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 Baby I Love You, All Caught up in Love, Never Loved Before

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.

Baby I Love You

Listed as Roberta Flack, Donny Hathaway – Baby I Love You (Roberta Flack & Donny Hathaway) · Watch on YouTube

youtube_video 0sHflsJPxsI · row 0sHflsJPxsI

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All Caught up in Love

Listed as Roberta Flack – All Caught up in Love (Oasis) · Watch on YouTube

youtube_video 1KKRsS-UPqs · row 1KKRsS-UPqs

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Never Loved Before

Listed as Roberta Flack – Never Loved Before (I'm the One) · Watch on YouTube

youtube_video 20ZJj9qLVlw · row 20ZJj9qLVlw

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River

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

youtube_video 20wyzlI8nK8 · row 20wyzlI8nK8

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God Don't Like Ugly (feat. Donny Hathaway)

Listed as Roberta Flack – God Don't Like Ugly (feat. Donny Hathaway) (Roberta Flack Featuring Donny Hathaway) · Watch on YouTube

youtube_video 2h1c0mG_aSA · row 2h1c0mG_aSA

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Can We Find Love Again

Listed as Peabo Bryson, Roberta Flack – Can We Find Love Again (Born To Love) · Watch on YouTube

youtube_video 3mn2yuiMfaQ · row 3mn2yuiMfaQ

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Heaven Above Me

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

youtube_video 7x251wXwRp4 · row 7x251wXwRp4

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Happiness

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

youtube_video 8drkSANsot0 · row 8drkSANsot0

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Feelin' That Glow

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

youtube_video CezqtGNA3no · row CezqtGNA3no

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Let Them Talk

Listed as Roberta Flack – Let Them Talk (Quiet Fire) · Watch on YouTube

youtube_video K7CxeFmNyXI · row K7CxeFmNyXI

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My Love for You

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

youtube_video Ld41s_0P_f8 · row Ld41s_0P_f8

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Only Heaven Can Wait (For Love) / You Are My Heaven [Live Version]

Listed as Roberta Flack, Peabo Bryson – Only Heaven Can Wait (For Love) / You Are My Heaven [Live Version] (Live & More) · Watch on YouTube

youtube_video M7ivz6t2kIg · row M7ivz6t2kIg

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Mood

Listed as Roberta Flack, Donny Hathaway – Mood (Roberta Flack & Donny Hathaway) · Watch on YouTube

youtube_video MTXSg0HbCqM · row MTXSg0HbCqM

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I Can See the Sun in Late December

Listed as Roberta Flack – I Can See the Sun in Late December (Feel Like Makin' Love) · Watch on YouTube

youtube_video NcDBwb296ik · row NcDBwb296ik

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Mr. Magic

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

youtube_video Ql0S2GPVXKI · row Ql0S2GPVXKI

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She Came Home Blameless

Listed as Roberta Flack, Valerie Simpson, Ebonie Smith – She Came Home Blameless (She Came Home Blameless) · Watch on YouTube

youtube_video QzcYW7PuU-U · row QzcYW7PuU-U

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Born To Love

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

youtube_video STeVV1jQtwA · row STeVV1jQtwA

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The First Time I Ever Saw Your Face

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

youtube_video Sg7kDbwx0o4 · row Sg7kDbwx0o4

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Go up Moses

Listed as Roberta Flack – Go up Moses (Quiet Fire) · Watch on YouTube

youtube_video T2uN_nfMEc8 · row T2uN_nfMEc8

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Suzanne

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

youtube_video Ud9KV-2ro_g · row Ud9KV-2ro_g

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The Gift

Listed as Peabo Bryson, Roberta Flack – The Gift (Unconditional Love) · Watch on YouTube

youtube_video Uko-LEIQuSo · row Uko-LEIQuSo

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Feel Like Makin' Love

Listed as Roberta Flack – Feel Like Makin' Love (Mellow Grooves & Late Nite Moods) · Watch on YouTube

youtube_video VMAQFCRRV40 · row VMAQFCRRV40

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When Love Has Grown

Listed as Roberta Flack, Donny Hathaway – When Love Has Grown (Roberta Flack & Donny Hathaway) · Watch on YouTube

youtube_video XadfAe1OyUo · row XadfAe1OyUo

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See You Then

Listed as Roberta Flack – See You Then (Quiet Fire) · Watch on YouTube

youtube_video XwleR1TgVAY · row XwleR1TgVAY

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Reverend Lee

Listed as Roberta Flack – Reverend Lee (Chapter Two) · Watch on YouTube

youtube_video YKimovJj4EI · row YKimovJj4EI

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Uh-Uh Ooh-Ooh Look Out (Here It Comes)

Listed as Roberta Flack – Uh-Uh Ooh-Ooh Look Out (Here It Comes) (Oasis) · Watch on YouTube

youtube_video YkAngpG8Qss · row YkAngpG8Qss

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When You Smile

Listed as Roberta Flack – When You Smile (Killing Me Softly) · Watch on YouTube

youtube_video _XOi5XQJ8PI · row _XOi5XQJ8PI

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Killing Me Softly With His Song (Ben Liebrand DJ Mix)

Listed as Roberta Flack – Killing Me Softly With His Song (Ben Liebrand DJ Mix) (Killing Me Softly With His Song (Ben Liebrand Rework)) · Watch on YouTube

youtube_video a8Co3Ag4iPI · row a8Co3Ag4iPI

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This Time I'll Be Sweeter

Listed as Roberta Flack – This Time I'll Be Sweeter (Blue Lights in the Basement) · Watch on YouTube

youtube_video bUoBNFvoX_I · row bUoBNFvoX_I

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If Only for One Night (Live Version)

Listed as Roberta Flack, Peabo Bryson – If Only for One Night (Live Version) (Live & More) · Watch on YouTube

youtube_video cs5-kfa8YpM · row cs5-kfa8YpM

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Feel Like Makin' Love

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

youtube_video d2Fc37DKIJg · row d2Fc37DKIJg

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Stay with Me (feat. Donny Hathaway)

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

youtube_video dvGN8anM4LQ · row dvGN8anM4LQ

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Where Is the Love (Ben Liebrand DJ Mix)

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

youtube_video fl1dQAoQpEI · row fl1dQAoQpEI

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Summertime

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

youtube_video gBtyKfRjnJM · row gBtyKfRjnJM

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You've Lost That Lovin' Feelin'

Listed as Roberta Flack, Donny Hathaway – You've Lost That Lovin' Feelin' (Roberta Flack & Donny Hathaway) · Watch on YouTube

youtube_video gXCCgwLm7Bo · row gXCCgwLm7Bo

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Blame It On Me

Listed as Peabo Bryson, Roberta Flack – Blame It On Me (Born To Love) · Watch on YouTube

youtube_video hm5_KwtKboU · row hm5_KwtKboU

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Conversation Love

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

youtube_video huw3-2Suw1Q · row huw3-2Suw1Q

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Trade Winds (Tom Moulton Mix)

Listed as Roberta Flack – Trade Winds (Tom Moulton Mix) (The Very Best of Roberta Flack) · Watch on YouTube

youtube_video jOy1UpyTyaA · row jOy1UpyTyaA

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Our Ages or Our Hearts

Listed as Roberta Flack – Our Ages or Our Hearts (First Take) · Watch on YouTube

youtube_video k3Cu5kJZO9k · row k3Cu5kJZO9k

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Sweet Bitter Love

Listed as Roberta Flack – Sweet Bitter Love (Quiet Fire) · Watch on YouTube

youtube_video l0Xcv6fPkYo · row l0Xcv6fPkYo

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I Wanted It Too

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

youtube_video lYuvQAJ1O-U · row lYuvQAJ1O-U

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In the Name of Love

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

youtube_video mbRBiNeBEgU · row mbRBiNeBEgU

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I Just Came Here To Dance

Listed as Peabo Bryson, Roberta Flack – I Just Came Here To Dance (Born To Love) · Watch on YouTube

youtube_video rRT10ucbl-I · row rRT10ucbl-I

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You Stopped Loving Me

Listed as Roberta Flack – You Stopped Loving Me (Bustin' Loose (Music From The Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video sjIgq0C2Yyc · row sjIgq0C2Yyc

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When Someone Tears Your Heart in Two

Listed as Roberta Flack – When Someone Tears Your Heart in Two (Set the Night to Music) · Watch on YouTube

youtube_video tt_HDBuZZSI · row tt_HDBuZZSI

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I'm the Girl

Listed as Roberta Flack – I'm the Girl (Killing Me Softly) · Watch on YouTube

youtube_video uqtQ_z2dXzU · row uqtQ_z2dXzU

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Just Like a Woman

Listed as Roberta Flack – Just Like a Woman (Chapter Two) · Watch on YouTube

youtube_video w8J2P38P5tk · row w8J2P38P5tk

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Lovin' You (Is Such An Easy Thang To Do)

Listed as Roberta Flack – Lovin' You (Is Such An Easy Thang To Do) (Bustin' Loose (Music From The Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video zRP_ijva9yg · row zRP_ijva9yg

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Suzanne

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

youtube_video zi1kQnayi7E · row zi1kQnayi7E

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Love and Let Love

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

youtube_video zqZ46ttz7fU · row zqZ46ttz7fU

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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.