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 A Shine On Your Shoes, S'posin' (from "Debbie"), Never Mind the Noise in the Market

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.

A Shine On Your Shoes

Listed as Debbie Reynolds – A Shine On Your Shoes (Fine And Dandy) · Watch on YouTube

youtube_video -bNF-Wfa-zs · row -bNF-Wfa-zs

LAION-DISCO-12M

S'posin' (from "Debbie")

Listed as Debbie Reynolds – S'posin' (from "Debbie") (Debbie / Am I That Easy to Forget?) · Watch on YouTube

youtube_video 0_G0rjfhKoI · row 0_G0rjfhKoI

LAION-DISCO-12M

Never Mind the Noise in the Market

Listed as Debbie Reynolds – Never Mind the Noise in the Market (From Debbie with Love) · Watch on YouTube

youtube_video 1cv63KMl2VY · row 1cv63KMl2VY

LAION-DISCO-12M

This Happy Feeling

Listed as Debbie Reynolds – This Happy Feeling (60 Timeless Songs) · Watch on YouTube

youtube_video 2U3rtM5j0mQ · row 2U3rtM5j0mQ

LAION-DISCO-12M

Here I Am In Love Again

Listed as Debbie Reynolds – Here I Am In Love Again (Here I Am In Love Again) · Watch on YouTube

youtube_video 53TQZMxcE1c · row 53TQZMxcE1c

LAION-DISCO-12M

Hooray For Love

Listed as Debbie Reynolds – Hooray For Love (Here I Am In Love Again) · Watch on YouTube

youtube_video 5mhLCy0cOOY · row 5mhLCy0cOOY

LAION-DISCO-12M

Bundle of Joy Overture

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

youtube_video 8Yqn52bEi9I · row 8Yqn52bEi9I

LAION-DISCO-12M

Irene - A Musical Comedy: Mother, Angel, Darling

Listed as Debbie Reynolds, Patsy Kelly – Irene - A Musical Comedy: Mother, Angel, Darling (Irene) · Watch on YouTube

youtube_video Bt84XXqkr5o · row Bt84XXqkr5o

LAION-DISCO-12M

It Started with a Kiss

Listed as Debbie Reynolds – It Started with a Kiss (From Debbie with Love) · Watch on YouTube

youtube_video CHADCSZHAFg · row CHADCSZHAFg

LAION-DISCO-12M

I Ain't Down Yet (Reprise)

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

youtube_video Eed419Fui0M · row Eed419Fui0M

LAION-DISCO-12M

I ain't Down Yet

Listed as Harve Presnell, Debbie Reynolds – I ain't Down Yet (The Unsinkable Molly Brown (original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video G5HVuCAzy_4 · row G5HVuCAzy_4

LAION-DISCO-12M

Satisfied - Part II

Listed as Debbie Reynolds – Satisfied - Part II (60 Timeless Songs) · Watch on YouTube

youtube_video GTmyFo_UR5E · row GTmyFo_UR5E

LAION-DISCO-12M

Singin' in the Rain: All I do Is dream of you

Listed as Gene Kelly, Debbie Reynolds, Donald O'Connor – Singin' in the Rain: All I do Is dream of you (Movie Highlights Soundtracks, Vol. 7) · Watch on YouTube

youtube_video HIGWGfXwCdA · row HIGWGfXwCdA

LAION-DISCO-12M

Just For A Touch Of Your Love

Listed as Debbie Reynolds – Just For A Touch Of Your Love (Am I That Easy To Forget?) · Watch on YouTube

youtube_video I6vvdHFNPLk · row I6vvdHFNPLk

LAION-DISCO-12M

Here I Am In Love Again

Listed as Debbie Reynolds – Here I Am In Love Again (The Best Of Debbie Reynolds) · Watch on YouTube

youtube_video KArpRMES_Pg · row KArpRMES_Pg

LAION-DISCO-12M

All I Do Is Dream of You - Reprise

Listed as Debbie Reynolds – All I Do Is Dream of You - Reprise (Singin' in the Rain (Original Film Soundtrack)) · Watch on YouTube

youtube_video KnjDonfp2KI · row KnjDonfp2KI

LAION-DISCO-12M

And There You Are

Listed as Debbie Reynolds, Donald O'Connor, Noreen Corcoran – And There You Are (I Love Melvin (Original Cast Recording)) · Watch on YouTube

youtube_video NG26UopTRKM · row NG26UopTRKM

LAION-DISCO-12M

Irene - A Musical Comedy: You Made Me Love You

Listed as Monte Markham, Debbie Reynolds – Irene - A Musical Comedy: You Made Me Love You (Irene) · Watch on YouTube

youtube_video NxJpWGZR6po · row NxJpWGZR6po

LAION-DISCO-12M

Where Did You Learn To Dance?

Listed as Debbie Reynolds, Donald O'Connor – Where Did You Learn To Dance? (I Love Melvin (Original Film Soundtrack)) · Watch on YouTube

youtube_video QcRXYP1btZg · row QcRXYP1btZg

LAION-DISCO-12M

I Wanna Wander (Alternate Version)

Listed as Debbie Reynolds, Donald O'Connor, Noreen Corcoran – I Wanna Wander (Alternate Version) (I Love Melvin (Original Cast Recording)) · Watch on YouTube

youtube_video QgCMttbEs9I · row QgCMttbEs9I

LAION-DISCO-12M

Love Can Change the Stars (From 'The Daughter of the Regiment' Original Soundtrack)

Listed as Debbie Reynolds, Jane Powell – Love Can Change the Stars (From 'The Daughter of the Regiment' Original Soundtrack) (Hollywood (100 Hits)) · Watch on YouTube

youtube_video Qo7R9M8Mbmo · row Qo7R9M8Mbmo

LAION-DISCO-12M

I Like The Likes Of You

Listed as Debbie Reynolds – I Like The Likes Of You (Here I Am In Love Again) · Watch on YouTube

youtube_video RRRPrqA-Ihk · row RRRPrqA-Ihk

LAION-DISCO-12M

Singin' in the Rain: You are my Lucky Star

Listed as Gene Kelly, Debbie Reynolds, Donald O'Connor – Singin' in the Rain: You are my Lucky Star (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 Rmt1tTY0WVs · row Rmt1tTY0WVs

LAION-DISCO-12M

I Can't Love You Anymore

Listed as Debbie Reynolds – I Can't Love You Anymore (Presenting Debbie Reynolds) · Watch on YouTube

youtube_video T6N5Z1tR2H8 · row T6N5Z1tR2H8

LAION-DISCO-12M

The Blue Room

Listed as Debbie Reynolds – The Blue Room (Here I Am In Love Again) · Watch on YouTube

youtube_video UPtdE7f2-Vw · row UPtdE7f2-Vw

LAION-DISCO-12M

Moonglow

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

youtube_video UVh2oUfmyuM · row UVh2oUfmyuM

LAION-DISCO-12M

We Have Never Met As Yet

Listed as Debbie Reynolds, Donald O'Connor – We Have Never Met As Yet (I Love Melvin (Original Film Soundtrack)) · Watch on YouTube

youtube_video Us52_1tBoWQ · row Us52_1tBoWQ

LAION-DISCO-12M

You Were Meant for Me (From "Singin' in the Rain")

Listed as Gene Kelly, Donald O'Connor, Debbie Reynolds – You Were Meant for Me (From "Singin' in the Rain") (Remastered Musicals: Singin' in the Rain) · Watch on YouTube

youtube_video WawvDxvz5Zg · row WawvDxvz5Zg

LAION-DISCO-12M

Wall Flower

Listed as Debbie Reynolds – Wall Flower (Debbie Selection) · Watch on YouTube

youtube_video X-BmvSl3Ok8 · row X-BmvSl3Ok8

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Away In A Manger

Listed as Debbie Reynolds – Away In A Manger (The Magic of Christmas) · Watch on YouTube

youtube_video YZaJeYvGAEU · row YZaJeYvGAEU

LAION-DISCO-12M

You Couldn't Be Cuter

Listed as Debbie Reynolds – You Couldn't Be Cuter (The Very Best Of) · Watch on YouTube

youtube_video YhbBFPoxOnQ · row YhbBFPoxOnQ

LAION-DISCO-12M

Ain't We Got Fun

Listed as Debbie Reynolds – Ain't We Got Fun (Fine And Dandy) · Watch on YouTube

youtube_video Z2N2fqLfRWA · row Z2N2fqLfRWA

LAION-DISCO-12M

Gotta Have Me Go With You

Listed as Debbie Reynolds – Gotta Have Me Go With You (Fine And Dandy) · Watch on YouTube

youtube_video ZZeeICZOJKY · row ZZeeICZOJKY

LAION-DISCO-12M

Skirts Ahoy!: Hold me close to you

Listed as Billy Eckstine, Debbie Reynolds – Skirts Ahoy!: Hold me close to you (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 Ztfi9Z0i7PI · row Ztfi9Z0i7PI

LAION-DISCO-12M

Whistle

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

youtube_video aTYNK11DVXQ · row aTYNK11DVXQ

LAION-DISCO-12M

Let It Snow, Let It Snow, Let It Snow

Listed as Debbie Reynolds – Let It Snow, Let It Snow, Let It Snow (The Magic of Christmas) · Watch on YouTube

youtube_video cPDtGkkxB9c · row cPDtGkkxB9c

LAION-DISCO-12M

Saturday Afternoon Before the Game

Listed as Debbie Reynolds, Donald O'Connor, Noreen Corcoran – Saturday Afternoon Before the Game (I Love Melvin (Original Cast Recording)) · Watch on YouTube

youtube_video clwFzYFGbl0 · row clwFzYFGbl0

LAION-DISCO-12M

Am I in Love

Listed as Debbie Reynolds – Am I in Love (From Debbie with Love) · Watch on YouTube

youtube_video eGufIA5GwWk · row eGufIA5GwWk

LAION-DISCO-12M

I Wanna Wander

Listed as Debbie Reynolds, Donald O'Connor, Noreen Corcoran – I Wanna Wander (I Love Melvin (Original Cast Recording)) · Watch on YouTube

youtube_video lbM02XoaV0U · row lbM02XoaV0U

LAION-DISCO-12M

Conversations

Listed as Debbie Reynolds – Conversations (Conversations) · Watch on YouTube

youtube_video lmSnPxILVg4 · row lmSnPxILVg4

LAION-DISCO-12M

Skirts Ahoy!: What good is a Gal

Listed as Billy Eckstine, Debbie Reynolds – Skirts Ahoy!: What good is a Gal (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 luz0Tjztw8c · row luz0Tjztw8c

LAION-DISCO-12M

Hillside in Scotland

Listed as Debbie Reynolds – Hillside in Scotland (60 Timeless Songs) · Watch on YouTube

youtube_video mze1_IdW2ZU · row mze1_IdW2ZU

LAION-DISCO-12M

Love Is A Simple Thing

Listed as Debbie Reynolds – Love Is A Simple Thing (Here I Am In Love Again) · Watch on YouTube

youtube_video oPUcpdkohVE · row oPUcpdkohVE

LAION-DISCO-12M

The Tender Trap

Listed as Debbie Reynolds – The Tender Trap (Presenting Debbie Reynolds) · Watch on YouTube

youtube_video q10VO2Dzp2E · row q10VO2Dzp2E

LAION-DISCO-12M

Right Or Wrong

Listed as Debbie Reynolds – Right Or Wrong (The Best Of Debbie Reynolds) · Watch on YouTube

youtube_video rRnzPJGmCF8 · row rRnzPJGmCF8

LAION-DISCO-12M

I Love You A Thousand Ways

Listed as Debbie Reynolds – I Love You A Thousand Ways (Am I That Easy To Forget?) · Watch on YouTube

youtube_video sWBYVKs5Kfw · row sWBYVKs5Kfw

LAION-DISCO-12M

A Lady Loves

Listed as Debbie Reynolds, Donald O'Connor, Noreen Corcoran – A Lady Loves (I Love Melvin (Original Cast Recording)) · Watch on YouTube

youtube_video tYNuJ2lgxC0 · row tYNuJ2lgxC0

LAION-DISCO-12M

Moses

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

youtube_video xnb1f0mRmSE · row xnb1f0mRmSE

LAION-DISCO-12M

Love Can Change the Stars, Pt. 1 (Original Soundtrack from "The Daughter of the Regiment")

Listed as Debbie Reynolds, Jane Powell – Love Can Change the Stars, Pt. 1 (Original Soundtrack from "The Daughter of the Regiment") (Hollywood Greats, Vol. 3) · Watch on YouTube

youtube_video yeOea1Vwuls · row yeOea1Vwuls

LAION-DISCO-12M

Love Tastes Like Strawberries

Listed as Debbie Reynolds – Love Tastes Like Strawberries (The Best Of Debbie Reynolds) · Watch on YouTube

youtube_video ywlNw1GM7S0 · row ywlNw1GM7S0

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.