Flack – Let's Stay Together (Roberta) · Watch on YouTube

youtube_video pT-mnAVxVXc · row pT-mnAVxVXc

LAION-DISCO-12M

The Waiting Game

Listed as Roberta Flack – The Waiting Game (Set the Night to Music) · Watch on YouTube

youtube_video qI8aQPvDRhk · row qI8aQPvDRhk

LAION-DISCO-12M

Something Your Heart Has Been Telling Me

Listed as Roberta Flack – Something Your Heart Has Been Telling Me (Set the Night to Music) · Watch on YouTube

youtube_video qr66-RT9Ie0 · row qr66-RT9Ie0

LAION-DISCO-12M

Reverend Lee

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

youtube_video rpez4AyeKJw · row rpez4AyeKJw

LAION-DISCO-12M

Killing Me Softly With His Song (DJ Spinna Remix)

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

youtube_video sn2CihKQoGQ · row sn2CihKQoGQ

LAION-DISCO-12M

Come Share My Love

Listed as Roberta Flack – Come Share My Love (Roberta Flack) · Watch on YouTube

youtube_video vnd-Y_W4lzk · row vnd-Y_W4lzk

LAION-DISCO-12M

Ballad Of The Sad Young Men (Live)

Listed as Roberta Flack – Ballad Of The Sad Young Men (Live) (Boboquivari (Live L.A '70)) · Watch on YouTube

youtube_video xnhdW0RyNkw · row xnhdW0RyNkw

LAION-DISCO-12M

Don't Make Me Wait Too Long (Live Version)

Listed as Roberta Flack, Peabo Bryson – Don't Make Me Wait Too Long (Live Version) (Live & More) · Watch on YouTube

youtube_video zWGJeVgdT2U · row zWGJeVgdT2U

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.