Yes. Debbie Reynolds has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 French Heels, What's so Good About Good Morning, Raise a Ruckus Tonight

Listed under the artist name 150 songs in LAION-DISCO-12M

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

French Heels

Listed as Debbie Reynolds – French Heels (Tammy and the Bachelor: Extracts (Original Motion Picture Soundtrack, Mono Version)) · Watch on YouTube

youtube_video -8D8dbi9D4w · row -8D8dbi9D4w

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What's so Good About Good Morning

Listed as Debbie Reynolds – What's so Good About Good Morning (First Recordings, Vol. 1) · Watch on YouTube

youtube_video -MaDncVqLrc · row -MaDncVqLrc

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Raise a Ruckus Tonight

Listed as Alfred Newman, Debbie Reynolds – Raise a Ruckus Tonight (How the West Was Won (Original Film Soundtrack)) · Watch on YouTube

youtube_video -bHe9jw6klA · row -bHe9jw6klA

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Belly Up to the Bar, Boys

Listed as Debbie Reynolds – Belly Up to the Bar, Boys (The Unsinkable Molly Brown (Original Motion Picture Soundtrack) (Deluxe Version)) · Watch on YouTube

youtube_video 1YdkbM6gjSY · row 1YdkbM6gjSY

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With A Little Love (Just A Little Love)

Listed as Debbie Reynolds – With A Little Love (Just A Little Love) (Conversations) · Watch on YouTube

youtube_video 2uM4vS0z8zg · row 2uM4vS0z8zg

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Life Is Just A Bowl Of Cherries

Listed as Debbie Reynolds – Life Is Just A Bowl Of Cherries (Fine And Dandy) · Watch on YouTube

youtube_video 3qEUgv-dCj0 · row 3qEUgv-dCj0

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A Very Special Love

Listed as Debbie Reynolds – A Very Special Love (The Best Of Debbie Reynolds) · Watch on YouTube

youtube_video 65FmMLembeM · row 65FmMLembeM

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I Ain't Down Yet

Listed as Debbie Reynolds, Grover Dale, Gus Trikonis – I Ain't Down Yet (The Unsinkable Molly Brown (Original Motion Picture Soundtrack) (Deluxe Version)) · Watch on YouTube

youtube_video 6YBA_16GfeM · row 6YBA_16GfeM

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Life Has Its Funny Little Ups and Downs

Listed as Debbie Reynolds, Donald O'Connor, Noreen Corcoran – Life Has Its Funny Little Ups and Downs (I Love Melvin (Original Cast Recording)) · Watch on YouTube

youtube_video 7AKaXmGRvk8 · row 7AKaXmGRvk8

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Is Goodbye That Easy to Say

Listed as Debbie Reynolds – Is Goodbye That Easy to Say (Little Red Book) · Watch on YouTube

youtube_video 7BwDlsA-q2A · row 7BwDlsA-q2A

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Tammy

Listed as Debbie Reynolds – Tammy (Schlager Rallye) · Watch on YouTube

youtube_video 7TyMB2TLuFM · row 7TyMB2TLuFM

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Summer Romance

Listed as Debbie Reynolds – Summer Romance (Presenting Debbie Reynolds) · Watch on YouTube

youtube_video 897H8k4c59M · row 897H8k4c59M

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Happy Talk

Listed as Debbie Reynolds – Happy Talk (Debbie Selection) · Watch on YouTube

youtube_video 931An2QL13w · row 931An2QL13w

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Singin' in the Rain: Broadway Ballet

Listed as Gene Kelly, Debbie Reynolds, Donald O'Connor – Singin' in the Rain: Broadway Ballet (Vintage Hollywood Classics, Vol. 2: Singin’ in the Rain – The Barkleys of Broadway – Rich, Young and Pretty and others – Original Stars – Original Soundtracks) · Watch on YouTube

youtube_video 9X_PEx98Vck · row 9X_PEx98Vck

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I Cain't Say No/There Are Worse Things I Could Do/What I Did For Love Medley

Listed as Debbie Reynolds, Connie and Carla – I Cain't Say No/There Are Worse Things I Could Do/What I Did For Love Medley (Music From The Motion Picture "Connie and Carla") · Watch on YouTube

youtube_video AHj5fXu0j6g · row AHj5fXu0j6g

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Say One for Me

Listed as Bing Crosby, Debbie Reynolds, Robert Wagner – Say One for Me (Say One For Me (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video B80T3L5bcvg · row B80T3L5bcvg

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Singin' in the Rain 2

Listed as Debbie Reynolds – Singin' in the Rain 2 (Singin' in the Rain (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video EtULUnp4rL8 · row EtULUnp4rL8

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Good Morning (From "Singing in the Rain")

Listed as Gene Kelly, Donald O'Connor, Debbie Reynolds – Good Morning (From "Singing in the Rain") (Gene Kelly Double Bill - An American in Paris and Singin' in the Rain) · Watch on YouTube

youtube_video IcIgMI3fcvY · row IcIgMI3fcvY

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Gimme a Little Kiss

Listed as Debbie Reynolds – Gimme a Little Kiss (Fine and Dandy) · Watch on YouTube

youtube_video Jhd_t--bfkQ · row Jhd_t--bfkQ

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Zip-A-Dee-Doo-Dah

Listed as Debbie Reynolds – Zip-A-Dee-Doo-Dah (Fine And Dandy) · Watch on YouTube

youtube_video Kl-edeGxfd8 · row Kl-edeGxfd8

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Time After Time

Listed as Debbie Reynolds – Time After Time (Presenting Debbie Reynolds) · Watch on YouTube

youtube_video LfKLMmFWoe4 · row LfKLMmFWoe4

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We Have Never Met As Yet

Listed as Debbie Reynolds – We Have Never Met As Yet (Presenting Debbie Reynolds) · Watch on YouTube

youtube_video LzLmVUzg-iM · row LzLmVUzg-iM

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Moonglow

Listed as Debbie Reynolds – Moonglow (The Best Of Debbie Reynolds) · Watch on YouTube

youtube_video NU5p_745Uso · row NU5p_745Uso

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I'll Never Say No (Reprise)

Listed as Debbie Reynolds – I'll Never Say No (Reprise) (The Unsinkable Molly Brown (Original Motion Picture Soundtrack) (Deluxe Version)) · Watch on YouTube

youtube_video Ns8eIM39uiA · row Ns8eIM39uiA

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A Very Special Love

Listed as Debbie Reynolds – A Very Special Love (The Very Best Of) · Watch on YouTube

youtube_video PXuG9U8wAc8 · row PXuG9U8wAc8

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Raise a Ruckus

Listed as Debbie Reynolds – Raise a Ruckus (First Recordings, Vol. 2) · Watch on YouTube

youtube_video QSpFhZc1BLs · row QSpFhZc1BLs

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Irene - A Musical Comedy: Alice Blue Gown

Listed as Debbie Reynolds – Irene - A Musical Comedy: Alice Blue Gown (Irene) · Watch on YouTube

youtube_video RFDwvct38Ww · row RFDwvct38Ww

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Airport Medley

Listed as Debbie Reynolds, Connie and Carla, Nia Vardalos, Toni Collette – Airport Medley (Music From The Motion Picture "Connie and Carla") · Watch on YouTube

youtube_video SJLxfDmg_sA · row SJLxfDmg_sA

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It's a Small World

Listed as Debbie Reynolds – It's a Small World (It's a Small World) · Watch on YouTube

youtube_video VtqP32i3wpQ · row VtqP32i3wpQ

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City Lights

Listed as Debbie Reynolds – City Lights (Presenting Debbie Reynolds) · Watch on YouTube

youtube_video WJCHEVTbmdA · row WJCHEVTbmdA

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You Won't Be Satisfied

Listed as Debbie Reynolds – You Won't Be Satisfied (The Best Of Debbie Reynolds) · Watch on YouTube

youtube_video XHMoz8II85Q · row XHMoz8II85Q

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Fine And Dandy

Listed as Debbie Reynolds – Fine And Dandy (Fine And Dandy) · Watch on YouTube

youtube_video YyXDhy8vnPI · row YyXDhy8vnPI

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Join the Navy and Loo-Loo

Listed as Debbie Reynolds – Join the Navy and Loo-Loo (Hit the Deck (O.S.T - 1953)) · Watch on YouTube

youtube_video Z0IMY3CLVGE · row Z0IMY3CLVGE

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Aba Daba Honeymoon

Listed as Debbie Reynolds – Aba Daba Honeymoon (Am I That Easy To Forget?) · Watch on YouTube

youtube_video fnUSJxpofs4 · row fnUSJxpofs4

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Ask Me To Go Steady

Listed as Debbie Reynolds – Ask Me To Go Steady (Am I That Easy To Forget?) · Watch on YouTube

youtube_video hn5idXh_tZ4 · row hn5idXh_tZ4

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There Is Nothin' Like A Dame

Listed as Debbie Reynolds, Connie and Carla, Don Ackerman, The Belles of the Balls – There Is Nothin' Like A Dame (Music From The Motion Picture "Connie and Carla") · Watch on YouTube

youtube_video kW-_3RSiu7U · row kW-_3RSiu7U

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Irene - A Musical Comedy: I'm Always Chasing Rainbows

Listed as Debbie Reynolds – Irene - A Musical Comedy: I'm Always Chasing Rainbows (Irene) · Watch on YouTube

youtube_video kaRyn_nzWho · row kaRyn_nzWho

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Why Not Me

Listed as Debbie Reynolds – Why Not Me (Presenting Debbie Reynolds) · Watch on YouTube

youtube_video l3YiZ89LuqY · row l3YiZ89LuqY

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Music Box

Listed as Debbie Reynolds – Music Box (The Best Of Debbie Reynolds) · Watch on YouTube

youtube_video ltcenX1A5Eg · row ltcenX1A5Eg

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Tammy

Listed as Debbie Reynolds – Tammy (Good Morning) · Watch on YouTube

youtube_video oQVfekicb6Q · row oQVfekicb6Q

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Hey Jimmy Joe John Jim Jack!

Listed as Debbie Reynolds – Hey Jimmy Joe John Jim Jack! (The Best Of Debbie Reynolds) · Watch on YouTube

youtube_video oiD5yHXPN_M · row oiD5yHXPN_M

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I Never Felt Better

Listed as Debbie Reynolds – I Never Felt Better (Presenting Debbie Reynolds) · Watch on YouTube

youtube_video rOn0erVLy10 · row rOn0erVLy10

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Too Young To Love

Listed as Debbie Reynolds – Too Young To Love (Am I That Easy To Forget?) · Watch on YouTube

youtube_video sB3pHZuvIGg · row sB3pHZuvIGg

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A Man Chases a Girl

Listed as Debbie Reynolds – A Man Chases a Girl (Presenting Debbie Reynolds) · Watch on YouTube

youtube_video sxIGfwp5FUQ · row sxIGfwp5FUQ

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All About Love

Listed as Eddie Fisher, Debbie Reynolds – All About Love (Bundle of Joy) · Watch on YouTube

youtube_video tddpsuKPrmo · row tddpsuKPrmo

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Chrissy the Christmas Mouse

Listed as Debbie Reynolds, Donald O'Connor – Chrissy the Christmas Mouse (Snowy Christmas Night, Vol. 1) · Watch on YouTube

youtube_video tyJ3sovlKKA · row tyJ3sovlKKA

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Joey

Listed as Debbie Reynolds – Joey (The Best Of Debbie Reynolds) · Watch on YouTube

youtube_video uGCWwZGOwI8 · row uGCWwZGOwI8

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Row, Row, Row (from 'Two Weeks With Love')

Listed as Debbie Reynolds, Carleton Carpenter – Row, Row, Row (from 'Two Weeks With Love') (Spotlight On Debbie Reynolds) · Watch on YouTube

youtube_video u_okhMc9X-g · row u_okhMc9X-g

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Love Is a Thing

Listed as Debbie Reynolds – Love Is a Thing (Presenting Debbie Reynolds) · Watch on YouTube

youtube_video xBMr3_BG0wo · row xBMr3_BG0wo

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I’ve Got a Feelin’ You're Foolin’

Listed as Debbie Reynolds – I’ve Got a Feelin’ You're Foolin’ (Singin' in the Rain (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video znEgciKb37w · row znEgciKb37w

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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.