Yes. Anita O' Day has 206 songs listed in a dataset used to train AI music models.

Used for training 206

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 Let's Begin, There's a Lull in My Life, I Used to Be Color Blind

Listed under the artist name 206 songs in LAION-DISCO-12M

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

Let's Begin

Listed as Anita O'Day, Buddy Bregman and His Orchestra – Let's Begin (Stars Fell On Alabama (Music for Every Mood)) · Watch on YouTube

youtube_video -vDeral3czE · row -vDeral3czE

LAION-DISCO-12M

There's a Lull in My Life

Listed as Anita O'Day, Buddy Bregman and His Orchestra – There's a Lull in My Life (Pick Yourself Up With Anita O'Day (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video VOhKiqAwhME · row VOhKiqAwhME

LAION-DISCO-12M

I Used to Be Color Blind

Listed as Anita O'Day, Buddy Bregman and His Orchestra – I Used to Be Color Blind (Pick Yourself Up With Anita O'Day (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video YtxY9zqeOc4 · row YtxY9zqeOc4

LAION-DISCO-12M

I Never Had a Chance

Listed as Anita O'Day, Buddy Bregman and His Orchestra – I Never Had a Chance (Pick Yourself Up With Anita O'Day (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video aI5l3tK-pJk · row aI5l3tK-pJk

LAION-DISCO-12M

Rock’n’Roll Blues

Listed as Anita O'Day, Ralph Burns – Rock’n’Roll Blues (You’re the Top) · Watch on YouTube

youtube_video bP3NfGxrdvg · row bP3NfGxrdvg

LAION-DISCO-12M

Two In Love

Listed as Gene Krupa & His Orchestra, Anita O'Day, Johnny Desmond – Two In Love (Those Golden Love Duets - 50 Original Recordings) · Watch on YouTube

youtube_video lpr_11y5Hf0 · row lpr_11y5Hf0

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.