Yes. Fred Penner has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 I Have A Heart, Fit, D’ ou Viens Tu Bergere (Where Have You Been Shepherd)

Listed under the artist name 149 songs in LAION-DISCO-12M

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

I Have A Heart

Listed as Fred Penner – I Have A Heart (Happy Feet) · Watch on YouTube

youtube_video 0kCTNPl_WnY · row 0kCTNPl_WnY

LAION-DISCO-12M

Fit

Listed as Fred Penner – Fit (Where In The World) · Watch on YouTube

youtube_video 3OxDFKWKmko · row 3OxDFKWKmko

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D’ ou Viens Tu Bergere (Where Have You Been Shepherd)

Listed as Fred Penner – D’ ou Viens Tu Bergere (Where Have You Been Shepherd) (Christmastime) · Watch on YouTube

youtube_video 45mocbMKKMY · row 45mocbMKKMY

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Mao Tzur (Rock of Ages)

Listed as Fred Penner – Mao Tzur (Rock of Ages) (Christmastime) · Watch on YouTube

youtube_video 5ZpNiP5GbIo · row 5ZpNiP5GbIo

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Children Go

Listed as Fred Penner – Children Go (Christmastime) · Watch on YouTube

youtube_video 5sNSQWTxfpc · row 5sNSQWTxfpc

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Cantate Domino

Listed as Fred Penner – Cantate Domino (Christmastime) · Watch on YouTube

youtube_video 7Ch3a-7pge8 · row 7Ch3a-7pge8

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A Wish To Grow On

Listed as Fred Penner – A Wish To Grow On (Moonlight Express) · Watch on YouTube

youtube_video 8Bay1NNW5VQ · row 8Bay1NNW5VQ

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The Ugly Duckling

Listed as Fred Penner – The Ugly Duckling (A House For Me) · Watch on YouTube

youtube_video 9jDCEFkx5u4 · row 9jDCEFkx5u4

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She's A Baby

Listed as Fred Penner – She's A Baby (What A Day!) · Watch on YouTube

youtube_video A-cqp9GDj-o · row A-cqp9GDj-o

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Home Is Where The Heart Is

Listed as Fred Penner – Home Is Where The Heart Is (Where In The World) · Watch on YouTube

youtube_video Aj-1BaDq-DQ · row Aj-1BaDq-DQ

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The Moon Song

Listed as Fred Penner – The Moon Song (What A Day!) · Watch on YouTube

youtube_video BkRWsv4bPT4 · row BkRWsv4bPT4

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Growing

Listed as Fred Penner – Growing (Moonlight Express) · Watch on YouTube

youtube_video C8joTqzpoto · row C8joTqzpoto

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Shine On Your Shoes

Listed as Fred Penner – Shine On Your Shoes (Happy Feet) · Watch on YouTube

youtube_video C_-bX1JbBQ8 · row C_-bX1JbBQ8

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Over The Rainbow

Listed as Fred Penner – Over The Rainbow (Sing With Fred) · Watch on YouTube

youtube_video HSZ4eoZoXNQ · row HSZ4eoZoXNQ

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Sing Sing Sing

Listed as Fred Penner – Sing Sing Sing (Fred Penner's Place) · Watch on YouTube

youtube_video LF5PrZ1HSnQ · row LF5PrZ1HSnQ

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Piggyback Ride

Listed as Fred Penner – Piggyback Ride (Poco) · Watch on YouTube

youtube_video LH7m2vl1XXQ · row LH7m2vl1XXQ

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In Winnipeg At Christmas

Listed as Fred Penner – In Winnipeg At Christmas (Christmastime) · Watch on YouTube

youtube_video Nrg1rfZQuBU · row Nrg1rfZQuBU

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Favourite Things

Listed as Fred Penner – Favourite Things (Fred’s Favourites) · Watch on YouTube

youtube_video PGAR4phRNcY · row PGAR4phRNcY

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A Song About Smells

Listed as Fred Penner – A Song About Smells (What A Day!) · Watch on YouTube

youtube_video Pk59Xl2MZ3c · row Pk59Xl2MZ3c

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It’s Great Being Me

Listed as Fred Penner – It’s Great Being Me (What A Day!) · Watch on YouTube

youtube_video QEj2Ssuc6Jk · row QEj2Ssuc6Jk

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Virgin Mary Had A Baby Boy

Listed as Fred Penner – Virgin Mary Had A Baby Boy (Christmastime) · Watch on YouTube

youtube_video RBviGkov_Qc · row RBviGkov_Qc

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Hush Little Baby

Listed as Fred Penner – Hush Little Baby (A House For Me) · Watch on YouTube

youtube_video SNLlbxNyZ50 · row SNLlbxNyZ50

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Land of the Silver Birch/My Paddle's Keen and Bright

Listed as Fred Penner – Land of the Silver Birch/My Paddle's Keen and Bright (A House For Me) · Watch on YouTube

youtube_video T5iWJt8-DDE · row T5iWJt8-DDE

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Joshua

Listed as Fred Penner – Joshua (Poco) · Watch on YouTube

youtube_video Uyso1aafC1E · row Uyso1aafC1E

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Children's Garden (feat. Rosalyn Dennett)

Listed as Fred Penner – Children's Garden (feat. Rosalyn Dennett) (Hear The Music) · Watch on YouTube

youtube_video V85TqOpBn5I · row V85TqOpBn5I

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Stories Live

Listed as Fred Penner – Stories Live (Moonlight Express) · Watch on YouTube

youtube_video Wabt1TIj6NI · row Wabt1TIj6NI

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Ba Ba No Ma

Listed as Fred Penner – Ba Ba No Ma (Ebeneezer Sneezer) · Watch on YouTube

youtube_video _5-MinzQJrk · row _5-MinzQJrk

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Il Est Ne' Le Divin Enfant (The Divine Infant Is Born)

Listed as Fred Penner – Il Est Ne' Le Divin Enfant (The Divine Infant Is Born) (Christmastime) · Watch on YouTube

youtube_video _AUNOJaiC-4 · row _AUNOJaiC-4

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The Old Sow Song

Listed as Fred Penner – The Old Sow Song (Ebeneezer Sneezer) · Watch on YouTube

youtube_video _RUv6w0GIGI · row _RUv6w0GIGI

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Riu Chui

Listed as Fred Penner – Riu Chui (Christmastime) · Watch on YouTube

youtube_video aZFs-l4mjS8 · row aZFs-l4mjS8

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Ka-Lim-Ba (Instrumental)

Listed as Fred Penner – Ka-Lim-Ba (Instrumental) (Poco) · Watch on YouTube

youtube_video ajZuvW-v4N4 · row ajZuvW-v4N4

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L'il Liza Jane

Listed as Fred Penner – L'il Liza Jane (Rhyme a Word or Two) · Watch on YouTube

youtube_video dQ5ahko1N2s · row dQ5ahko1N2s

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Imagination

Listed as Fred Penner – Imagination (What A Day!) · Watch on YouTube

youtube_video eFG2ef_JNX0 · row eFG2ef_JNX0

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Dnas’ Pohyooshcha (Let Us Sing And Rejoice Today)

Listed as Fred Penner – Dnas’ Pohyooshcha (Let Us Sing And Rejoice Today) (Christmastime) · Watch on YouTube

youtube_video gyb4R6i3ElM · row gyb4R6i3ElM

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The Season

Listed as Fred Penner – The Season (Christmastime) · Watch on YouTube

youtube_video ibV_HNTvodI · row ibV_HNTvodI

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Blue Frog

Listed as Fred Penner – Blue Frog (What A Day!) · Watch on YouTube

youtube_video k8U_x3IB6l4 · row k8U_x3IB6l4

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Cowboy's Lament/Home on the Range

Listed as Fred Penner – Cowboy's Lament/Home on the Range (A House For Me) · Watch on YouTube

youtube_video kQ322-nvKfk · row kQ322-nvKfk

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Christmas Magic

Listed as Fred Penner – Christmas Magic (Christmastime) · Watch on YouTube

youtube_video lgwZbE6rM_Y · row lgwZbE6rM_Y

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Hold 'Em Joe

Listed as Fred Penner – Hold 'Em Joe (A House For Me) · Watch on YouTube

youtube_video m8VID2J3B_w · row m8VID2J3B_w

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Crawdad

Listed as Fred Penner – Crawdad (A House For Me) · Watch on YouTube

youtube_video oAsQtAcAxt8 · row oAsQtAcAxt8

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Vo Vyfeyemi (In Bethlehem)

Listed as Fred Penner – Vo Vyfeyemi (In Bethlehem) (Christmastime) · Watch on YouTube

youtube_video p-1ar_cpqbM · row p-1ar_cpqbM

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Bienvenue (feat. Rosalyn Denett, Damien Penner, Hayley Gene, Danica Penner, Kendra Penner)

Listed as Fred Penner – Bienvenue (feat. Rosalyn Denett, Damien Penner, Hayley Gene, Danica Penner, Kendra Penner) (Hear The Music) · Watch on YouTube

youtube_video p3kUjrpKgsY · row p3kUjrpKgsY

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A Father's Song

Listed as Fred Penner – A Father's Song (Fred Penner's Place) · Watch on YouTube

youtube_video r3FxZ9hoCBY · row r3FxZ9hoCBY

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Talk Talk

Listed as Fred Penner – Talk Talk (What A Day!) · Watch on YouTube

youtube_video rMBxj3WYp54 · row rMBxj3WYp54

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I've Got No Strings

Listed as Fred Penner – I've Got No Strings (Ebeneezer Sneezer) · Watch on YouTube

youtube_video soC7fFGRX9M · row soC7fFGRX9M

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The Old Chisholm Trail

Listed as Fred Penner – The Old Chisholm Trail (Ebeneezer Sneezer) · Watch on YouTube

youtube_video xHRIKsdzs-U · row xHRIKsdzs-U

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Everything Is Ticketty-Boo

Listed as Fred Penner – Everything Is Ticketty-Boo (A House For Me) · Watch on YouTube

youtube_video zBbpnW-35EI · row zBbpnW-35EI

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A Friend Like You (feat. Al Simmons)

Listed as Fred Penner – A Friend Like You (feat. Al Simmons) (What A Day!) · Watch on YouTube

youtube_video zHJIGJzVYO4 · row zHJIGJzVYO4

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Po Vs’ omu Sviti Stala Novyna (The Carol Of The Christmas Miracle)

Listed as Fred Penner – Po Vs’ omu Sviti Stala Novyna (The Carol Of The Christmas Miracle) (Christmastime) · Watch on YouTube

youtube_video zIX5Ba4Fw2s · row zIX5Ba4Fw2s

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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.