Yes. Tori Kelly has 127 songs listed in a dataset used to train AI music models.

Used for training 127

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 O Come, O Come Emmanuel / O Come All Ye Faithful, Upside Down, Should’ve Been Us (Aylen Remix)

Listed under the artist name 127 songs in LAION-DISCO-12M

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

O Come, O Come Emmanuel / O Come All Ye Faithful

Listed as Tori Kelly – O Come, O Come Emmanuel / O Come All Ye Faithful (A Tori Kelly Christmas (Deluxe)) · Watch on YouTube

youtube_video 1TqfUA3AV7g · row 1TqfUA3AV7g

LAION-DISCO-12M

Upside Down

Listed as Tori Kelly – Upside Down (Handmade Songs By Tori Kelly) · Watch on YouTube

youtube_video 5M7y1KGP49Q · row 5M7y1KGP49Q

LAION-DISCO-12M

Should’ve Been Us (Aylen Remix)

Listed as Tori Kelly – Should’ve Been Us (Aylen Remix) (Should’ve Been Us (Remixes)) · Watch on YouTube

youtube_video 61S4tOzdRic · row 61S4tOzdRic

LAION-DISCO-12M

purple skies interlude

Listed as Tori Kelly – purple skies interlude (TORI.) · Watch on YouTube

youtube_video 6r6EkaHrBB0 · row 6r6EkaHrBB0

LAION-DISCO-12M

Angels We Have Heard On High (Recorded At Electric Lady Studios NYC)

Listed as Tori Kelly – Angels We Have Heard On High (Recorded At Electric Lady Studios NYC) (ŚWIĘTA, ŚWIĘTA) · Watch on YouTube

youtube_video DNN9CX9j6vM · row DNN9CX9j6vM

LAION-DISCO-12M

Blame Myself (Moore Kismet Remix)

Listed as ILLENIUM, Tori Kelly – Blame Myself (Moore Kismet Remix) (Fallen Embers (Remixes)) · Watch on YouTube

youtube_video Ebxy5d0au9w · row Ebxy5d0au9w

LAION-DISCO-12M

Should’ve Been Us (Panic City Remix)

Listed as Tori Kelly – Should’ve Been Us (Panic City Remix) (Should’ve Been Us (Remixes)) · Watch on YouTube

youtube_video F8UjYQYw_uc · row F8UjYQYw_uc

LAION-DISCO-12M

Should’ve Been Us (Lincoln Jesser Remix)

Listed as Tori Kelly – Should’ve Been Us (Lincoln Jesser Remix) (Should’ve Been Us (Remixes)) · Watch on YouTube

youtube_video HH1h_LvnA0o · row HH1h_LvnA0o

LAION-DISCO-12M

Bring Me Home

Listed as Tori Kelly – Bring Me Home (Bring Me Home) · Watch on YouTube

youtube_video IwDrKzjad0Q · row IwDrKzjad0Q

LAION-DISCO-12M

Mr. Music (Full)

Listed as Tori Kelly – Mr. Music (Full) (Mr. Music) · Watch on YouTube

youtube_video L53mcHDaIh8 · row L53mcHDaIh8

LAION-DISCO-12M

Beautiful Things (Bonus Track)

Listed as Tori Kelly – Beautiful Things (Bonus Track) (Unbreakable Smile (Deluxe)) · Watch on YouTube

youtube_video MOQzrknok5Q · row MOQzrknok5Q

LAION-DISCO-12M

Elf Interlude

Listed as Tori Kelly – Elf Interlude (A Tori Kelly Christmas (Deluxe)) · Watch on YouTube

youtube_video MqtP-Qmam4w · row MqtP-Qmam4w

LAION-DISCO-12M

Kid Again On Christmas

Listed as Tori Kelly – Kid Again On Christmas (A Tori Kelly Christmas (Deluxe)) · Watch on YouTube

youtube_video PMno_gGOJH4 · row PMno_gGOJH4

LAION-DISCO-12M

Mr. Music (Acapella)

Listed as Tori Kelly – Mr. Music (Acapella) (Mr. Music) · Watch on YouTube

youtube_video POI_Mv7FmQs · row POI_Mv7FmQs

LAION-DISCO-12M

Should’ve Been Us (Lost Kings Remix)

Listed as Tori Kelly – Should’ve Been Us (Lost Kings Remix) (Should’ve Been Us (Remixes)) · Watch on YouTube

youtube_video Sr05sZtU2e0 · row Sr05sZtU2e0

LAION-DISCO-12M

Rocket

Listed as Tori Kelly – Rocket (Foreword) · Watch on YouTube

youtube_video TXdfM03Gdxg · row TXdfM03Gdxg

LAION-DISCO-12M

North Star (Single From “Music From Zoey’s Extraordinary Christmas”)

Listed as Tori Kelly – North Star (Single From “Music From Zoey’s Extraordinary Christmas”) (North Star (Single from "Music from Zoey's Extraordinary Christmas")) · Watch on YouTube

youtube_video Wc0ekptYdkU · row Wc0ekptYdkU

LAION-DISCO-12M

Blame Myself (Yula Remix)

Listed as ILLENIUM, Tori Kelly – Blame Myself (Yula Remix) (Fallen Embers (Remixes)) · Watch on YouTube

youtube_video _YK281CNt3c · row _YK281CNt3c

LAION-DISCO-12M

3/26/1994

Listed as Tori Kelly – 3/26/1994 (Inspired by True Events (Deluxe Edition)) · Watch on YouTube

youtube_video c_WuTnacpmg · row c_WuTnacpmg

LAION-DISCO-12M

8/28/1997

Listed as Tori Kelly – 8/28/1997 (Inspired by True Events (Deluxe Edition)) · Watch on YouTube

youtube_video dceJB9NBap4 · row dceJB9NBap4

LAION-DISCO-12M

Talk

Listed as Tori Kelly – Talk (Unbreakable Smile) · Watch on YouTube

youtube_video hpoB6EdqiSc · row hpoB6EdqiSc

LAION-DISCO-12M

3/2/1991

Listed as Tori Kelly – 3/2/1991 (Inspired by True Events (Deluxe Edition)) · Watch on YouTube

youtube_video iUhQVLbNQcw · row iUhQVLbNQcw

LAION-DISCO-12M

Mr. Music (Instrumental)

Listed as Tori Kelly – Mr. Music (Instrumental) (Mr. Music) · Watch on YouTube

youtube_video iklML-SqgOI · row iklML-SqgOI

LAION-DISCO-12M

Go Tell It On The Mountain

Listed as Tori Kelly – Go Tell It On The Mountain (A Tori Kelly Christmas (Deluxe)) · Watch on YouTube

youtube_video ipcbNq0o8TM · row ipcbNq0o8TM

LAION-DISCO-12M

The Lie

Listed as Tori Kelly – The Lie (Inspired by True Events (Deluxe Edition)) · Watch on YouTube

youtube_video j3ZUJQOPeoE · row j3ZUJQOPeoE

LAION-DISCO-12M

Should’ve Been Us (DubVision Remix)

Listed as Tori Kelly – Should’ve Been Us (DubVision Remix) (Should’ve Been Us (Remixes)) · Watch on YouTube

youtube_video rJRaSLt_Hxk · row rJRaSLt_Hxk

LAION-DISCO-12M

12/16/1992

Listed as Tori Kelly – 12/16/1992 (Inspired by True Events (Deluxe Edition)) · Watch on YouTube

youtube_video xRvbvmBKFtQ · row xRvbvmBKFtQ

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.