Yes. Carol Welsman 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 Two For the Road, Just One Of Those Things, I Concentrate On You

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.

Two For the Road

Listed as Carol Welsman – Two For the Road (Journey) · Watch on YouTube

youtube_video 1-JPXOBCH1I · row 1-JPXOBCH1I

LAION-DISCO-12M

Just One Of Those Things

Listed as Carol Welsman – Just One Of Those Things (I Like Men: Reflections of Miss Peggy Lee) · Watch on YouTube

youtube_video 4bZbOQEzhss · row 4bZbOQEzhss

LAION-DISCO-12M

I Concentrate On You

Listed as Carol Welsman – I Concentrate On You (Fourteen) · Watch on YouTube

youtube_video 55z9hgjfsPw · row 55z9hgjfsPw

LAION-DISCO-12M

Angels On Your Pillow

Listed as Carol Welsman – Angels On Your Pillow (I Like Men: Reflections of Miss Peggy Lee) · Watch on YouTube

youtube_video 5iA0VT7DRys · row 5iA0VT7DRys

LAION-DISCO-12M

What A Fool Believes

Listed as Carol Welsman – What A Fool Believes (Carol Welsman) · Watch on YouTube

youtube_video 62pGkz__4o8 · row 62pGkz__4o8

LAION-DISCO-12M

You Take Me Away

Listed as Carol Welsman – You Take Me Away (The Language Of Love) · Watch on YouTube

youtube_video E6hE15j9LSg · row E6hE15j9LSg

LAION-DISCO-12M

Inclined

Listed as Carol Welsman – Inclined (Inclined) · Watch on YouTube

youtube_video H36b1l2gCC8 · row H36b1l2gCC8

LAION-DISCO-12M

I Like Men

Listed as Carol Welsman – I Like Men (I Like Men: Reflections of Miss Peggy Lee) · Watch on YouTube

youtube_video HI4W7R0ZTac · row HI4W7R0ZTac

LAION-DISCO-12M

Dance with Me (Si Tú No Bailas Conmigo)

Listed as Carol Welsman, Juan Luis Guerra – Dance with Me (Si Tú No Bailas Conmigo) (Dance with Me (Si Tú No Bailas Conmigo)) · Watch on YouTube

youtube_video IpflvvEr4uU · row IpflvvEr4uU

LAION-DISCO-12M

When You're Smiling

Listed as Carol Welsman – When You're Smiling (I Like Men: Reflections of Miss Peggy Lee) · Watch on YouTube

youtube_video IsgK9czde64 · row IsgK9czde64

LAION-DISCO-12M

Black Coffee

Listed as Carol Welsman – Black Coffee (Fourteen) · Watch on YouTube

youtube_video KkcGvGqpO5Y · row KkcGvGqpO5Y

LAION-DISCO-12M

I Love Being Here With You

Listed as Carol Welsman – I Love Being Here With You (I Like Men: Reflections of Miss Peggy Lee) · Watch on YouTube

youtube_video KvWkC7u73cI · row KvWkC7u73cI

LAION-DISCO-12M

Never Let Me Go

Listed as Carol Welsman – Never Let Me Go (Swing Ladies, Swing! A Tribute to Singers of the Swing Era) · Watch on YouTube

youtube_video M9Qe6kk6oBk · row M9Qe6kk6oBk

LAION-DISCO-12M

Sand In My Shoes

Listed as Carol Welsman – Sand In My Shoes (Alone Together) · Watch on YouTube

youtube_video ME-cxpupyas · row ME-cxpupyas

LAION-DISCO-12M

Sometimes I'm Happy

Listed as Carol Welsman – Sometimes I'm Happy (Fourteen) · Watch on YouTube

youtube_video PbSdglBCFkE · row PbSdglBCFkE

LAION-DISCO-12M

Memories of You

Listed as Carol Welsman – Memories of You (Memories of You: A Tribute to Benny Goodman) · Watch on YouTube

youtube_video Pj6hHNL5T1k · row Pj6hHNL5T1k

LAION-DISCO-12M

On A Slow Boat To China

Listed as Carol Welsman – On A Slow Boat To China (The Language Of Love) · Watch on YouTube

youtube_video Q-H4WNlh8Jk · row Q-H4WNlh8Jk

LAION-DISCO-12M

Live To Tell

Listed as Carol Welsman – Live To Tell (Carol Welsman) · Watch on YouTube

youtube_video R70rUl4-bf8 · row R70rUl4-bf8

LAION-DISCO-12M

Why Don't You Do Right?

Listed as Carol Welsman – Why Don't You Do Right? (I Like Men: Reflections of Miss Peggy Lee) · Watch on YouTube

youtube_video RqQYio4UrTQ · row RqQYio4UrTQ

LAION-DISCO-12M

Chanson De Maxence

Listed as Carol Welsman – Chanson De Maxence (The Language Of Love) · Watch on YouTube

youtube_video Tn-szSEqmaI · row Tn-szSEqmaI

LAION-DISCO-12M

By the Time I Get To Phoenix

Listed as Carol Welsman – By the Time I Get To Phoenix (Journey) · Watch on YouTube

youtube_video UGu4clCEpHQ · row UGu4clCEpHQ

LAION-DISCO-12M

Bewitched

Listed as Carol Welsman – Bewitched (For You) · Watch on YouTube

youtube_video UZf_YKucPkM · row UZf_YKucPkM

LAION-DISCO-12M

On the Road Again

Listed as Carol Welsman – On the Road Again (Journey) · Watch on YouTube

youtube_video WDkugTzXhF8 · row WDkugTzXhF8

LAION-DISCO-12M

What Are You Doing the Rest of Your Life?

Listed as Carol Welsman – What Are You Doing the Rest of Your Life? (Swing Ladies, Swing! A Tribute to Singers of the Swing Era) · Watch on YouTube

youtube_video YUic5US184Q · row YUic5US184Q

LAION-DISCO-12M

Open Hearts

Listed as Carol Welsman – Open Hearts (Open Hearts) · Watch on YouTube

youtube_video ZDM_IIu9OCw · row ZDM_IIu9OCw

LAION-DISCO-12M

Stand By Your Man

Listed as Carol Welsman – Stand By Your Man (What'cha Got Cookin') · Watch on YouTube

youtube_video ZMB7HClAYQw · row ZMB7HClAYQw

LAION-DISCO-12M

Moonglow

Listed as Carol Welsman – Moonglow (Memories of You: A Tribute to Benny Goodman) · Watch on YouTube

youtube_video _R47wy8_c5g · row _R47wy8_c5g

LAION-DISCO-12M

Hold Me

Listed as Carol Welsman – Hold Me (Hold Me) · Watch on YouTube

youtube_video b1VRx18zOGk · row b1VRx18zOGk

LAION-DISCO-12M

Do I Love You?

Listed as Carol Welsman – Do I Love You? (I Like Men: Reflections of Miss Peggy Lee) · Watch on YouTube

youtube_video dsHm5GLGxak · row dsHm5GLGxak

LAION-DISCO-12M

Samba de uma Nota So

Listed as Carol Welsman – Samba de uma Nota So (Inclined) · Watch on YouTube

youtube_video e2HmwH2UsN4 · row e2HmwH2UsN4

LAION-DISCO-12M

Taking a Chance on Love

Listed as Carol Welsman – Taking a Chance on Love (Swing Ladies, Swing! A Tribute to Singers of the Swing Era) · Watch on YouTube

youtube_video fdTVVe5OzhY · row fdTVVe5OzhY

LAION-DISCO-12M

Hold Me

Listed as Carol Welsman – Hold Me (Carol Welsman) · Watch on YouTube

youtube_video gf_2Y2hwF7w · row gf_2Y2hwF7w

LAION-DISCO-12M

Over the Rainbow

Listed as Carol Welsman – Over the Rainbow (Swing Ladies, Swing! A Tribute to Singers of the Swing Era) · Watch on YouTube

youtube_video hYpMTGGJQeY · row hYpMTGGJQeY

LAION-DISCO-12M

Beyond the Sea

Listed as Carol Welsman – Beyond the Sea (Inclined) · Watch on YouTube

youtube_video iToohmc8_7o · row iToohmc8_7o

LAION-DISCO-12M

Pick Yourself Up

Listed as Carol Welsman – Pick Yourself Up (Fourteen) · Watch on YouTube

youtube_video idjJcXZGyvs · row idjJcXZGyvs

LAION-DISCO-12M

The Very Thought of You

Listed as Carol Welsman – The Very Thought of You (Memories of You: A Tribute to Benny Goodman) · Watch on YouTube

youtube_video jUrqXIRgF-o · row jUrqXIRgF-o

LAION-DISCO-12M

Plus je t'embrasse

Listed as Carol Welsman – Plus je t'embrasse (Fourteen) · Watch on YouTube

youtube_video j_pD8qTbFfQ · row j_pD8qTbFfQ

LAION-DISCO-12M

Route 66

Listed as Carol Welsman – Route 66 (Journey) · Watch on YouTube

youtube_video jpV9-r__6wc · row jpV9-r__6wc

LAION-DISCO-12M

Fais comme l'oiseau

Listed as Carol Welsman – Fais comme l'oiseau (Inclined) · Watch on YouTube

youtube_video jtVK6nDx6iE · row jtVK6nDx6iE

LAION-DISCO-12M

Tokyo

Listed as Romano Musumarra, Carol Welsman – Tokyo (Bande Originale du film L'enfance de l'Art) · Watch on YouTube

youtube_video l1hV1r6yo4g · row l1hV1r6yo4g

LAION-DISCO-12M

Somos Novios

Listed as Carol Welsman – Somos Novios (Somos Novios) · Watch on YouTube

youtube_video lnMkJCQHsnQ · row lnMkJCQHsnQ

LAION-DISCO-12M

Fever

Listed as Carol Welsman – Fever (Swing Ladies, Swing! A Tribute to Singers of the Swing Era) · Watch on YouTube

youtube_video mRbRoRilg7A · row mRbRoRilg7A

LAION-DISCO-12M

Volons Vers La Lune

Listed as Carol Welsman – Volons Vers La Lune (Journey) · Watch on YouTube

youtube_video nmLvxwO_-W8 · row nmLvxwO_-W8

LAION-DISCO-12M

Candle In My Heart

Listed as Romano Musumarra, Carol Welsman – Candle In My Heart (Bande Originale du film L'enfance de l'Art) · Watch on YouTube

youtube_video nntusDWyCdg · row nntusDWyCdg

LAION-DISCO-12M

Brazasia

Listed as Carol Welsman – Brazasia (Carol Welsman) · Watch on YouTube

youtube_video q9H4yJkY0Pc · row q9H4yJkY0Pc

LAION-DISCO-12M

A Nightingale Sang In Berkeley Square

Listed as Carol Welsman – A Nightingale Sang In Berkeley Square (The Language Of Love) · Watch on YouTube

youtube_video r6rwEw9npwU · row r6rwEw9npwU

LAION-DISCO-12M

Ti Guarderò Nel Cuor (More)

Listed as Carol Welsman – Ti Guarderò Nel Cuor (More) (For You) · Watch on YouTube

youtube_video rUin9Nsd1Bg · row rUin9Nsd1Bg

LAION-DISCO-12M

Skylark

Listed as Carol Welsman – Skylark (For You) · Watch on YouTube

youtube_video smoRA6qiAv8 · row smoRA6qiAv8

LAION-DISCO-12M

Just a Little Lovin'

Listed as Carol Welsman – Just a Little Lovin' (What'cha Got Cookin') · Watch on YouTube

youtube_video zmJRaqo2jnk · row zmJRaqo2jnk

LAION-DISCO-12M

La Fiesta

Listed as Carol Welsman – La Fiesta (Inclined) · Watch on YouTube

youtube_video zuqc4qZ48-U · row zuqc4qZ48-U

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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.