Artist Melanie Thornton on YouTube Music

Yes. Melanie Thornton has 17 songs listed in a dataset used to train AI music models.

Used for training 17

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 Intoxicated, Too Late, Makin' Oooh Oooh (Talking About Love) (Brand New Radio Version)

Listed under the artist name 17 songs in LAION-DISCO-12M

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

Intoxicated

Listed as Melanie Thornton – Intoxicated (Ready To Fly) · Watch on YouTube

youtube_video EJQBM6v5EuM · row EJQBM6v5EuM

LAION-DISCO-12M

Too Late

Listed as Melanie Thornton – Too Late (Ready To Fly) · Watch on YouTube

youtube_video EtoZmvaotZM · row EtoZmvaotZM

LAION-DISCO-12M

Makin' Oooh Oooh (Talking About Love) (Brand New Radio Version)

Listed as Melanie Thornton – Makin' Oooh Oooh (Talking About Love) (Brand New Radio Version) (Ready To Fly) · Watch on YouTube

youtube_video GYoApgQQ2Io · row GYoApgQQ2Io

LAION-DISCO-12M

Forever

Listed as Melanie Thornton – Forever (Ready To Fly) · Watch on YouTube

youtube_video H2A9Mw4_4Qk · row H2A9Mw4_4Qk

LAION-DISCO-12M

No Tears

Listed as Melanie Thornton – No Tears (Ready To Fly) · Watch on YouTube

youtube_video KJWc_VybnRo · row KJWc_VybnRo

LAION-DISCO-12M

Love How You Love Me (Original Radio Version)

Listed as Melanie Thornton – Love How You Love Me (Original Radio Version) (Ready To Fly) · Watch on YouTube

youtube_video R5gtjJBmuJM · row R5gtjJBmuJM

LAION-DISCO-12M

Heartbeat (Chicago Radio Remix)

Listed as Melanie Thornton – Heartbeat (Chicago Radio Remix) (Ready To Fly) · Watch on YouTube

youtube_video T12rvPR3T5k · row T12rvPR3T5k

LAION-DISCO-12M

I Apologize

Listed as Melanie Thornton – I Apologize (Ready To Fly) · Watch on YouTube

youtube_video VKZvaqSdx5k · row VKZvaqSdx5k

LAION-DISCO-12M

Heartbeat (Radio Version)

Listed as Melanie Thornton – Heartbeat (Radio Version) (Ready To Fly) · Watch on YouTube

youtube_video VPa8l8W2Ll8 · row VPa8l8W2Ll8

LAION-DISCO-12M

Wonderful Dream (Holidays Are Coming) (Art-Of-Soul Tight Mix)

Listed as Melanie Thornton – Wonderful Dream (Holidays Are Coming) (Art-Of-Soul Tight Mix) (Wonderful Dream (Holidays Are Coming)) · Watch on YouTube

youtube_video XAe-KnHRZqs · row XAe-KnHRZqs

LAION-DISCO-12M

Memories

Listed as Melanie Thornton – Memories (Ready To Fly) · Watch on YouTube

youtube_video _QJ13K5V4Jg · row _QJ13K5V4Jg

LAION-DISCO-12M

Wonderful Dream (Holidays Are Coming) (Radio Version)

Listed as Melanie Thornton – Wonderful Dream (Holidays Are Coming) (Radio Version) (Ready To Fly) · Watch on YouTube

youtube_video ck1SRjsMHDc · row ck1SRjsMHDc

LAION-DISCO-12M

I Wish It Was Love

Listed as Melanie Thornton – I Wish It Was Love (Ready To Fly) · Watch on YouTube

youtube_video daECMXrSU7w · row daECMXrSU7w

LAION-DISCO-12M

Back On My Feet Again

Listed as Melanie Thornton – Back On My Feet Again (Ready To Fly) · Watch on YouTube

youtube_video lT8c2BGHjJ4 · row lT8c2BGHjJ4

LAION-DISCO-12M

Wonderful Dream (Holidays Are Coming) (Winter Wonderland Mix '04)

Listed as Melanie Thornton – Wonderful Dream (Holidays Are Coming) (Winter Wonderland Mix '04) (Wonderful Dream (Holidays Are Coming)) · Watch on YouTube

youtube_video pHVTd0sBUhQ · row pHVTd0sBUhQ

LAION-DISCO-12M

It's Alright

Listed as Melanie Thornton – It's Alright (Ready To Fly) · Watch on YouTube

youtube_video sZQaETy9D8Y · row sZQaETy9D8Y

LAION-DISCO-12M

Walk On By

Listed as Melanie Thornton – Walk On By (Ready To Fly) · Watch on YouTube

youtube_video wzreYuT4SQg · row wzreYuT4SQg

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.