Yes. Perry Como has 286 songs listed in a dataset used to train AI music models.

Used for training 286

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 Killing Me Softly with Her Song, Killing Me Softly With Her Song, For the Good Times

Listed under the artist name 286 songs in LAION-DISCO-12M

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

Killing Me Softly with Her Song

Listed as Perry Como – Killing Me Softly with Her Song (Catch a Falling Star) · Watch on YouTube

youtube_video -UbpcAqRowU · row -UbpcAqRowU

LAION-DISCO-12M

Killing Me Softly With Her Song

Listed as Perry Como – Killing Me Softly With Her Song (And I Love You So) · Watch on YouTube

youtube_video -spotq2kYd4 · row -spotq2kYd4

LAION-DISCO-12M

For the Good Times

Listed as Perry Como – For the Good Times (And I Love You So) · Watch on YouTube

youtube_video 0BsbMhkz3Qo · row 0BsbMhkz3Qo

LAION-DISCO-12M

Love Letters

Listed as Perry Como – Love Letters (Doo Wop Comeback, Vol. 2) · Watch on YouTube

youtube_video 0DyC7lRqGyQ · row 0DyC7lRqGyQ

LAION-DISCO-12M

(There's No Place Like) Home for the Holidays

Listed as Perry Como – (There's No Place Like) Home for the Holidays (Season's Greetings from Perry Como (Remastered - The First Noël - Winter Wonderland - O Little Town of Bethlehem)) · Watch on YouTube

youtube_video 0c08JJVoBVs · row 0c08JJVoBVs

LAION-DISCO-12M

It's Beginning To Look Like Christmas (with The Fontaine Sisters) (feat. The Fontaine Sisters)

Listed as Perry Como – It's Beginning To Look Like Christmas (with The Fontaine Sisters) (feat. The Fontaine Sisters) (The Polar Express (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 1QOC9DVJDdk · row 1QOC9DVJDdk

LAION-DISCO-12M

Papa Loves Mambo

Listed as Perry Como – Papa Loves Mambo (Como's Golden Records) · Watch on YouTube

youtube_video 4CWM4zP0xf8 · row 4CWM4zP0xf8

LAION-DISCO-12M

Idle Gossip

Listed as Perry Como – Idle Gossip (UK - 1954 - Top 50) · Watch on YouTube

youtube_video 4_VzqFHkY_4 · row 4_VzqFHkY_4

LAION-DISCO-12M

Catch a Falling Star

Listed as Perry Como – Catch a Falling Star (Catch a Falling Star) · Watch on YouTube

youtube_video 6Wf2CngzTJ4 · row 6Wf2CngzTJ4

LAION-DISCO-12M

Ave Maria

Listed as Perry Como – Ave Maria (The Merriest Christmas Album) · Watch on YouTube

youtube_video 6t09XcYBV5M · row 6t09XcYBV5M

LAION-DISCO-12M

Aubrey

Listed as Perry Como – Aubrey (And I Love You So) · Watch on YouTube

youtube_video 9YuSENdnAI8 · row 9YuSENdnAI8

LAION-DISCO-12M

It's Impossible (Alternate Version)

Listed as Perry Como – It's Impossible (Alternate Version) (Look to Your Heart (Expanded Edition)) · Watch on YouTube

youtube_video 9l6VR42vBVI · row 9l6VR42vBVI

LAION-DISCO-12M

Moon River

Listed as Perry Como – Moon River (By Request) · Watch on YouTube

youtube_video B417BxrDrjE · row B417BxrDrjE

LAION-DISCO-12M

Aloha

Listed as Perry Como – Aloha (Round And Round) · Watch on YouTube

youtube_video CfnzdoB5jew · row CfnzdoB5jew

LAION-DISCO-12M

And I Love You So

Listed as Perry Como – And I Love You So (And I Love You So) · Watch on YouTube

youtube_video GqLMHaEUu68 · row GqLMHaEUu68

LAION-DISCO-12M

I Want To Give

Listed as Perry Como – I Want To Give (And I Love You So) · Watch on YouTube

youtube_video KID7IwdOE7o · row KID7IwdOE7o

LAION-DISCO-12M

The Twelve Days Of Christmas

Listed as Perry Como – The Twelve Days Of Christmas (Merry Christmas - 32 Classic Old School Christmas Songs) · Watch on YouTube

youtube_video KoWfK31xf34 · row KoWfK31xf34

LAION-DISCO-12M

Yesterday

Listed as Perry Como – Yesterday (Lightly Latin) · Watch on YouTube

youtube_video MGd7uKd7jXI · row MGd7uKd7jXI

LAION-DISCO-12M

No Other Love

Listed as Perry Como – No Other Love (Rock & Roll Hours, Vol. 1) · Watch on YouTube

youtube_video NkIZ9diTK7s · row NkIZ9diTK7s

LAION-DISCO-12M

Bibbidi Bobbidi Boo

Listed as Perry Como & The Fontane Sisters – Bibbidi Bobbidi Boo (Childhood Songs - 20 Nostalgic Recordings - Volume One) · Watch on YouTube

youtube_video OEZjR39m8rU · row OEZjR39m8rU

LAION-DISCO-12M

'Twas the Night before Christmas

Listed as Perry Como – 'Twas the Night before Christmas (Children's Favourite Grown-Up Christmas Songs) · Watch on YouTube

youtube_video PMXIx0yu048 · row PMXIx0yu048

LAION-DISCO-12M

Feelings

Listed as Perry Como – Feelings (Where You're Concerned) · Watch on YouTube

youtube_video P_T6yN83ML4 · row P_T6yN83ML4

LAION-DISCO-12M

Frosty the Snowman

Listed as Perry Como – Frosty the Snowman (Frosty the Snowman - Three Classic Versions) · Watch on YouTube

youtube_video UAs5dj1qa1s · row UAs5dj1qa1s

LAION-DISCO-12M

White Christmas

Listed as Perry Como – White Christmas (Silver Bells - 20 Christmas Classics) · Watch on YouTube

youtube_video ULKz0A4SFFM · row ULKz0A4SFFM

LAION-DISCO-12M

Wanted

Listed as Perry Como – Wanted (UK - 1954 - Top 50) · Watch on YouTube

youtube_video UydVhxg3qUY · row UydVhxg3qUY

LAION-DISCO-12M

Sunrise, Sunset (From the Broadway Musical, "Fiddler on the Roof")

Listed as Perry Como – Sunrise, Sunset (From the Broadway Musical, "Fiddler on the Roof") (Look to Your Heart (Expanded Edition)) · Watch on YouTube

youtube_video Vpqg9vLXs4I · row Vpqg9vLXs4I

LAION-DISCO-12M

It's Impossible

Listed as Perry Como – It's Impossible (It's Impossible) · Watch on YouTube

youtube_video X8yzk5wuNTk · row X8yzk5wuNTk

LAION-DISCO-12M

Till

Listed as Perry Como – Till (De Pre Historie Oldies Collection 1957) · Watch on YouTube

youtube_video Y0wNU-prYHw · row Y0wNU-prYHw

LAION-DISCO-12M

There's No Place Like Home for the Holidays

Listed as Perry Como – There's No Place Like Home for the Holidays (It's Christmas - Volume 2) · Watch on YouTube

youtube_video YijBfHI3LW8 · row YijBfHI3LW8

LAION-DISCO-12M

The Way We Were

Listed as Perry Como – The Way We Were (Perry) · Watch on YouTube

youtube_video Zci4-yxWQJ0 · row Zci4-yxWQJ0

LAION-DISCO-12M

Magic Moments

Listed as Perry Como – Magic Moments (Catch a Falling Star) · Watch on YouTube

youtube_video _8aWOhgYMJg · row _8aWOhgYMJg

LAION-DISCO-12M

Blue Skies

Listed as Perry Como – Blue Skies (Crooners Singing Their Best Songs (Bluest Collection 63 Songs)) · Watch on YouTube

youtube_video d77Zc-1qiE0 · row d77Zc-1qiE0

LAION-DISCO-12M

Arrivederci Roma

Listed as Perry Como – Arrivederci Roma (The Very Best Of Perry Como) · Watch on YouTube

youtube_video hzdi1QRWKxQ · row hzdi1QRWKxQ

LAION-DISCO-12M

(There's No Place Like) Home For the Holidays

Listed as Perry Como – (There's No Place Like) Home For the Holidays (Crooner Christmas) · Watch on YouTube

youtube_video mG0Y_0nD9S8 · row mG0Y_0nD9S8

LAION-DISCO-12M

Round and Round

Listed as Perry Como – Round and Round (History Of Rock And Roll, Vol. 7: 1957 Pop, Part 1) · Watch on YouTube

youtube_video n-jPB3TBD5s · row n-jPB3TBD5s

LAION-DISCO-12M

I Think Of You

Listed as Perry Como – I Think Of You (I Think of You) · Watch on YouTube

youtube_video nAtwBgCvb-Y · row nAtwBgCvb-Y

LAION-DISCO-12M

Some Enchanted Evening

Listed as Perry Como – Some Enchanted Evening (The Very Best Of Easy Listening) · Watch on YouTube

youtube_video njKGSJrmHsQ · row njKGSJrmHsQ

LAION-DISCO-12M

And I Love You So (Spanish)

Listed as Perry Como – And I Love You So (Spanish) (Just Out of Reach - Rarities from Nashville) · Watch on YouTube

youtube_video nno71f4PjlE · row nno71f4PjlE

LAION-DISCO-12M

Don't Let the Stars Get in Your Eyes

Listed as Perry Como – Don't Let the Stars Get in Your Eyes (The Fabulous 50s - 1953) · Watch on YouTube

youtube_video o6m_YyzuWmM · row o6m_YyzuWmM

LAION-DISCO-12M

If

Listed as Perry Como – If (The Hits of the 1950's!, Vol. 2) · Watch on YouTube

youtube_video ohCJ8B2X900 · row ohCJ8B2X900

LAION-DISCO-12M

Till The End Of Time

Listed as Perry Como – Till The End Of Time (If I Loved You - 4 Mi Love EP) · Watch on YouTube

youtube_video qDav29nmbbo · row qDav29nmbbo

LAION-DISCO-12M

Moon River

Listed as Perry Como – Moon River (By Request) · Watch on YouTube

youtube_video rmSPFsGFsTI · row rmSPFsGFsTI

LAION-DISCO-12M

Till the End of Time

Listed as Perry Como – Till the End of Time (The Classic Years) · Watch on YouTube

youtube_video ruUKhXu78bU · row ruUKhXu78bU

LAION-DISCO-12M

Hot Diggity

Listed as Perry Como – Hot Diggity (Golden Songs Forever, Vol. 3) · Watch on YouTube

youtube_video shj9V7rtT2A · row shj9V7rtT2A

LAION-DISCO-12M

Where Do I Begin (From the Paramount Picture "Love Story")

Listed as Perry Como, The Ray Charles Singers – Where Do I Begin (From the Paramount Picture "Love Story") (I Think of You) · Watch on YouTube

youtube_video sz977DQtdTI · row sz977DQtdTI

LAION-DISCO-12M

Once Upon a Time

Listed as Perry Como – Once Upon a Time (By Request) · Watch on YouTube

youtube_video tQvQbF1dbLY · row tQvQbF1dbLY

LAION-DISCO-12M

Seattle

Listed as Perry Como – Seattle (Seattle) · Watch on YouTube

youtube_video unhx40WNsRE · row unhx40WNsRE

LAION-DISCO-12M

Listed as Perry Como – More (The Ultimate 50's Collection, Vol. 19) · Watch on YouTube

youtube_video wQuviejex6w · row wQuviejex6w

LAION-DISCO-12M

Long Ago and Far away

Listed as Perry Como – Long Ago and Far away (Original Hits: The Crooners) · Watch on YouTube

youtube_video xeVhdIcPBq4 · row xeVhdIcPBq4

LAION-DISCO-12M

Have Yourself A Merry Little Christmas

Listed as Perry Como – Have Yourself A Merry Little Christmas (Christmas With The Crooners) · Watch on YouTube

youtube_video zunBqkepuTI · row zunBqkepuTI

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.