Yes. Johnny Mathis has 182 songs listed in a dataset used to train AI music models.

Used for training 182

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 All the Time (From the B'way Musical "Oh, Captain!"), Sleigh Ride, White Christmas

Listed under the artist name 182 songs in LAION-DISCO-12M

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

All the Time (From the B'way Musical "Oh, Captain!")

Listed as Johnny Mathis – All the Time (From the B'way Musical "Oh, Captain!") (Johnny's Greatest Hits) · Watch on YouTube

youtube_video 0kQBbDApemg · row 0kQBbDApemg

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Sleigh Ride

Listed as Johnny Mathis – Sleigh Ride (Everyday Christmas Classics (100 Christmas Songs)) · Watch on YouTube

youtube_video 2P-juLqd4uA · row 2P-juLqd4uA

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White Christmas

Listed as Johnny Mathis – White Christmas (Merry Christmas) · Watch on YouTube

youtube_video 4qzaILVXqH4 · row 4qzaILVXqH4

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It's Not for Me to Say

Listed as Johnny Mathis – It's Not for Me to Say (Moochin' Abouts Stateside Hitlist 1957) · Watch on YouTube

youtube_video 5U3_4t5By9g · row 5U3_4t5By9g

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Gina

Listed as Johnny Mathis – Gina (The Essential Johnny Mathis) · Watch on YouTube

youtube_video 5efZhsUU3PU · row 5efZhsUU3PU

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The Christmas Song (Chestnuts Roasting on an Open Fire)

Listed as Johnny Mathis – The Christmas Song (Chestnuts Roasting on an Open Fire) (Merry Christmas) · Watch on YouTube

youtube_video AOKnB0D2xuo · row AOKnB0D2xuo

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All the Things You Are

Listed as Johnny Mathis – All the Things You Are (Hold Me, Thrill Me, Kiss Me) · Watch on YouTube

youtube_video BJseBqQ5aSo · row BJseBqQ5aSo

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Blue Christmas

Listed as Johnny Mathis – Blue Christmas (Merry Christmas) · Watch on YouTube

youtube_video C2cJrwWN0bI · row C2cJrwWN0bI

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Where Do I Begin? (From the Paramount Film, "Love Story")

Listed as Johnny Mathis – Where Do I Begin? (From the Paramount Film, "Love Story") (Love Story) · Watch on YouTube

youtube_video D43b-sFbENU · row D43b-sFbENU

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Heavenly

Listed as Johnny Mathis – Heavenly (Heavenly) · Watch on YouTube

youtube_video DG8gtzdiqGY · row DG8gtzdiqGY

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Do You Hear What I Hear?

Listed as Johnny Mathis – Do You Hear What I Hear? (Give Me Your Love For Christmas) · Watch on YouTube

youtube_video F6BqX3lwcV4 · row F6BqX3lwcV4

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Un-Break My Heart

Listed as Johnny Mathis – Un-Break My Heart (Because You Loved Me) · Watch on YouTube

youtube_video GEuGD59mIN8 · row GEuGD59mIN8

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Begin the Beguine

Listed as Johnny Mathis – Begin the Beguine (The Best Days of My Life) · Watch on YouTube

youtube_video I1Gr_LxF8dQ · row I1Gr_LxF8dQ

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Once In a While

Listed as Johnny Mathis – Once In a While (Once In A While) · Watch on YouTube

youtube_video IIJa7RIvsGM · row IIJa7RIvsGM

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What Will My Mary Say

Listed as Johnny Mathis – What Will My Mary Say (The Essential Johnny Mathis) · Watch on YouTube

youtube_video J5pPxToAK3A · row J5pPxToAK3A

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Sleigh Ride

Listed as Johnny Mathis – Sleigh Ride (Merry Christmas) · Watch on YouTube

youtube_video Lzw9B6r6CL4 · row Lzw9B6r6CL4

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I'll Be Home for Christmas

Listed as Johnny Mathis – I'll Be Home for Christmas (Merry Christmas) · Watch on YouTube

youtube_video Opf5ov3-gOY · row Opf5ov3-gOY

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Stranger In Paradise

Listed as Johnny Mathis; – Stranger In Paradise (Heavenly) · Watch on YouTube

youtube_video PecLsVvVAKY · row PecLsVvVAKY

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The First Noel (1958)

Listed as Johnny Mathis – The First Noel (1958) (Weihnachtsmarkt Musik) · Watch on YouTube

youtube_video QDJg5Lq6r6I · row QDJg5Lq6r6I

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My One and Only Love

Listed as Johnny Mathis – My One and Only Love (Warm) · Watch on YouTube

youtube_video R5ki4gVypTw · row R5ki4gVypTw

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When I an With You (Bonus Track)

Listed as Johnny Mathis – When I an With You (Bonus Track) (Open Fire, Two Guitars (Original Album Plus Bonus Tracks 1959)) · Watch on YouTube

youtube_video RWp6AkIvbDc · row RWp6AkIvbDc

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One Day In Your Life

Listed as Johnny Mathis – One Day In Your Life (Feelings) · Watch on YouTube

youtube_video UujBucyjMfQ · row UujBucyjMfQ

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What Child Is This?

Listed as Johnny Mathis – What Child Is This? (Merry Christmas) · Watch on YouTube

youtube_video VuOa0uNM1Sg · row VuOa0uNM1Sg

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Make It Easy On Yourself

Listed as Johnny Mathis – Make It Easy On Yourself (Song Sung Blue) · Watch on YouTube

youtube_video XG2RZSAgd-M · row XG2RZSAgd-M

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Hold Me, Thrill Me, Kiss Me

Listed as Johnny Mathis – Hold Me, Thrill Me, Kiss Me (Hold Me, Thrill Me, Kiss Me) · Watch on YouTube

youtube_video XwhrWfpnBj4 · row XwhrWfpnBj4

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Chances Are

Listed as Johnny Mathis – Chances Are (The Ultimate 50's Collection, Vol. 14) · Watch on YouTube

youtube_video Y76KhrWJiJY · row Y76KhrWJiJY

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Silent Night, Holy Night

Listed as Johnny Mathis – Silent Night, Holy Night (Merry Christmas) · Watch on YouTube

youtube_video _NTjcqqgQjc · row _NTjcqqgQjc

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Small World

Listed as Johnny Mathis;, Orchestra under the direction of Glenn Osser – Small World (More: Johnny's Greatest Hits) · Watch on YouTube

youtube_video _jmw-tIICN0 · row _jmw-tIICN0

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It's the Most Wonderful Time of the Year

Listed as Johnny Mathis – It's the Most Wonderful Time of the Year (Christmas Eve With Johnny Mathis) · Watch on YouTube

youtube_video aWYTI7-vUgc · row aWYTI7-vUgc

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I'm Coming Home

Listed as Johnny Mathis – I'm Coming Home (I'm Coming Home) · Watch on YouTube

youtube_video bx3wW88twCA · row bx3wW88twCA

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That's All

Listed as Johnny Mathis – That's All (Heavenly) · Watch on YouTube

youtube_video dtGHcxMKDBE · row dtGHcxMKDBE

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A Lovely Way to Spend an Evening

Listed as Johnny Mathis – A Lovely Way to Spend an Evening (Heavenly) · Watch on YouTube

youtube_video eOC05miT-qw · row eOC05miT-qw

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I Look at You

Listed as Johnny Mathis – I Look at You (Johnny's Greatest Hits) · Watch on YouTube

youtube_video fLrPvGtCvV4 · row fLrPvGtCvV4

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We Need a Little Christmas

Listed as Johnny Mathis – We Need a Little Christmas (Christmas Eve With Johnny Mathis) · Watch on YouTube

youtube_video fTrCepaqffY · row fTrCepaqffY

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Come to Me (From the Television Production "Come to Me")

Listed as Johnny Mathis – Come to Me (From the Television Production "Come to Me") (Johnny's Greatest Hits) · Watch on YouTube

youtube_video g50MiNyvQxQ · row g50MiNyvQxQ

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And I Love You So

Listed as Johnny Mathis – And I Love You So (Killing Me Softly with Her Song) · Watch on YouTube

youtube_video hjzYDwQmJws · row hjzYDwQmJws

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No Love (But Your Love)

Listed as Johnny Mathis – No Love (But Your Love) (Love in Songs) · Watch on YouTube

youtube_video hzt_ilB2MCs · row hzt_ilB2MCs

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Warm

Listed as Johnny Mathis – Warm (Warm) · Watch on YouTube

youtube_video icqyahZypJc · row icqyahZypJc

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Killing Me Softly with Her Song

Listed as Johnny Mathis – Killing Me Softly with Her Song (Killing Me Softly with Her Song) · Watch on YouTube

youtube_video iiQBIjLIiqg · row iiQBIjLIiqg

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Love Theme from "Romeo and Juliet" (A Time for Us)

Listed as Johnny Mathis – Love Theme from "Romeo and Juliet" (A Time for Us) (Love Theme from Romeo & Juliet) · Watch on YouTube

youtube_video jh9YoMbS02s · row jh9YoMbS02s

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Silver Bells

Listed as Johnny Mathis – Silver Bells (Merry Christmas) · Watch on YouTube

youtube_video lj9PJZ9J35E · row lj9PJZ9J35E

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When Sunny Gets Blue

Listed as Johnny Mathis – When Sunny Gets Blue (A New Sound in Popular Music) · Watch on YouTube

youtube_video n3i7vmuz4Is · row n3i7vmuz4Is

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Begin the Beguin (Disco Version)

Listed as Johnny Mathis – Begin the Beguin (Disco Version) (Ftg Presents the Vaults Vol.2) · Watch on YouTube

youtube_video qCiN5F8wTUE · row qCiN5F8wTUE

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Love Never Felt So Good

Listed as Johnny Mathis – Love Never Felt So Good (A Special Part of Me) · Watch on YouTube

youtube_video qzb9Rjo4rmw · row qzb9Rjo4rmw

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The Lord's Prayer

Listed as Johnny Mathis – The Lord's Prayer (Give Me Your Love For Christmas) · Watch on YouTube

youtube_video ty93LxybTxg · row ty93LxybTxg

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Friends In Love

Listed as Johnny Mathis – Friends In Love (Friends In Love) · Watch on YouTube

youtube_video u4Nm28bvD3s · row u4Nm28bvD3s

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The First Noel

Listed as Johnny Mathis – The First Noel (Merry Christmas) · Watch on YouTube

youtube_video uqo2KY6G7yA · row uqo2KY6G7yA

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Chances Are

Listed as Johnny Mathis – Chances Are (The Fabulous 50s - 1957) · Watch on YouTube

youtube_video wNiRKZOND2s · row wNiRKZOND2s

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All I Ask Of You (from "The Phantom Of The Opera")

Listed as Johnny Mathis – All I Ask Of You (from "The Phantom Of The Opera") (Mathis On Broadway) · Watch on YouTube

youtube_video wioh91Gq_LU · row wioh91Gq_LU

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Moonlight Becomes You

Listed as Johnny Mathis – Moonlight Becomes You (Heavenly) · Watch on YouTube

youtube_video xZSU6hzgWwE · row xZSU6hzgWwE

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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.