YouTrained

Artist Natasha Bedingfield on YouTube Music

Yes. Natasha Bedingfield has 124 songs listed in a dataset used to train AI music models.

Used for training 124

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 These Words (Ford Dub Mix), King Of The World (Acoustic Version / Bonus Track), Love Looks Like

Listed under the artist name 124 songs in LAION-DISCO-12M

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

These Words (Ford Dub Mix)

Listed as Natasha Bedingfield – These Words (Ford Dub Mix) (These Words (I Love You, I Love You)) · Watch on YouTube

youtube_video 0lAXDHEq3AE · row 0lAXDHEq3AE

LAION-DISCO-12M

King Of The World (Acoustic Version / Bonus Track)

Listed as Natasha Bedingfield – King Of The World (Acoustic Version / Bonus Track) (ROLL WITH ME) · Watch on YouTube

youtube_video 2jn9VXfkUjg · row 2jn9VXfkUjg

LAION-DISCO-12M

Love Looks Like

Listed as Art House, Natasha Bedingfield – Love Looks Like (Love Looks Like) · Watch on YouTube

youtube_video AFaqV9sunos · row AFaqV9sunos

LAION-DISCO-12M

Soulmate ((AOL Session) [Live])

Listed as Natasha Bedingfield – Soulmate ((AOL Session) [Live]) (Soulmate ((AOL Session) [Live])) · Watch on YouTube

youtube_video AHL2WysTsi8 · row AHL2WysTsi8

LAION-DISCO-12M

Wishful Thinking

Listed as Natasha Bedingfield – Wishful Thinking (ROLL WITH ME) · Watch on YouTube

youtube_video BwcDcgKWxis · row BwcDcgKWxis

LAION-DISCO-12M

Soulmate (Instrumental)

Listed as Natasha Bedingfield – Soulmate (Instrumental) (Soulmate) · Watch on YouTube

youtube_video NFs2X0NPHG4 · row NFs2X0NPHG4

LAION-DISCO-12M

Hey Papa (Acoustic Version / Bonus Track)

Listed as Natasha Bedingfield – Hey Papa (Acoustic Version / Bonus Track) (ROLL WITH ME) · Watch on YouTube

youtube_video S8BhVC2q6aw · row S8BhVC2q6aw

LAION-DISCO-12M

Love Like This (Johnny Vicious Warehouse Mix)

Listed as Natasha Bedingfield – Love Like This (Johnny Vicious Warehouse Mix) (Love Like This) · Watch on YouTube

youtube_video VOXgXwJnneo · row VOXgXwJnneo

LAION-DISCO-12M

Bruised Water (Adam K & Soha Club Edit)

Listed as Chicane, Natasha Bedingfield – Bruised Water (Adam K & Soha Club Edit) (Bruised Water) · Watch on YouTube

youtube_video ZF8jTBmuxU4 · row ZF8jTBmuxU4

LAION-DISCO-12M

These Words (Ford Club Mix)

Listed as Natasha Bedingfield – These Words (Ford Club Mix) (These Words (I Love You, I Love You)) · Watch on YouTube

youtube_video _vq9K3139As · row _vq9K3139As

LAION-DISCO-12M

Pocketful of Sunshine (Johnny Vicious Club Remix)

Listed as Natasha Bedingfield – Pocketful of Sunshine (Johnny Vicious Club Remix) (Pocketful Of Sunshine) · Watch on YouTube

youtube_video aRsqF2UCv2A · row aRsqF2UCv2A

LAION-DISCO-12M

No Man I See

Listed as Natasha Bedingfield – No Man I See (ROLL WITH ME) · Watch on YouTube

youtube_video fOd7aD8rwYE · row fOd7aD8rwYE

LAION-DISCO-12M

Love Like This (Kings Of Tomorrow Club Mix) (feat. Sean Kingston)

Listed as Natasha Bedingfield – Love Like This (Kings Of Tomorrow Club Mix) (feat. Sean Kingston) (Love Like This) · Watch on YouTube

youtube_video hie7R5SutwM · row hie7R5SutwM

LAION-DISCO-12M

Bruised Water (Michael Woods Full Vocal)

Listed as Chicane, Natasha Bedingfield – Bruised Water (Michael Woods Full Vocal) (Bruised Water) · Watch on YouTube

youtube_video iYmS39y-fxs · row iYmS39y-fxs

LAION-DISCO-12M

These Words (Plantlife Remix)

Listed as Natasha Bedingfield – These Words (Plantlife Remix) (These Words (I Love You, I Love You)) · Watch on YouTube

youtube_video lUwcdSLI8eU · row lUwcdSLI8eU

LAION-DISCO-12M

I Wanna Have Your Babies (Kardinal Beats Remix)

Listed as Natasha Bedingfield – I Wanna Have Your Babies (Kardinal Beats Remix) (I Wanna Have Your Babies (Kardinal Beats Remix)) · Watch on YouTube

youtube_video mCdW3VFiGx8 · row mCdW3VFiGx8

LAION-DISCO-12M

I Wanna Have Your Babies (Soul Avengerz Remix)

Listed as Natasha Bedingfield – I Wanna Have Your Babies (Soul Avengerz Remix) (I Wanna Have Your Babies (Soul Avengerz Remix)) · Watch on YouTube

youtube_video mYegmw4YCCc · row mYegmw4YCCc

LAION-DISCO-12M

Single (KGee Remix)

Listed as Natasha Bedingfield – Single (KGee Remix) (Single) · Watch on YouTube

youtube_video ob9KEmW0ADE · row ob9KEmW0ADE

LAION-DISCO-12M

Bruised Water (Mischa Daniels Dub Mix)

Listed as Chicane, Natasha Bedingfield – Bruised Water (Mischa Daniels Dub Mix) (Bruised Water) · Watch on YouTube

youtube_video p-IqBLK8q_s · row p-IqBLK8q_s

LAION-DISCO-12M

I Think They're Thinking - Interlude

Listed as Natasha Bedingfield – I Think They're Thinking - Interlude (N.B.) · Watch on YouTube

youtube_video rLOrkrnnFBE · row rLOrkrnnFBE

LAION-DISCO-12M

Real Love

Listed as Natasha Bedingfield – Real Love (ROLL WITH ME) · Watch on YouTube

youtube_video rnnuWztVBF4 · row rnnuWztVBF4

LAION-DISCO-12M

These Words (Reggaeton Remix)

Listed as Natasha Bedingfield – These Words (Reggaeton Remix) (These Words (I Love You, I Love You)) · Watch on YouTube

youtube_video wf8CeCUZdxk · row wf8CeCUZdxk

LAION-DISCO-12M

Ain't Nobody ((BRITS Performance 2005) [Live]) (feat. Daniel Bedingfield)

Listed as Natasha Bedingfield – Ain't Nobody ((BRITS Performance 2005) [Live]) (feat. Daniel Bedingfield) (I Bruise Easily) · Watch on YouTube

youtube_video ygfATOGf5Wg · row ygfATOGf5Wg

LAION-DISCO-12M

These Words (Bimbo Jones Mix)

Listed as Natasha Bedingfield – These Words (Bimbo Jones Mix) (These Words) · Watch on YouTube

youtube_video zJb55hKGI04 · row zJb55hKGI04

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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