Yes. Mama Cass has 93 songs listed in a dataset used to train AI music models.

Used for training 93

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 Closing: Don't Call Me Mama Anymore (Reprise) (Live), Audience Rap, Pt. 2 (Live), It's All In The Game (Digitally Remastered)

Listed under the artist name 93 songs in LAION-DISCO-12M

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

Closing: Don't Call Me Mama Anymore (Reprise) (Live)

Listed as Cass Elliot – Closing: Don't Call Me Mama Anymore (Reprise) (Live) (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video -5dd5s-UH4Q · row -5dd5s-UH4Q

LAION-DISCO-12M

Audience Rap, Pt. 2 (Live)

Listed as Cass Elliot – Audience Rap, Pt. 2 (Live) (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video 1Nglv-Seu0Q · row 1Nglv-Seu0Q

LAION-DISCO-12M

It's All In The Game (Digitally Remastered)

Listed as Cass Elliot – It's All In The Game (Digitally Remastered) (Cass Elliot (With Bonus Tracks)) · Watch on YouTube

youtube_video 3v5GQJ1JGao · row 3v5GQJ1JGao

LAION-DISCO-12M

The Road Is No Place For A Lady

Listed as Cass Elliot – The Road Is No Place For A Lady (The Road Is No Place For A Lady) · Watch on YouTube

youtube_video CHSfFfVEgqc · row CHSfFfVEgqc

LAION-DISCO-12M

Sistowbell Lane (Outtake)

Listed as Cass Elliot – Sistowbell Lane (Outtake) (The Complete Cass Elliot Solo Collection 1968-71) · Watch on YouTube

youtube_video DAzK4aLObGc · row DAzK4aLObGc

LAION-DISCO-12M

We'll See

Listed as Cass Elliot – We'll See (Cass Elliot (With Bonus Tracks)) · Watch on YouTube

youtube_video IlFNP1VTOeA · row IlFNP1VTOeA

LAION-DISCO-12M

Mama Cass Dialog From "A Gathering Of Flowers - The Anthology Of The Mamas And The Papas"

Listed as Mama Cass – Mama Cass Dialog From "A Gathering Of Flowers - The Anthology Of The Mamas And The Papas" (Creeque Alley - The History Of The Mamas And The Papas) · Watch on YouTube

youtube_video JAfSWAI0tuw · row JAfSWAI0tuw

LAION-DISCO-12M

All For Me

Listed as Mama Cass – All For Me (The Complete Cass Elliot Solo Collection 1968-71) · Watch on YouTube

youtube_video Nrvb5wlmXnY · row Nrvb5wlmXnY

LAION-DISCO-12M

Here We Go Again

Listed as Dave Mason, Cass Elliot – Here We Go Again (Dave Mason & Cass Elliot) · Watch on YouTube

youtube_video Od4U8ZDQdlA · row Od4U8ZDQdlA

LAION-DISCO-12M

My Love (Live)

Listed as Cass Elliot – My Love (Live) (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video P0J6qtiOTxo · row P0J6qtiOTxo

LAION-DISCO-12M

Pleasing You

Listed as Dave Mason, Cass Elliot – Pleasing You (Dave Mason & Cass Elliot) · Watch on YouTube

youtube_video PkFXY_iLGss · row PkFXY_iLGss

LAION-DISCO-12M

Try It, Baby

Listed as Cass Elliot – Try It, Baby (Cass Elliot (With Bonus Tracks)) · Watch on YouTube

youtube_video RtIMz-hzF2o · row RtIMz-hzF2o

LAION-DISCO-12M

What Was I Thinking Of

Listed as Mama Cass – What Was I Thinking Of (Dream A Little Dream) · Watch on YouTube

youtube_video UvKfBZcbUJU · row UvKfBZcbUJU

LAION-DISCO-12M

The Night Before (Live)

Listed as Cass Elliot – The Night Before (Live) (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video WC-8_o50p7s · row WC-8_o50p7s

LAION-DISCO-12M

I Think Alot About You (Studio Version / Single Version)

Listed as Cass Elliot – I Think Alot About You (Studio Version / Single Version) (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video WiKX_ALTs_k · row WiKX_ALTs_k

LAION-DISCO-12M

Make Your Own Kind of Music / New World Coming / Dream a Little Dream of Me / Make Your Own Kind of Music (Reprise) / Audience Rap, Pt. 3 (Live)

Listed as Cass Elliot – Make Your Own Kind of Music / New World Coming / Dream a Little Dream of Me / Make Your Own Kind of Music (Reprise) / Audience Rap, Pt. 3 (Live) (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video Z3FWAtZNKlg · row Z3FWAtZNKlg

LAION-DISCO-12M

The Torch Song Medley: (Live)

Listed as Cass Elliot – The Torch Song Medley: (Live) (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video ZK7QIIFpexs · row ZK7QIIFpexs

LAION-DISCO-12M

The Girl Friend/Blue Room/The Girl Friend (Reprise) (Medley/Live On The Ed Sullivan Show, November 22, 1970)

Listed as Mama Cass Elliot, Cast Of The Girl Friend – The Girl Friend/Blue Room/The Girl Friend (Reprise) (Medley/Live On The Ed Sullivan Show, November 22, 1970) (The Girl Friend/Blue Room/The Girl Friend (Reprise) (Medley/Live On The Ed Sullivan Show, November 22, 1970)) · Watch on YouTube

youtube_video aeJsjsJPJbc · row aeJsjsJPJbc

LAION-DISCO-12M

The Costume Ball (From 'The Doctors Wives' Original Motion Picture Soundtracl)

Listed as Cass Elliot – The Costume Ball (From 'The Doctors Wives' Original Motion Picture Soundtracl) (The Complete Cass Elliot Solo Collection 1968-71) · Watch on YouTube

youtube_video cD4AmBxn-Xo · row cD4AmBxn-Xo

LAION-DISCO-12M

Too Much Truth, Too Much Love

Listed as Dave Mason, Cass Elliot – Too Much Truth, Too Much Love (Dave Mason & Cass Elliot) · Watch on YouTube

youtube_video dpNxpLPvgCE · row dpNxpLPvgCE

LAION-DISCO-12M

Glittering Facade

Listed as Dave Mason, Cass Elliot – Glittering Facade (Dave Mason & Cass Elliot) · Watch on YouTube

youtube_video elXVu98Znr8 · row elXVu98Znr8

LAION-DISCO-12M

Next To You

Listed as Dave Mason, Cass Elliot – Next To You (Dave Mason & Cass Elliot) · Watch on YouTube

youtube_video fPf84mIp59c · row fPf84mIp59c

LAION-DISCO-12M

Audience Rap, Pt. 1 (Live)

Listed as Cass Elliot – Audience Rap, Pt. 1 (Live) (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video fyOlasZKsZg · row fyOlasZKsZg

LAION-DISCO-12M

Something To Make You Happy

Listed as Dave Mason, Cass Elliot – Something To Make You Happy (Dave Mason & Cass Elliot) · Watch on YouTube

youtube_video hlTY9smsZtQ · row hlTY9smsZtQ

LAION-DISCO-12M

Introduction: (Live)

Listed as Cass Elliot – Introduction: (Live) (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video iyIm4UQWX2c · row iyIm4UQWX2c

LAION-DISCO-12M

Saturday Suit

Listed as Cass Elliot – Saturday Suit (The Road Is No Place For A Lady) · Watch on YouTube

youtube_video kB_dqK9_z5k · row kB_dqK9_z5k

LAION-DISCO-12M

Who In The World

Listed as Cass Elliot – Who In The World (The Road Is No Place For A Lady) · Watch on YouTube

youtube_video kGmdKUdnGsw · row kGmdKUdnGsw

LAION-DISCO-12M

For As Long As You Need Me

Listed as Cass Elliot – For As Long As You Need Me (The Complete Cass Elliot Solo Collection 1968-71) · Watch on YouTube

youtube_video kb2uJAU84NM · row kb2uJAU84NM

LAION-DISCO-12M

Walk Beside Me

Listed as Cass Elliot – Walk Beside Me (The Road Is No Place For A Lady) · Watch on YouTube

youtube_video keTIt0UZKfU · row keTIt0UZKfU

LAION-DISCO-12M

I'll Be Seeing You (Live)

Listed as Cass Elliot – I'll Be Seeing You (Live) (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video kxxLyp6doVw · row kxxLyp6doVw

LAION-DISCO-12M

Who's To Blame

Listed as Mama Cass – Who's To Blame (Bubblegum, Lemonade &...Something For Mama) · Watch on YouTube

youtube_video lLsrqXPOo4Q · row lLsrqXPOo4Q

LAION-DISCO-12M

Listen to the World

Listed as Cass Elliot – Listen to the World (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video o8XzA9XDhUA · row o8XzA9XDhUA

LAION-DISCO-12M

To Be Free

Listed as Dave Mason, Cass Elliot – To Be Free (Dave Mason & Cass Elliot) · Watch on YouTube

youtube_video oK1ylBslXkg · row oK1ylBslXkg

LAION-DISCO-12M

I Think Alot About You (Live)

Listed as Cass Elliot – I Think Alot About You (Live) (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video om9061z2c38 · row om9061z2c38

LAION-DISCO-12M

Jane, The Insane Dog Lady

Listed as Mama Cass – Jane, The Insane Dog Lady (Dream A Little Dream) · Watch on YouTube

youtube_video qvch-Bu3EF8 · row qvch-Bu3EF8

LAION-DISCO-12M

Mama Cass Dialog From "A Gathering Of Flowers - The Anthology Of The Mamas And The Papas" (Reprise)

Listed as Mama Cass – Mama Cass Dialog From "A Gathering Of Flowers - The Anthology Of The Mamas And The Papas" (Reprise) (Creeque Alley - The History Of The Mamas And The Papas) · Watch on YouTube

youtube_video r3YHmxuiEv0 · row r3YHmxuiEv0

LAION-DISCO-12M

All My Life

Listed as Cass Elliot – All My Life (The Road Is No Place For A Lady) · Watch on YouTube

youtube_video rsxBIARKVzI · row rsxBIARKVzI

LAION-DISCO-12M

Don't Make Me a Memory (Live)

Listed as Cass Elliot – Don't Make Me a Memory (Live) (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video u7NAFTnozZg · row u7NAFTnozZg

LAION-DISCO-12M

I Like What I Like (Live)

Listed as Cass Elliot – I Like What I Like (Live) (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video vA46xBYwWO8 · row vA46xBYwWO8

LAION-DISCO-12M

Long Time Loving You

Listed as Mama Cass – Long Time Loving You (Dream A Little Dream) · Watch on YouTube

youtube_video vn2HcKRXiVk · row vn2HcKRXiVk

LAION-DISCO-12M

East Of The Sun (And West Of The Moon) (Outtake)

Listed as Cass Elliot – East Of The Sun (And West Of The Moon) (Outtake) (Cass Elliot (With Bonus Tracks)) · Watch on YouTube

youtube_video wo3eWko3BfA · row wo3eWko3BfA

LAION-DISCO-12M

Theme (From "L'Amour")

Listed as Cass Elliot – Theme (From "L'Amour") (Don't Call Me Mama Anymore & Rarities: Her Final Recordings (Live)) · Watch on YouTube

youtube_video xLuq3eTCj-0 · row xLuq3eTCj-0

LAION-DISCO-12M

Burn Your Hatred

Listed as Mama Cass – Burn Your Hatred (Dream A Little Dream) · Watch on YouTube

youtube_video yPOKfYMKVJE · row yPOKfYMKVJE

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.