YouTrained

Artist Isobel Buchanan on YouTube Music

Yes. Isobel Buchanan has 12 songs listed in a dataset used to train AI music models.

Used for training 12

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 Bellini: La Sonnambula / Act 2 - Lisa mendace anch'essa!, Bellini: La Sonnambula / Act 1 - Io più di tutti, o Amona, Bellini: La Sonnambula / Act 1 - D'un pensiero e d'un accento

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

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

Bellini: La Sonnambula / Act 2 - Lisa mendace anch'essa!

Listed as Luciano Pavarotti, Della Jones, Isobel Buchanan, Nicolai Ghiaurov – Bellini: La Sonnambula / Act 2 - Lisa mendace anch'essa! (Bellini: La Sonnambula) · Watch on YouTube

youtube_video J6zOxCq3wvY · row J6zOxCq3wvY

LAION-DISCO-12M

Bellini: La Sonnambula / Act 1 - Io più di tutti, o Amona

Listed as John Tomlinson, Joan Sutherland, Isobel Buchanan, Della Jones – Bellini: La Sonnambula / Act 1 - Io più di tutti, o Amona (Bellini: La Sonnambula) · Watch on YouTube

youtube_video U2WkRPewP2k · row U2WkRPewP2k

LAION-DISCO-12M

Bellini: La Sonnambula / Act 1 - D'un pensiero e d'un accento

Listed as Joan Sutherland, Luciano Pavarotti, Isobel Buchanan, Della Jones – Bellini: La Sonnambula / Act 1 - D'un pensiero e d'un accento (Bellini: La Sonnambula) · Watch on YouTube

youtube_video VOERTqElzNw · row VOERTqElzNw

LAION-DISCO-12M

Massenet: Werther / Act 3 - "Va! Laisse couler mes larmes" - "Les larmes qu'on ne pleure pas"

Listed as Frederica von Stade, Isobel Buchanan, Orchestra of the Royal Opera House, Covent Garden, Sir Colin Davis – Massenet: Werther / Act 3 - "Va! Laisse couler mes larmes" - "Les larmes qu'on ne pleure pas" (Massenet: Werther) · Watch on YouTube

youtube_video aSyEvsnBVuw · row aSyEvsnBVuw

LAION-DISCO-12M

Massenet: Werther / Act 1 - "Assez! Assez!" - "Noël! Jésus vient de naître!" - "Bravo pour les enfants!"

Listed as Robert Lloyd, Malcolm King, Paul Crook, Isobel Buchanan – Massenet: Werther / Act 1 - "Assez! Assez!" - "Noël! Jésus vient de naître!" - "Bravo pour les enfants!" (Massenet: Werther) · Watch on YouTube

youtube_video apf5NfZVOjM · row apf5NfZVOjM

LAION-DISCO-12M

Bellini: La Sonnambula / Act 1 - Non più nozze

Listed as Luciano Pavarotti, Joan Sutherland, Della Jones, Isobel Buchanan – Bellini: La Sonnambula / Act 1 - Non più nozze (Bellini: La Sonnambula) · Watch on YouTube

youtube_video byRMdFGs9d4 · row byRMdFGs9d4

LAION-DISCO-12M

Die Zauberflöte, K. 620, Act II: "Pa-Pa-Pa-Pa-Pa-Pa-Papagena!"

Listed as John Pringle, Richard Bonynge, Queensland Symphony Orchestra, Isobel Buchanan – Die Zauberflöte, K. 620, Act II: "Pa-Pa-Pa-Pa-Pa-Pa-Papagena!" (Mozart Arias and Duets) · Watch on YouTube

youtube_video cDU3EdnkLso · row cDU3EdnkLso

LAION-DISCO-12M

Bellini: La Sonnambula / Act 1 - E menzonga

Listed as Luciano Pavarotti, Isobel Buchanan, Della Jones, Joan Sutherland – Bellini: La Sonnambula / Act 1 - E menzonga (Bellini: La Sonnambula) · Watch on YouTube

youtube_video cTVSdS0OL3I · row cTVSdS0OL3I

LAION-DISCO-12M

Bellini: La Sonnambula / Act 2 - E fia pur vero, Elvino

Listed as Isobel Buchanan, Luciano Pavarotti, Nicolai Ghiaurov, John Tomlinson – Bellini: La Sonnambula / Act 2 - E fia pur vero, Elvino (Bellini: La Sonnambula) · Watch on YouTube

youtube_video et6uZ4mVkWE · row et6uZ4mVkWE

LAION-DISCO-12M

Bellini: La Sonnambula / Act 1 - Contezza del paese avete voi, signor?

Listed as Luciano Pavarotti, Nicolai Ghiaurov, Della Jones, Isobel Buchanan – Bellini: La Sonnambula / Act 1 - Contezza del paese avete voi, signor? (Bellini: La Sonnambula) · Watch on YouTube

youtube_video skTxmUes1lA · row skTxmUes1lA

LAION-DISCO-12M

Bellini: La Sonnambula / Act 1 - Vi ravviso, o luoghi ameni

Listed as Nicolai Ghiaurov, Isobel Buchanan, Luciano Pavarotti, Della Jones – Bellini: La Sonnambula / Act 1 - Vi ravviso, o luoghi ameni (Bellini: La Sonnambula) · Watch on YouTube

youtube_video tuJINbeucb0 · row tuJINbeucb0

LAION-DISCO-12M

Puccini: Suor Angelica - Laudata Maria! E sempre sia!

Listed as Elizabeth Gale, Hannah Francis, Della Jones, Isobel Buchanan – Puccini: Suor Angelica - Laudata Maria! E sempre sia! (Puccini: Suor Angelica) · Watch on YouTube

youtube_video z2caTD4WG9M · row z2caTD4WG9M

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.

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