YouTrained

Artist Alison Goldfrapp on YouTube Music

Yes. Alison Goldfrapp has 32 songs listed in a dataset used to train AI music models.

Used for training 32

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 So Hard So Hot, Feverous, In Electric Blue

Listed under the artist name 32 songs in LAION-DISCO-12M

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

So Hard So Hot

Listed as Alison Goldfrapp – So Hard So Hot (The Love Invention) · Watch on YouTube

youtube_video 1X1UdPZ-DVI · row 1X1UdPZ-DVI

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Feverous

Listed as Alison Goldfrapp – Feverous (The Love Reinvention) · Watch on YouTube

youtube_video 2wALDtuTz9o · row 2wALDtuTz9o

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In Electric Blue

Listed as Alison Goldfrapp – In Electric Blue (The Love Invention) · Watch on YouTube

youtube_video 4ImQ6sRrLw8 · row 4ImQ6sRrLw8

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The Beat Divine

Listed as Alison Goldfrapp – The Beat Divine (The Love Invention) · Watch on YouTube

youtube_video 5--mjcJzrw8 · row 5--mjcJzrw8

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Gatto Gelato (niina Remix)

Listed as Alison Goldfrapp – Gatto Gelato (niina Remix) (The Love Invention) · Watch on YouTube

youtube_video 7_1O2vVhwW0 · row 7_1O2vVhwW0

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Every Little Drop (Edit)

Listed as Alison Goldfrapp – Every Little Drop (Edit) (Every Little Drop (Edit)) · Watch on YouTube

youtube_video AAuQp5HgQJI · row AAuQp5HgQJI

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Dug Deeper

Listed as Alison Goldfrapp – Dug Deeper (The Love Reinvention) · Watch on YouTube

youtube_video BPL_tRiBgGQ · row BPL_tRiBgGQ

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So Hot So Hard

Listed as Alison Goldfrapp – So Hot So Hard (The Love Reinvention) · Watch on YouTube

youtube_video BrEzGv5XPOQ · row BrEzGv5XPOQ

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Love Reinvention

Listed as Alison Goldfrapp – Love Reinvention (The Love Reinvention) · Watch on YouTube

youtube_video CaEWjknE-oY · row CaEWjknE-oY

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NeverStop

Listed as Alison Goldfrapp – NeverStop (The Love Invention) · Watch on YouTube

youtube_video CuZxMN7R68Q · row CuZxMN7R68Q

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It's Your Destiny

Listed as Alison Goldfrapp – It's Your Destiny (The Love Reinvention) · Watch on YouTube

youtube_video Dbdmh-Ma2Zk · row Dbdmh-Ma2Zk

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Subterfuge

Listed as Alison Goldfrapp – Subterfuge (The Love Invention) · Watch on YouTube

youtube_video DvWh-kEIxh0 · row DvWh-kEIxh0

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Fever (Special Request Club Mix)

Listed as Alison Goldfrapp, Paul Woolford – Fever (Special Request Club Mix) (The Love Invention) · Watch on YouTube

youtube_video E3JdNv5iJQY · row E3JdNv5iJQY

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In Blue

Listed as Alison Goldfrapp – In Blue (The Love Reinvention) · Watch on YouTube

youtube_video FDjR3lsqXJ8 · row FDjR3lsqXJ8

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Gatto Gelato

Listed as Alison Goldfrapp – Gatto Gelato (The Love Invention) · Watch on YouTube

youtube_video G97j5jl4uxw · row G97j5jl4uxw

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Fever (This Is the Real Thing)

Listed as Alison Goldfrapp – Fever (This Is the Real Thing) (The Love Invention) · Watch on YouTube

youtube_video R30-qzeQ88M · row R30-qzeQ88M

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The Beat Divine (Theo Kottis Remix)

Listed as Alison Goldfrapp – The Beat Divine (Theo Kottis Remix) (The Beat Divine (Theo Kottis Remix)) · Watch on YouTube

youtube_video RHFNu1dO9q8 · row RHFNu1dO9q8

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Hotel (Suite 23)

Listed as Alison Goldfrapp – Hotel (Suite 23) (The Love Invention) · Watch on YouTube

youtube_video SvOZqp7C0Ng · row SvOZqp7C0Ng

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So Hard So Hot (Yotto Remix)

Listed as Alison Goldfrapp – So Hard So Hot (Yotto Remix) (So Hard So Hot (Yotto Remix)) · Watch on YouTube

youtube_video Uo3QV_DTRhs · row Uo3QV_DTRhs

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Love Invention

Listed as Alison Goldfrapp – Love Invention (The Love Invention) · Watch on YouTube

youtube_video ZgxRFmQxMLM · row ZgxRFmQxMLM

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Love Invention (Boys' Shorts Total Attraction Remix)

Listed as Alison Goldfrapp – Love Invention (Boys' Shorts Total Attraction Remix) (Love Invention (Boys’ Shorts Remix)) · Watch on YouTube

youtube_video dCA-j-dlvE4 · row dCA-j-dlvE4

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Love Invention (Boys' Shorts Sensor-E-Motion Remix)

Listed as Alison Goldfrapp – Love Invention (Boys' Shorts Sensor-E-Motion Remix) (Love Invention (Boys’ Shorts Remix)) · Watch on YouTube

youtube_video dud-tcGHV8s · row dud-tcGHV8s

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Digging Deeper

Listed as Alison Goldfrapp, Claptone – Digging Deeper (The Love Invention) · Watch on YouTube

youtube_video f42UZgkFcsU · row f42UZgkFcsU

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The Night

Listed as Röyksopp, Alison Goldfrapp – The Night (The Night) · Watch on YouTube

youtube_video fcqtjTSlqQU · row fcqtjTSlqQU

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Astral Invitation

Listed as Alison Goldfrapp – Astral Invitation (The Love Reinvention) · Watch on YouTube

youtube_video icztfPZkZJQ · row icztfPZkZJQ

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Impossible

Listed as Röyksopp, Alison Goldfrapp – Impossible (Impossible) · Watch on YouTube

youtube_video jVrIY3z2slU · row jVrIY3z2slU

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Gateaux & Gelato (Edit)

Listed as Alison Goldfrapp – Gateaux & Gelato (Edit) (The Love Reinvention) · Watch on YouTube

youtube_video lN3kkHC9rfo · row lN3kkHC9rfo

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Fever

Listed as Alison Goldfrapp, Paul Woolford – Fever (The Love Invention) · Watch on YouTube

youtube_video l_jRx7lTg-U · row l_jRx7lTg-U

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SLoFLo

Listed as Alison Goldfrapp – SLoFLo (The Love Invention) · Watch on YouTube

youtube_video mUyud2-VnQg · row mUyud2-VnQg

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Never Stop Loving

Listed as Alison Goldfrapp – Never Stop Loving (The Love Reinvention) · Watch on YouTube

youtube_video q4quist3jbw · row q4quist3jbw

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Dubterfuge

Listed as Alison Goldfrapp – Dubterfuge (The Love Reinvention) · Watch on YouTube

youtube_video tRz_F8uCf9s · row tRz_F8uCf9s

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Digging Deeper Now

Listed as Alison Goldfrapp – Digging Deeper Now (The Love Invention) · Watch on YouTube

youtube_video yQ7U-f8pX-4 · row yQ7U-f8pX-4

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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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