Yes. Andrea Bocelli has 322 songs listed in a dataset used to train AI music models.

Used for training 322

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 Over The Rainbow, Puccini: Manon Lescaut / Act 2 - "Oh, sarò la più bella!...Tu, tu, amore? Tu?", Puccini: Manon Lescaut / Act 2 - "Lescaut? Tu qui?"

Listed under the artist name 322 songs in LAION-DISCO-12M

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

Over The Rainbow

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Over The Rainbow (A Family Christmas) · Watch on YouTube

youtube_video -YIb_U_M_1Y · row -YIb_U_M_1Y

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 2 - "Oh, sarò la più bella!...Tu, tu, amore? Tu?"

Listed as Ana María Martínez, Andrea Bocelli, Orquestra de la Comunitat Valenciana, Plácido Domingo – Puccini: Manon Lescaut / Act 2 - "Oh, sarò la più bella!...Tu, tu, amore? Tu?" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video 0O-hrUJCDkA · row 0O-hrUJCDkA

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 2 - "Lescaut? Tu qui?"

Listed as Andrea Bocelli, Ana María Martínez, Javier Arrey, Orquestra de la Comunitat Valenciana – Puccini: Manon Lescaut / Act 2 - "Lescaut? Tu qui?" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video 0pOFx3RIfkc · row 0pOFx3RIfkc

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 2 - "Ah! ah! Liberi!...Ah! Manon, mi tradisce"

Listed as Ana María Martínez, Andrea Bocelli, Orquestra de la Comunitat Valenciana, Plácido Domingo – Puccini: Manon Lescaut / Act 2 - "Ah! ah! Liberi!...Ah! Manon, mi tradisce" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video 1p_Sor-syI8 · row 1p_Sor-syI8

LAION-DISCO-12M

Ave Maria Pietas

Listed as Andrea Bocelli, Aida Garifullina – Ave Maria Pietas (Sì (Deluxe)) · Watch on YouTube

youtube_video 319mglH1rJw · row 319mglH1rJw

LAION-DISCO-12M

Do You Hear What I Hear?

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Do You Hear What I Hear? (A Family Christmas) · Watch on YouTube

youtube_video 3pEp4R8RbMo · row 3pEp4R8RbMo

LAION-DISCO-12M

When Christmas Comes To Town

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – When Christmas Comes To Town (A Family Christmas) · Watch on YouTube

youtube_video 57mnn4p3a24 · row 57mnn4p3a24

LAION-DISCO-12M

I‘ll Be Home For Christmas

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – I‘ll Be Home For Christmas (A Family Christmas) · Watch on YouTube

youtube_video 5JoSPdqKW-0 · row 5JoSPdqKW-0

LAION-DISCO-12M

Leoncavallo: Pagliacci / Act 1: "Sei là...So ben che difforme...Oh! lasciami"

Listed as Ana María Martínez, Andrea Bocelli, Orchestra of the Teatro Massimo Bellini, Catania, Steven Mercurio – Leoncavallo: Pagliacci / Act 1: "Sei là...So ben che difforme...Oh! lasciami" (Leoncavallo: I Pagliacci) · Watch on YouTube

youtube_video 5bLKcaFyqxE · row 5bLKcaFyqxE

LAION-DISCO-12M

La traviata / Act 1: Libiamo ne' lieti calici (Live At Central Park, New York / 2011)

Listed as Andrea Bocelli, Pretty Yende, Ana María Martínez, Bryn Terfel – La traviata / Act 1: Libiamo ne' lieti calici (Live At Central Park, New York / 2011) (Concerto: One Night In Central Park) · Watch on YouTube

youtube_video 6uTIYqf18EU · row 6uTIYqf18EU

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 1 - "Non c'è più vino?"

Listed as Javier Arrey, Andrea Bocelli, Ana María Martínez, Matthew Pena – Puccini: Manon Lescaut / Act 1 - "Non c'è più vino?" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video 72u3AufTKYc · row 72u3AufTKYc

LAION-DISCO-12M

Ave Maria

Listed as Andrea Bocelli, Academy Of Choir Art Of Russia, Moscow Radio Symphony Orchestra, Vladimir Fedoseyev – Ave Maria (Sanctus - Das Konzert für die Seele) · Watch on YouTube

youtube_video 8yU0lmyvZ4Y · row 8yU0lmyvZ4Y

LAION-DISCO-12M

E'Natale!

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – E'Natale! (A Family Christmas (Deluxe Edition)) · Watch on YouTube

youtube_video 9uQuK1G2RpI · row 9uQuK1G2RpI

LAION-DISCO-12M

Feliz Navidad

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Feliz Navidad (A Family Christmas) · Watch on YouTube

youtube_video ChWh4RuNuWw · row ChWh4RuNuWw

LAION-DISCO-12M

Silver Bells

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Silver Bells (A Family Christmas (Deluxe Edition)) · Watch on YouTube

youtube_video Dx0L68gW-WY · row Dx0L68gW-WY

LAION-DISCO-12M

Leoncavallo: Pagliacci / Act 1: "Un grande spettacolo!"

Listed as Andrea Bocelli, Ana María Martínez, Chorus of the Teatro Massimo Bellini, Catania, Steven Mercurio – Leoncavallo: Pagliacci / Act 1: "Un grande spettacolo!" (Leoncavallo: I Pagliacci) · Watch on YouTube

youtube_video EK4d3NAL87w · row EK4d3NAL87w

LAION-DISCO-12M

Leoncavallo: Pagliacci / Act 1: "Un tal gioco, credetemi"

Listed as Andrea Bocelli, Ana María Martínez, Chorus of the Teatro Massimo Bellini, Catania, Steven Mercurio – Leoncavallo: Pagliacci / Act 1: "Un tal gioco, credetemi" (Leoncavallo: I Pagliacci) · Watch on YouTube

youtube_video FEHWo_MOV8I · row FEHWo_MOV8I

LAION-DISCO-12M

Nessuno Mi Può Giudicare (Sugar All-Star Anniversary Version)

Listed as Caterina Caselli, Andrea Bocelli, Giovanni Caccamo, Elisa – Nessuno Mi Può Giudicare (Sugar All-Star Anniversary Version) (100 Minuti Per Te) · Watch on YouTube

youtube_video GbZFGbi5KmY · row GbZFGbi5KmY

LAION-DISCO-12M

Away In A Manger

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Away In A Manger (A Family Christmas) · Watch on YouTube

youtube_video IXtugJmp2z8 · row IXtugJmp2z8

LAION-DISCO-12M

Buon Natale A Tutto Il Mondo

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Buon Natale A Tutto Il Mondo (A Family Christmas) · Watch on YouTube

youtube_video KFjfhRtv9fU · row KFjfhRtv9fU

LAION-DISCO-12M

Leoncavallo: Pagliacci / Act 1: Derisione e scherno!

Listed as Ana María Martínez, Andrea Bocelli, Stefano Antonucci, Francesco Piccoli – Leoncavallo: Pagliacci / Act 1: Derisione e scherno! (Leoncavallo: I Pagliacci) · Watch on YouTube

youtube_video KKtor7SzNrw · row KKtor7SzNrw

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 4 - "Sei tu che piangi?"

Listed as Ana María Martínez, Andrea Bocelli, Orquestra de la Comunitat Valenciana, Plácido Domingo – Puccini: Manon Lescaut / Act 4 - "Sei tu che piangi?" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video KQkTHsnWKVw · row KQkTHsnWKVw

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 4 - "Fra le tue braccia, amore!"

Listed as Ana María Martínez, Andrea Bocelli, Orquestra de la Comunitat Valenciana, Plácido Domingo – Puccini: Manon Lescaut / Act 4 - "Fra le tue braccia, amore!" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video LG4SbH-NJzY · row LG4SbH-NJzY

LAION-DISCO-12M

Il Giorno Più Speciale

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Il Giorno Più Speciale (A Family Christmas) · Watch on YouTube

youtube_video LSgbZcCkEe4 · row LSgbZcCkEe4

LAION-DISCO-12M

Do You Hear What I Hear?

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli, Pentatonix – Do You Hear What I Hear? (A Family Christmas (Deluxe Edition)) · Watch on YouTube

youtube_video P7FmnPThXFg · row P7FmnPThXFg

LAION-DISCO-12M

Cantique de Noël (Duet Version)

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Cantique de Noël (Duet Version) (A Family Christmas (Deluxe Edition)) · Watch on YouTube

youtube_video RthxgjqXVXw · row RthxgjqXVXw

LAION-DISCO-12M

Have Yourself a Merry Little Christmas

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Have Yourself a Merry Little Christmas (A Family Christmas) · Watch on YouTube

youtube_video TGWWST4pLAY · row TGWWST4pLAY

LAION-DISCO-12M

The First Noël

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – The First Noël (A Family Christmas) · Watch on YouTube

youtube_video Tb9eBWCYN1I · row Tb9eBWCYN1I

LAION-DISCO-12M

Joy To The World

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Joy To The World (A Family Christmas) · Watch on YouTube

youtube_video U2KMg0H_WVQ · row U2KMg0H_WVQ

LAION-DISCO-12M

Canción Desafinada (Radio Edit)

Listed as Andrea Bocelli, Stevie Wonder – Canción Desafinada (Radio Edit) (Amor (Edición Especial En Español)) · Watch on YouTube

youtube_video Zpez7ncvuuo · row Zpez7ncvuuo

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 1 - "Vedete? Io son fedele"

Listed as Ana María Martínez, Andrea Bocelli, Orquestra de la Comunitat Valenciana, Plácido Domingo – Puccini: Manon Lescaut / Act 1 - "Vedete? Io son fedele" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video a0qrsj86FvM · row a0qrsj86FvM

LAION-DISCO-12M

Feliz Navidad

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli, The Simpsons – Feliz Navidad (Feliz Navidad) · Watch on YouTube

youtube_video bBgw0dg_d9Q · row bBgw0dg_d9Q

LAION-DISCO-12M

Leoncavallo: Pagliacci / Act 2: "Sperai, tanto il delirio"

Listed as Ana María Martínez, Andrea Bocelli, Chorus of the Teatro Massimo Bellini, Catania, Steven Mercurio – Leoncavallo: Pagliacci / Act 2: "Sperai, tanto il delirio" (Leoncavallo: I Pagliacci) · Watch on YouTube

youtube_video bSVrTNWKwR4 · row bSVrTNWKwR4

LAION-DISCO-12M

Musica proibita

Listed as Andrea Bocelli, London Symphony Orchestra, Lorin Maazel, Stanislao Gastaldon – Musica proibita (Sentimento) · Watch on YouTube

youtube_video cDURggGRuSY · row cDURggGRuSY

LAION-DISCO-12M

Andrea Chénier / Act 4: Vicino a te s'acqueta (Live At Central Park, New York / 2011)

Listed as Andrea Bocelli, Ana María Martínez, New York Philharmonic, Alan Gilbert – Andrea Chénier / Act 4: Vicino a te s'acqueta (Live At Central Park, New York / 2011) (Concerto: One Night In Central Park) · Watch on YouTube

youtube_video hXe3h0mRb0E · row hXe3h0mRb0E

LAION-DISCO-12M

The Greatest Gift

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – The Greatest Gift (A Family Christmas) · Watch on YouTube

youtube_video hy7M3WNOtNY · row hy7M3WNOtNY

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 4 - "Tutta su me ti posa"

Listed as Andrea Bocelli, Ana María Martínez, Orquestra de la Comunitat Valenciana, Plácido Domingo – Puccini: Manon Lescaut / Act 4 - "Tutta su me ti posa" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video j1JiNMUV4bg · row j1JiNMUV4bg

LAION-DISCO-12M

Winter Wonderland

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Winter Wonderland (A Family Christmas (Deluxe Edition)) · Watch on YouTube

youtube_video jmTSyah3bUo · row jmTSyah3bUo

LAION-DISCO-12M

Let It Snow

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Let It Snow (A Family Christmas (Deluxe Edition)) · Watch on YouTube

youtube_video kFwfHHVG4Eo · row kFwfHHVG4Eo

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 3 - "Ansia eterna, crudel"

Listed as Andrea Bocelli, Javier Arrey, Ana María Martínez, Orquestra de la Comunitat Valenciana – Puccini: Manon Lescaut / Act 3 - "Ansia eterna, crudel" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video lTQZjmxqoMc · row lTQZjmxqoMc

LAION-DISCO-12M

La vie en rose

Listed as Andrea Bocelli, Edith Piaf – La vie en rose (Pasión (Edición Especial En Español)) · Watch on YouTube

youtube_video msKtLAk53LM · row msKtLAk53LM

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 2 - "Vi prego, signora (Minuetto) - L'ora, o Tirsi, è vaga e bella"

Listed as David Astorga, Maurizio Muraro, Coro de la Comunitat Valenciana, Orquestra de la Comunitat Valenciana – Puccini: Manon Lescaut / Act 2 - "Vi prego, signora (Minuetto) - L'ora, o Tirsi, è vaga e bella" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video q3GWOfbKoBU · row q3GWOfbKoBU

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 2 - "Ah!...Affé, madamigella"

Listed as Ana María Martínez, Maurizio Muraro, Orquestra de la Comunitat Valenciana, Plácido Domingo – Puccini: Manon Lescaut / Act 2 - "Ah!...Affé, madamigella" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video qMsOFI-tQNs · row qMsOFI-tQNs

LAION-DISCO-12M

Hallelujah

Listed as Andrea Bocelli, Virginia Bocelli – Hallelujah (Hallelujah) · Watch on YouTube

youtube_video tgnbDOI1WTU · row tgnbDOI1WTU

LAION-DISCO-12M

Happy Xmas (War Is Over)

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Happy Xmas (War Is Over) (A Family Christmas) · Watch on YouTube

youtube_video toYmTTDagcY · row toYmTTDagcY

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 1 - "Cortese damigella"

Listed as Andrea Bocelli, Ana María Martínez, Javier Arrey, Orquestra de la Comunitat Valenciana – Puccini: Manon Lescaut / Act 1 - "Cortese damigella" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video wm0kaXuSfWg · row wm0kaXuSfWg

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 3 - "Rosetta!...Eh! Che aria!"

Listed as German Olvera, Ana María Martínez, Andrea Bocelli, Coro de la Comunitat Valenciana – Puccini: Manon Lescaut / Act 3 - "Rosetta!...Eh! Che aria!" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video yV_-153hmzM · row yV_-153hmzM

LAION-DISCO-12M

Wonderful Christmas

Listed as Andrea Bocelli, Matteo Bocelli, Virginia Bocelli – Wonderful Christmas (Wonderful Christmas) · Watch on YouTube

youtube_video z766NYnQxL8 · row z766NYnQxL8

LAION-DISCO-12M

Dare To Be (From The Motion Picture "Cabrini")

Listed as Andrea Bocelli, Virginia Bocelli – Dare To Be (From The Motion Picture "Cabrini") (Dare To Be (From The Motion Picture "Cabrini")) · Watch on YouTube

youtube_video zRVacDxuoJY · row zRVacDxuoJY

LAION-DISCO-12M

Puccini: Manon Lescaut / Act 3 - "Manon, disperato è il mio prego!"

Listed as Andrea Bocelli, Ana María Martínez, Orquestra de la Comunitat Valenciana, Plácido Domingo – Puccini: Manon Lescaut / Act 3 - "Manon, disperato è il mio prego!" (Puccini: Manon Lescaut) · Watch on YouTube

youtube_video zgpcbL1164U · row zgpcbL1164U

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.