Yes. The Lettermen has 146 songs listed in a dataset used to train AI music models.

Used for training 146

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 Go Away Little Girl, Sealed With A Kiss, I Have Dreamed (From "The King And I")

Listed under the artist name 146 songs in LAION-DISCO-12M

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

Go Away Little Girl

Listed as The Lettermen – Go Away Little Girl (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video 0b2lSODqo_U · row 0b2lSODqo_U

LAION-DISCO-12M

Sealed With A Kiss

Listed as The Lettermen – Sealed With A Kiss (Capitol Collectors Series) · Watch on YouTube

youtube_video 1aRXwcrICi0 · row 1aRXwcrICi0

LAION-DISCO-12M

I Have Dreamed (From "The King And I")

Listed as The Lettermen – I Have Dreamed (From "The King And I") (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video 44G_2On-FVE · row 44G_2On-FVE

LAION-DISCO-12M

Love Letters

Listed as The Lettermen – Love Letters (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video 5BpZS2ZRhZI · row 5BpZS2ZRhZI

LAION-DISCO-12M

I'll Never Stop Loving You

Listed as The Lettermen – I'll Never Stop Loving You (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video 769Lv_KbSPU · row 769Lv_KbSPU

LAION-DISCO-12M

You'll Never Walk Alone

Listed as The Lettermen – You'll Never Walk Alone (Songs of Inspiration and Praise) · Watch on YouTube

youtube_video 7w_CL7k_CpQ · row 7w_CL7k_CpQ

LAION-DISCO-12M

I Believe

Listed as The Lettermen – I Believe (Songs of Inspiration and Praise) · Watch on YouTube

youtube_video 8kV5Jp5-v1M · row 8kV5Jp5-v1M

LAION-DISCO-12M

I Only Have Eyes For You

Listed as The Lettermen – I Only Have Eyes For You (Capitol Collectors Series) · Watch on YouTube

youtube_video DYt__3dar_k · row DYt__3dar_k

LAION-DISCO-12M

Portrait Of My Love

Listed as The Lettermen – Portrait Of My Love (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video F5HpPvLE5p4 · row F5HpPvLE5p4

LAION-DISCO-12M

Turn Around, Look At Me

Listed as The Lettermen – Turn Around, Look At Me (Capitol Collectors Series) · Watch on YouTube

youtube_video GCfqB4qnWLg · row GCfqB4qnWLg

LAION-DISCO-12M

Young Love (Digital Version)

Listed as The Lettermen – Young Love (Digital Version) (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video GNhoetXqYCk · row GNhoetXqYCk

LAION-DISCO-12M

I'll Be Seeing You

Listed as The Lettermen – I'll Be Seeing You (A Song For Young Love) · Watch on YouTube

youtube_video HtB_Cb5iAOA · row HtB_Cb5iAOA

LAION-DISCO-12M

Can't Help Falling In Love

Listed as The Lettermen – Can't Help Falling In Love (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video HvKgYT43GFs · row HvKgYT43GFs

LAION-DISCO-12M

The End Of The World

Listed as The Lettermen – The End Of The World (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video MRmxwIQb_-o · row MRmxwIQb_-o

LAION-DISCO-12M

A Summer Song

Listed as The Lettermen – A Summer Song (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video MZBAR3Ejisc · row MZBAR3Ejisc

LAION-DISCO-12M

Come Back Silly Girl

Listed as The Lettermen – Come Back Silly Girl (A Song For Young Love) · Watch on YouTube

youtube_video MujuJP88o0c · row MujuJP88o0c

LAION-DISCO-12M

Too Young

Listed as The Lettermen – Too Young (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video N9Ja1ISBlhQ · row N9Ja1ISBlhQ

LAION-DISCO-12M

Let It Be Me

Listed as The Lettermen – Let It Be Me (Jim, Tony and Bob) · Watch on YouTube

youtube_video NHtRG8x-dQg · row NHtRG8x-dQg

LAION-DISCO-12M

Traces

Listed as The Lettermen – Traces (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video NjpfWDGsfB0 · row NjpfWDGsfB0

LAION-DISCO-12M

The Way You Look Tonight

Listed as The Lettermen – The Way You Look Tonight (A Song For Young Love) · Watch on YouTube

youtube_video Np6BbA6z3eE · row Np6BbA6z3eE

LAION-DISCO-12M

Our Winter Love

Listed as The Lettermen – Our Winter Love (The Return of Doo Wop, Vol. 3) · Watch on YouTube

youtube_video PQVRGYYRNmA · row PQVRGYYRNmA

LAION-DISCO-12M

Only You (And You Alone) (Digital Version)

Listed as The Lettermen – Only You (And You Alone) (Digital Version) (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video PRws3m6Xk98 · row PRws3m6Xk98

LAION-DISCO-12M

Till (Digital Version)

Listed as The Lettermen – Till (Digital Version) (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video T2Bsx85o-O4 · row T2Bsx85o-O4

LAION-DISCO-12M

Secret Love

Listed as The Lettermen – Secret Love (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video TGuvumkVli4 · row TGuvumkVli4

LAION-DISCO-12M

Traces/Memories (Medley)

Listed as The Lettermen – Traces/Memories (Medley) (All Time Greatest Hits) · Watch on YouTube

youtube_video UkdByj1EXFY · row UkdByj1EXFY

LAION-DISCO-12M

What Can I Give You This Christmas

Listed as The Lettermen – What Can I Give You This Christmas (Christmas with The Lettermen) · Watch on YouTube

youtube_video VSX9K1B-woE · row VSX9K1B-woE

LAION-DISCO-12M

Cherish

Listed as The Lettermen – Cherish (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video XUkESgfftkM · row XUkESgfftkM

LAION-DISCO-12M

Hurt So Bad

Listed as The Lettermen – Hurt So Bad (All Time Greatest Hits) · Watch on YouTube

youtube_video Z1ss30d_nWE · row Z1ss30d_nWE

LAION-DISCO-12M

Love

Listed as The Lettermen – Love (All Time Greatest Hits) · Watch on YouTube

youtube_video ZB7FmgJh26E · row ZB7FmgJh26E

LAION-DISCO-12M

Because

Listed as The Lettermen – Because (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video _aWs0uqp4Rs · row _aWs0uqp4Rs

LAION-DISCO-12M

No Man in a Island

Listed as The Lettermen – No Man in a Island (Songs of Inspiration and Praise) · Watch on YouTube

youtube_video _k-fUbK5qiY · row _k-fUbK5qiY

LAION-DISCO-12M

The Twelve Days Of Christmas

Listed as The Lettermen – The Twelve Days Of Christmas (Until You Tell Me So) · Watch on YouTube

youtube_video bQKlmMMRTH0 · row bQKlmMMRTH0

LAION-DISCO-12M

I Love How You Love Me

Listed as The Lettermen – I Love How You Love Me (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video cGYZVP4NpG8 · row cGYZVP4NpG8

LAION-DISCO-12M

Love Is A Many Splendored Thing (From "Love Is A Many Splendored Thing" / Remastered 1992)

Listed as The Lettermen – Love Is A Many Splendored Thing (From "Love Is A Many Splendored Thing" / Remastered 1992) (Capitol Sings The Best Movie Songs: "And The Winner Is") · Watch on YouTube

youtube_video daoaIoXfYFk · row daoaIoXfYFk

LAION-DISCO-12M

Put Your Head On My Shoulder (Remastered 1987)

Listed as The Lettermen – Put Your Head On My Shoulder (Remastered 1987) (All Time Greatest Hits) · Watch on YouTube

youtube_video do0Hdn_BHno · row do0Hdn_BHno

LAION-DISCO-12M

Never My Love

Listed as The Lettermen – Never My Love (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video dw7-d1vNzCU · row dw7-d1vNzCU

LAION-DISCO-12M

Venus

Listed as The Lettermen – Venus (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video hf1csKIjm7w · row hf1csKIjm7w

LAION-DISCO-12M

Mr. Lonely

Listed as The Lettermen – Mr. Lonely (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video i2Ei8zUDJk4 · row i2Ei8zUDJk4

LAION-DISCO-12M

When I Fall In Love

Listed as The Lettermen – When I Fall In Love (A Song For Young Love) · Watch on YouTube

youtube_video jC9c4FCL-Ig · row jC9c4FCL-Ig

LAION-DISCO-12M

Save Your Heart For Me

Listed as The Lettermen – Save Your Heart For Me (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video kmgBaf34Irg · row kmgBaf34Irg

LAION-DISCO-12M

He

Listed as The Lettermen – He (Love Story) · Watch on YouTube

youtube_video kznMaVS3EsM · row kznMaVS3EsM

LAION-DISCO-12M

Theme From "A Summer Place"

Listed as The Lettermen – Theme From "A Summer Place" (All Time Greatest Hits) · Watch on YouTube

youtube_video nbNbSarwmp8 · row nbNbSarwmp8

LAION-DISCO-12M

Shangri-La

Listed as The Lettermen – Shangri-La (All Time Greatest Hits) · Watch on YouTube

youtube_video oIKlfFEHm8Q · row oIKlfFEHm8Q

LAION-DISCO-12M

Our Winter Love

Listed as The Lettermen – Our Winter Love (Merry Christmas, Baby: Romance And Reindeer From Capitol) · Watch on YouTube

youtube_video r-yDQH5JaIA · row r-yDQH5JaIA

LAION-DISCO-12M

Almost There

Listed as The Lettermen – Almost There (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video rIE_xEB_uug · row rIE_xEB_uug

LAION-DISCO-12M

Everybody Loves Somebody

Listed as The Lettermen – Everybody Loves Somebody (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video sCeZg0LQpjI · row sCeZg0LQpjI

LAION-DISCO-12M

Smile

Listed as The Lettermen – Smile (A Song For Young Love) · Watch on YouTube

youtube_video sSXTKjnAVnk · row sSXTKjnAVnk

LAION-DISCO-12M

Try To Remember

Listed as The Lettermen – Try To Remember (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video w_4-3vxyNB0 · row w_4-3vxyNB0

LAION-DISCO-12M

Goin' Out Of My Head/Can't Take My Eyes Off Of You (Medley / Live)

Listed as The Lettermen – Goin' Out Of My Head/Can't Take My Eyes Off Of You (Medley / Live) (All Time Greatest Hits) · Watch on YouTube

youtube_video xJeObmbDiO0 · row xJeObmbDiO0

LAION-DISCO-12M

The Wonder Of You

Listed as The Lettermen – The Wonder Of You (The Lettermen Collection: Beautiful Harmony) · Watch on YouTube

youtube_video y_XuYOAijQI · row y_XuYOAijQI

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.