Yes. Little Beaver has 59 songs listed in a dataset used to train AI music models.

Used for training 59

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 Party Down (Revisited) (Acappella), Love & Affection (From the House of Correction) (Acappella), I'm A Man Just Like You

Listed under the artist name 59 songs in LAION-DISCO-12M

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

Party Down (Revisited) (Acappella)

Listed as Little Beaver – Party Down (Revisited) (Acappella) (Party Down (Revisited)) · Watch on YouTube

youtube_video GcoAK1_YM2w · row GcoAK1_YM2w

LAION-DISCO-12M

Love & Affection (From the House of Correction) (Acappella)

Listed as Little Beaver – Love & Affection (From the House of Correction) (Acappella) (Love & Affection (From the House of Correction)) · Watch on YouTube

youtube_video OmC65IV8qpQ · row OmC65IV8qpQ

LAION-DISCO-12M

I'm A Man Just Like You

Listed as Little Beaver – I'm A Man Just Like You (Katie Pearl) · Watch on YouTube

youtube_video XRw_KPRIOBQ · row XRw_KPRIOBQ

LAION-DISCO-12M

Keep On Partying (feat. Jerome Smith)

Listed as Little Beaver – Keep On Partying (feat. Jerome Smith) (Love & Affection (From The House Of Correction)) · Watch on YouTube

youtube_video Zc3q1gyifrQ · row Zc3q1gyifrQ

LAION-DISCO-12M

Party Down (Revisited) (Instrumental)

Listed as Little Beaver – Party Down (Revisited) (Instrumental) (Party Down (Revisited)) · Watch on YouTube

youtube_video iS3T-GljZeM · row iS3T-GljZeM

LAION-DISCO-12M

Love & Affection (From The House Of Correction) (Instrumental)

Listed as Little Beaver – Love & Affection (From The House Of Correction) (Instrumental) (Love & Affection (From The House Of Correction)) · Watch on YouTube

youtube_video mlpmqc3_FPM · row mlpmqc3_FPM

LAION-DISCO-12M

Do It to Me One More Time

Listed as Little Beaver, The Rocketeers – Do It to Me One More Time (Eccentric Soul: The Saadia Label) · Watch on YouTube

youtube_video nIYCw7aVtXo · row nIYCw7aVtXo

LAION-DISCO-12M

Ain't No Time

Listed as Little Beaver – Ain't No Time (Henry Stone Presents the Little Beaver Songbook) · Watch on YouTube

youtube_video qFo2y4cSUd4 · row qFo2y4cSUd4

LAION-DISCO-12M

Sure Thing

Listed as Little Beaver – Sure Thing (Southern Fried Blues) · Watch on YouTube

youtube_video uDx1E5g5XfM · row uDx1E5g5XfM

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.