Yes. Linda has 14 songs listed in a dataset used to train AI music models.

Used for training 14

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 Wa'ahila Slack Key, Evening In the Islands, Lehua Nani

Listed under the artist name 14 songs in LAION-DISCO-12M

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

Wa'ahila Slack Key

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Wa'ahila Slack Key (Evening In the Islands) · Watch on YouTube

youtube_video -LWbWlyQyUQ · row -LWbWlyQyUQ

LAION-DISCO-12M

Evening In the Islands

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Evening In the Islands (Evening In the Islands) · Watch on YouTube

youtube_video 6qVy4AQOC5c · row 6qVy4AQOC5c

LAION-DISCO-12M

Lehua Nani

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Lehua Nani (Evening In the Islands) · Watch on YouTube

youtube_video DI-wG28HwWE · row DI-wG28HwWE

LAION-DISCO-12M

Palisa

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Palisa (Evening In the Islands) · Watch on YouTube

youtube_video Dx1Zm07yYh0 · row Dx1Zm07yYh0

LAION-DISCO-12M

Hula O Makee

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Hula O Makee (Evening In the Islands) · Watch on YouTube

youtube_video NMpUQ8Ec7v0 · row NMpUQ8Ec7v0

LAION-DISCO-12M

Kauoha Mai

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Kauoha Mai (Evening In the Islands) · Watch on YouTube

youtube_video NPYD_-k_xcc · row NPYD_-k_xcc

LAION-DISCO-12M

Nohealani

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Nohealani (Evening In the Islands) · Watch on YouTube

youtube_video OfUFokgRwZE · row OfUFokgRwZE

LAION-DISCO-12M

Lepe Ulaula

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Lepe Ulaula (Evening In the Islands) · Watch on YouTube

youtube_video YfHLMNLwqCI · row YfHLMNLwqCI

LAION-DISCO-12M

Beyond the Reef

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Beyond the Reef (Evening In the Islands) · Watch on YouTube

youtube_video ZrjPTLPHJGY · row ZrjPTLPHJGY

LAION-DISCO-12M

Pua Tubarose

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Pua Tubarose (Evening In the Islands) · Watch on YouTube

youtube_video e-uT34kIv5M · row e-uT34kIv5M

LAION-DISCO-12M

Honolulu Harbor

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Honolulu Harbor (Evening In the Islands) · Watch on YouTube

youtube_video eHeSSejRREU · row eHeSSejRREU

LAION-DISCO-12M

Silent Night

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Silent Night (Evening In the Islands) · Watch on YouTube

youtube_video iwsxFgfw2i4 · row iwsxFgfw2i4

LAION-DISCO-12M

Hawaiian Wedding Song

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Hawaiian Wedding Song (Evening In the Islands) · Watch on YouTube

youtube_video lZimmEjE_og · row lZimmEjE_og

LAION-DISCO-12M

Moani Ke Ala

Listed as Noelani, Linda, Leonard Kwan, Noenoe Kahookele – Moani Ke Ala (Evening In the Islands) · Watch on YouTube

youtube_video tzTMWAURXH8 · row tzTMWAURXH8

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.