Yes. The Sandpipers has 154 songs listed in a dataset used to train AI music models.

Used for training 154

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 The Last Time, Silly Easter Bonnet (feat. The Sandpipers & Linda Barrie), Kumbaya

Listed under the artist name 154 songs in LAION-DISCO-12M

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

The Last Time

Listed as The Sandpipers – The Last Time (Overdue (Extended Version)) · Watch on YouTube

youtube_video 05AXTAdXp5A · row 05AXTAdXp5A

LAION-DISCO-12M

Silly Easter Bonnet (feat. The Sandpipers & Linda Barrie)

Listed as Mitch Miller, The Sandpipers – Silly Easter Bonnet (feat. The Sandpipers & Linda Barrie) (Favorite Children's Songs) · Watch on YouTube

youtube_video 0BCDdX6-7jE · row 0BCDdX6-7jE

LAION-DISCO-12M

Kumbaya

Listed as The Sandpipers – Kumbaya (The Wonder Of You) · Watch on YouTube

youtube_video 16OYxe8l5GA · row 16OYxe8l5GA

LAION-DISCO-12M

Michelle

Listed as The Sandpipers – Michelle (The Sandpipers) · Watch on YouTube

youtube_video 4eYvqDDLAQo · row 4eYvqDDLAQo

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Open up Your Heart (And Let the Sunshine In) (feat. The Sandpipers, Roy Rogers & Dale Evans)

Listed as Mitch Miller, The Sandpipers – Open up Your Heart (And Let the Sunshine In) (feat. The Sandpipers, Roy Rogers & Dale Evans) (Favorite Children's Songs) · Watch on YouTube

youtube_video 4ggqAHW63gg · row 4ggqAHW63gg

LAION-DISCO-12M

When You Wish Upon a Star [From "Pinocchio"] (feat. The Sandpipers & Cliff Edwards)

Listed as Mitch Miller, The Sandpipers – When You Wish Upon a Star [From "Pinocchio"] (feat. The Sandpipers & Cliff Edwards) (Favorite Children's Songs) · Watch on YouTube

youtube_video 5dE09DKbfSE · row 5dE09DKbfSE

LAION-DISCO-12M

Hang On Sloopy

Listed as The Sandpipers – Hang On Sloopy (Overdue (Extended Version)) · Watch on YouTube

youtube_video 6MoJXgpFvR0 · row 6MoJXgpFvR0

LAION-DISCO-12M

Suzanne

Listed as The Sandpipers – Suzanne (Softly) · Watch on YouTube

youtube_video 77og4ucu67M · row 77og4ucu67M

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Strange Song

Listed as The Sandpipers – Strange Song (Misty Roses) · Watch on YouTube

youtube_video 8_AoKkkT1XA · row 8_AoKkkT1XA

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I've Got No Strings [From "Pinocchio"] (feat. The Sandpipers & Gilbert Mack)

Listed as Mitch Miller, The Sandpipers – I've Got No Strings [From "Pinocchio"] (feat. The Sandpipers & Gilbert Mack) (Favorite Children's Songs) · Watch on YouTube

youtube_video 9yVOlfq8trE · row 9yVOlfq8trE

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Ojos De Espana

Listed as The Sandpipers – Ojos De Espana (Softly) · Watch on YouTube

youtube_video BgBRDu7DF-I · row BgBRDu7DF-I

LAION-DISCO-12M

Eustis, The Useless Rabbit (feat. The Sandpipers & Mike Stewart)

Listed as Mitch Miller, The Sandpipers – Eustis, The Useless Rabbit (feat. The Sandpipers & Mike Stewart) (Favorite Children's Songs) · Watch on YouTube

youtube_video Bgs1j3SE1g4 · row Bgs1j3SE1g4

LAION-DISCO-12M

Pretty Flamingo

Listed as The Sandpipers – Pretty Flamingo (The Wonder Of You) · Watch on YouTube

youtube_video CEe4Hge5Dyw · row CEe4Hge5Dyw

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The Long And Winding Road

Listed as The Sandpipers – The Long And Winding Road (Come Saturday Morning) · Watch on YouTube

youtube_video Dr2W1_4V0Kg · row Dr2W1_4V0Kg

LAION-DISCO-12M

Lo Mucho Que Te Quiero

Listed as The Sandpipers – Lo Mucho Que Te Quiero (The Wonder Of You) · Watch on YouTube

youtube_video GPfjysUMB-s · row GPfjysUMB-s

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Easter Parade (feat. The Sandpipers & Anne Lloyd)

Listed as Mitch Miller, The Sandpipers – Easter Parade (feat. The Sandpipers & Anne Lloyd) (Favorite Children's Songs) · Watch on YouTube

youtube_video GTtg91Pbepg · row GTtg91Pbepg

LAION-DISCO-12M

The Drifter

Listed as The Sandpipers – The Drifter (Come Saturday Morning) · Watch on YouTube

youtube_video GXZIO_XOotA · row GXZIO_XOotA

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Never My Love

Listed as The Sandpipers – Never My Love (A Gift Of Song) · Watch on YouTube

youtube_video KcG4ifNRDPI · row KcG4ifNRDPI

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Yellow Days

Listed as The Sandpipers – Yellow Days (The Wonder Of You) · Watch on YouTube

youtube_video LqON_vZTjIc · row LqON_vZTjIc

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Softy

Listed as The Sandpipers – Softy (Softly) · Watch on YouTube

youtube_video RY6CTV8hKXY · row RY6CTV8hKXY

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Autumn Afternoon

Listed as The Sandpipers – Autumn Afternoon (Come Saturday Morning) · Watch on YouTube

youtube_video T7NtXrqhEdE · row T7NtXrqhEdE

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Oh, What a Beautiful Morning (feat. The Sandpipers, Dyck Byron, Sally Sweetland & Dick Byron)

Listed as Mitch Miller, The Sandpipers – Oh, What a Beautiful Morning (feat. The Sandpipers, Dyck Byron, Sally Sweetland & Dick Byron) (Favorite Children's Songs) · Watch on YouTube

youtube_video UQxsdaB14_Y · row UQxsdaB14_Y

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Cancion De Amor (Wanderlove)

Listed as The Sandpipers – Cancion De Amor (Wanderlove) (Softly) · Watch on YouTube

youtube_video UcUaiobFHBU · row UcUaiobFHBU

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Free To Carry On

Listed as The Sandpipers – Free To Carry On (Come Saturday Morning) · Watch on YouTube

youtube_video VRnjSCdKtJU · row VRnjSCdKtJU

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It's Over

Listed as The Sandpipers – It's Over (The Sandpipers) · Watch on YouTube

youtube_video _GWEGFdQN5Y · row _GWEGFdQN5Y

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A Gift Of Song

Listed as The Sandpipers – A Gift Of Song (A Gift Of Song) · Watch on YouTube

youtube_video ar4s1y-h4Ps · row ar4s1y-h4Ps

LAION-DISCO-12M

What Makes You Dream, Pretty Girl?

Listed as The Sandpipers – What Makes You Dream, Pretty Girl? (Guantanamera) · Watch on YouTube

youtube_video dNFuzs3FSck · row dNFuzs3FSck

LAION-DISCO-12M

Stasera Gli Angeli Non Volano (For The Last Time)

Listed as The Sandpipers – Stasera Gli Angeli Non Volano (For The Last Time) (Guantanamera) · Watch on YouTube

youtube_video eX76_DQegiU · row eX76_DQegiU

LAION-DISCO-12M

Born Free

Listed as The Sandpipers – Born Free (Second Spanish Album) · Watch on YouTube

youtube_video f2CATlYBwtw · row f2CATlYBwtw

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All My Loving

Listed as The Sandpipers – All My Loving (Softly) · Watch on YouTube

youtube_video i-BBEzRu9lU · row i-BBEzRu9lU

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Wooden Heart

Listed as The Sandpipers – Wooden Heart (Misty Roses) · Watch on YouTube

youtube_video iYs3rYrxfDk · row iYs3rYrxfDk

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Where There's A Heartache

Listed as The Sandpipers – Where There's A Heartache (Come Saturday Morning) · Watch on YouTube

youtube_video kuEcedJQHU8 · row kuEcedJQHU8

LAION-DISCO-12M

You're a Great Way to Fly (Singapore Girl)

Listed as The Sandpipers – You're a Great Way to Fly (Singapore Girl) (Overdue (Extended Version)) · Watch on YouTube

youtube_video lc0UMFYzjGA · row lc0UMFYzjGA

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Fly Me To The Moon

Listed as The Sandpipers – Fly Me To The Moon (Misty Roses) · Watch on YouTube

youtube_video m3PdfazGk68 · row m3PdfazGk68

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Inch Worm

Listed as The Sandpipers – Inch Worm (The Sandpipers) · Watch on YouTube

youtube_video mGm4ETj8PBQ · row mGm4ETj8PBQ

LAION-DISCO-12M

It's Too Late

Listed as The Sandpipers – It's Too Late (A Gift Of Song) · Watch on YouTube

youtube_video nuHgRdmYAqs · row nuHgRdmYAqs

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Crackerjack Christmas

Listed as The Sandpipers, Mitch Miller and His Orchestra – Crackerjack Christmas (First Christmas Record for Children) · Watch on YouTube

youtube_video o4ygavQbNGw · row o4ygavQbNGw

LAION-DISCO-12M

A Man Without Love

Listed as The Sandpipers – A Man Without Love (Second Spanish Album) · Watch on YouTube

youtube_video oVTxZe5sdws · row oVTxZe5sdws

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Wave

Listed as The Sandpipers – Wave (The Wonder Of You) · Watch on YouTube

youtube_video pZw6t2lnzJ0 · row pZw6t2lnzJ0

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Glass

Listed as The Sandpipers – Glass (The Sandpipers) · Watch on YouTube

youtube_video qCzLXFGfXtE · row qCzLXFGfXtE

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Let Go

Listed as The Sandpipers – Let Go (The Wonder Of You) · Watch on YouTube

youtube_video rClm7iorXHM · row rClm7iorXHM

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If

Listed as The Sandpipers – If (A Gift Of Song) · Watch on YouTube

youtube_video sxEDMhtvVRc · row sxEDMhtvVRc

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Music, Music, Music (feat. The Sandpipers & Anne Lloyd)

Listed as Mitch Miller, The Sandpipers – Music, Music, Music (feat. The Sandpipers & Anne Lloyd) (Favorite Children's Songs) · Watch on YouTube

youtube_video t3IDalxrfCs · row t3IDalxrfCs

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Misty Roses

Listed as The Sandpipers – Misty Roses (Misty Roses) · Watch on YouTube

youtube_video twNCccgY7jY · row twNCccgY7jY

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Back In The Street Again

Listed as The Sandpipers – Back In The Street Again (Softly) · Watch on YouTube

youtube_video v-mMdNPj1A8 · row v-mMdNPj1A8

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Never Can Say Goodbye

Listed as The Sandpipers – Never Can Say Goodbye (A Gift Of Song) · Watch on YouTube

youtube_video wYiFgz86kOU · row wYiFgz86kOU

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To Put Up With You

Listed as The Sandpipers – To Put Up With You (Softly) · Watch on YouTube

youtube_video xE28cxcdXNw · row xE28cxcdXNw

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Love Is Blue

Listed as The Sandpipers – Love Is Blue (Softly) · Watch on YouTube

youtube_video xRDKyWyWYPY · row xRDKyWyWYPY

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Guantanamera

Listed as The Sandpipers – Guantanamera (Songs Of Hope And Freedom) · Watch on YouTube

youtube_video yKsoIur-3dU · row yKsoIur-3dU

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A Song Of Joy

Listed as The Sandpipers – A Song Of Joy (Come Saturday Morning) · Watch on YouTube

youtube_video zrx_Mw0xdyQ · row zrx_Mw0xdyQ

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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.