Yes. Echoica has 21 songs listed in a dataset used to train AI music models.

Used for training 21

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 Houdini (Cover), Belong Together (Cover), What Happens Now (Cover)

Listed under the artist name 21 songs in LAION-DISCO-12M

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

Houdini (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – Houdini (Cover) (Covers Of Popular Songs Deep House Mix 2024) · Watch on YouTube

youtube_video 79kq-GLRXto · row 79kq-GLRXto

LAION-DISCO-12M

Belong Together (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – Belong Together (Cover) (Dark Gothic Deep House Covers Of Popular Songs 2024) · Watch on YouTube

youtube_video 7N_LLDGFq8E · row 7N_LLDGFq8E

LAION-DISCO-12M

What Happens Now (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – What Happens Now (Cover) (Dark Gothic Deep House Covers Of Popular Songs 2024) · Watch on YouTube

youtube_video AmZP6Gr8H1o · row AmZP6Gr8H1o

LAION-DISCO-12M

Jamming (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – Jamming (Cover) (Covers Of Popular Songs Deep House Mix 2024) · Watch on YouTube

youtube_video EpZRUro2MCI · row EpZRUro2MCI

LAION-DISCO-12M

Lover (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – Lover (Cover) (Covers Of Popular Songs Deep House Mix 2024) · Watch on YouTube

youtube_video GmB2hiyL79s · row GmB2hiyL79s

LAION-DISCO-12M

A Bar Song (Tipsy) (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – A Bar Song (Tipsy) (Cover) (Dark Gothic Deep House Covers Of Popular Songs 2024) · Watch on YouTube

youtube_video JJ2SOQ-LdB8 · row JJ2SOQ-LdB8

LAION-DISCO-12M

I Can Do It With A Broken Heart (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – I Can Do It With A Broken Heart (Cover) (Dark Gothic Deep House Covers Of Popular Songs 2024) · Watch on YouTube

youtube_video MU8gpJJXP3w · row MU8gpJJXP3w

LAION-DISCO-12M

MILLION DOLLAR BABY (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – MILLION DOLLAR BABY (Cover) (Dark Gothic Deep House Covers Of Popular Songs 2024) · Watch on YouTube

youtube_video Ow5EjjcSElA · row Ow5EjjcSElA

LAION-DISCO-12M

Espresso (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – Espresso (Cover) (Dark Gothic Deep House Covers Of Popular Songs 2024) · Watch on YouTube

youtube_video QA2noKyfk7Y · row QA2noKyfk7Y

LAION-DISCO-12M

What Was I Made For?[From The Motion Picture "Barbie"] (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – What Was I Made For?[From The Motion Picture "Barbie"] (Cover) (Covers Of Popular Songs Deep House Mix 2024) · Watch on YouTube

youtube_video QpqIrRzjgnQ · row QpqIrRzjgnQ

LAION-DISCO-12M

Too Sweet (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – Too Sweet (Cover) (Dark Gothic Deep House Covers Of Popular Songs 2024) · Watch on YouTube

youtube_video YLoa2Go_PUw · row YLoa2Go_PUw

LAION-DISCO-12M

Feather (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – Feather (Cover) (Dark Gothic Deep House Covers Of Popular Songs 2024) · Watch on YouTube

youtube_video aKNde-Z-rIo · row aKNde-Z-rIo

LAION-DISCO-12M

Flowers (Remix)

Listed as Remix Covers, Music Mix 2024, Echoica – Flowers (Remix) (Flowers (Remix)) · Watch on YouTube

youtube_video atJBzTpcgJg · row atJBzTpcgJg

LAION-DISCO-12M

Dasha (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – Dasha (Cover) (Dark Gothic Deep House Covers Of Popular Songs 2024) · Watch on YouTube

youtube_video d58hPoZMxdQ · row d58hPoZMxdQ

LAION-DISCO-12M

Hey, Soul Sister (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – Hey, Soul Sister (Cover) (Covers Of Popular Songs Deep House Mix 2024) · Watch on YouTube

youtube_video gPZUHzTRhGI · row gPZUHzTRhGI

LAION-DISCO-12M

Jamming (Remix)

Listed as Remix Covers, Music Mix 2024, Echoica – Jamming (Remix) (Best Remixes Of Popular Songs) · Watch on YouTube

youtube_video mLey0jZUNcE · row mLey0jZUNcE

LAION-DISCO-12M

Cruel Summer (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – Cruel Summer (Cover) (Covers Of Popular Songs Deep House Mix 2024) · Watch on YouTube

youtube_video nsMaShalzQs · row nsMaShalzQs

LAION-DISCO-12M

One Love (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – One Love (Cover) (Covers Of Popular Songs Deep House Mix 2024) · Watch on YouTube

youtube_video qU14e5dQaEE · row qU14e5dQaEE

LAION-DISCO-12M

Down Bad (Cover)

Listed as Remix Covers, Music Mix 2024, Echoica – Down Bad (Cover) (Dark Gothic Deep House Covers Of Popular Songs 2024) · Watch on YouTube

youtube_video qbZO-euGQa4 · row qbZO-euGQa4

LAION-DISCO-12M

Hey, Soul Sister (Remix)

Listed as Remix Covers, Music Mix 2024, Echoica – Hey, Soul Sister (Remix) (Best Remixes Of Popular Songs) · Watch on YouTube

youtube_video vV3MOEFIf40 · row vV3MOEFIf40

LAION-DISCO-12M

Houdini (Remix)

Listed as Remix Covers, Music Mix 2024, Echoica – Houdini (Remix) (Best Remixes Of Popular Songs) · Watch on YouTube

youtube_video zaE0prrB5jY · row zaE0prrB5jY

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.