Yes. K.D. lang has 151 songs listed in a dataset used to train AI music models.

Used for training 151

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 Miss Chatelaine (Iron Hoof Remix), The Joker, Wallflower Waltz

Listed under the artist name 151 songs in LAION-DISCO-12M

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

Miss Chatelaine (Iron Hoof Remix)

Listed as k.d. lang, Orville Peck – Miss Chatelaine (Iron Hoof Remix) (Miss Chatelaine (Iron Hoof Remix)) · Watch on YouTube

youtube_video 0H-lw-r7BFM · row 0H-lw-r7BFM

LAION-DISCO-12M

The Joker

Listed as k.d. lang – The Joker (Drag) · Watch on YouTube

youtube_video 18NVj_38Sz4 · row 18NVj_38Sz4

LAION-DISCO-12M

Wallflower Waltz

Listed as k.d.lang & The Reclines – Wallflower Waltz (Absolute Torch and Twang) · Watch on YouTube

youtube_video 1b-Z1_ZT0ZI · row 1b-Z1_ZT0ZI

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Simple

Listed as k.d. lang – Simple (Hymns of the 49th Parallel) · Watch on YouTube

youtube_video 37s9rqGVMMw · row 37s9rqGVMMw

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The Consequences of Falling (Lenny B Remix)

Listed as k.d. lang – The Consequences of Falling (Lenny B Remix) (Sweet November (Music From The Motion Picture)) · Watch on YouTube

youtube_video 39pDqDuVS9k · row 39pDqDuVS9k

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Shadowland

Listed as k.d. lang – Shadowland (Shadowland) · Watch on YouTube

youtube_video 3vZUASQJxmw · row 3vZUASQJxmw

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Don't Let the Stars Get in Your Eyes

Listed as k.d. lang – Don't Let the Stars Get in Your Eyes (Shadowland) · Watch on YouTube

youtube_video 4Kyf2OEkHeg · row 4Kyf2OEkHeg

LAION-DISCO-12M

Hallelujah (Live)

Listed as k.d. lang – Hallelujah (Live) (I Dream of Spring) · Watch on YouTube

youtube_video 67o4TSa17ik · row 67o4TSa17ik

LAION-DISCO-12M

If We Never Meet Again

Listed as Tony Bennett, k.d. lang – If We Never Meet Again (A Wonderful World) · Watch on YouTube

youtube_video AWRmX-OqDqo · row AWRmX-OqDqo

LAION-DISCO-12M

Fallen

Listed as k.d. lang – Fallen (Hymns of the 49th Parallel) · Watch on YouTube

youtube_video Boz0OBjKJD0 · row Boz0OBjKJD0

LAION-DISCO-12M

Don't Smoke in Bed

Listed as k.d. lang – Don't Smoke in Bed (Drag) · Watch on YouTube

youtube_video C5Tm715VgGs · row C5Tm715VgGs

LAION-DISCO-12M

Hanky Panky

Listed as k.d. lang – Hanky Panky (A Truly Western Experience (25th Anniversary Edition)) · Watch on YouTube

youtube_video FLXqMOpE4mM · row FLXqMOpE4mM

LAION-DISCO-12M

So in Love

Listed as k.d. lang – So in Love (Red Hot + Blue: A Tribute to Cole Porter) · Watch on YouTube

youtube_video G6BPtXWO-4U · row G6BPtXWO-4U

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Suddenly

Listed as k.d. lang – Suddenly (Invincible Summer) · Watch on YouTube

youtube_video GxYVw0FaYbA · row GxYVw0FaYbA

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Bopalena

Listed as k.d. lang – Bopalena (A Truly Western Experience (25th Anniversary Edition)) · Watch on YouTube

youtube_video HFt0nIk2iTw · row HFt0nIk2iTw

LAION-DISCO-12M

Nowhere to Stand

Listed as k.d.lang & The Reclines – Nowhere to Stand (Absolute Torch and Twang) · Watch on YouTube

youtube_video IaxV7o__ewA · row IaxV7o__ewA

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Three Days

Listed as k.d.lang & The Reclines – Three Days (Absolute Torch and Twang) · Watch on YouTube

youtube_video JMOfGdobyxQ · row JMOfGdobyxQ

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I Wonder

Listed as Tony Bennett, k.d. lang – I Wonder (A Wonderful World) · Watch on YouTube

youtube_video LjghBbKEM0U · row LjghBbKEM0U

LAION-DISCO-12M

Sugar Moon

Listed as k.d. lang – Sugar Moon (Shadowland) · Watch on YouTube

youtube_video NkXaPxYFz8A · row NkXaPxYFz8A

LAION-DISCO-12M

I Confess

Listed as k.d. lang, the Siss Boom Bang – I Confess (Sing It Loud) · Watch on YouTube

youtube_video PMnOkpWAd2k · row PMnOkpWAd2k

LAION-DISCO-12M

Miss Chatelaine (Live)

Listed as k.d. lang – Miss Chatelaine (Live) (Live by Request) · Watch on YouTube

youtube_video PqW7-Xc47Sc · row PqW7-Xc47Sc

LAION-DISCO-12M

Bird on a Wire

Listed as k.d. lang – Bird on a Wire (Hymns of the 49th Parallel) · Watch on YouTube

youtube_video Ru8nwUM1-hY · row Ru8nwUM1-hY

LAION-DISCO-12M

My Last Cigarette

Listed as k.d. lang – My Last Cigarette (Drag) · Watch on YouTube

youtube_video SGypFwcZ4Mw · row SGypFwcZ4Mw

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Hain't It Funny

Listed as k.d. lang – Hain't It Funny (Drag) · Watch on YouTube

youtube_video SbcuISx7vDk · row SbcuISx7vDk

LAION-DISCO-12M

My Old Addiction

Listed as k.d. lang – My Old Addiction (Drag) · Watch on YouTube

youtube_video SwsS_CiQRDA · row SwsS_CiQRDA

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Smoke Rings

Listed as k.d. lang – Smoke Rings (Drag) · Watch on YouTube

youtube_video T8-B2FFuZos · row T8-B2FFuZos

LAION-DISCO-12M

So in Love

Listed as k.d. lang – So in Love (Recollection) · Watch on YouTube

youtube_video THehXeUx96c · row THehXeUx96c

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Tears Don't Care Who Cries Them

Listed as k.d. lang – Tears Don't Care Who Cries Them (Shadowland) · Watch on YouTube

youtube_video TcCruLjxSF8 · row TcCruLjxSF8

LAION-DISCO-12M

Big Big Love

Listed as k.d.lang & The Reclines – Big Big Love (Absolute Torch and Twang) · Watch on YouTube

youtube_video VkANN6E5unE · row VkANN6E5unE

LAION-DISCO-12M

Black Coffee

Listed as k.d. lang – Black Coffee (Shadowland) · Watch on YouTube

youtube_video Wl3s21p19Ss · row Wl3s21p19Ss

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Love for Sale

Listed as k.d. lang – Love for Sale (Recollection) · Watch on YouTube

youtube_video Wn_qhck2Z3k · row Wn_qhck2Z3k

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Full Moon Full of Love

Listed as k.d.lang & The Reclines – Full Moon Full of Love (Absolute Torch and Twang) · Watch on YouTube

youtube_video XShaDP2W88o · row XShaDP2W88o

LAION-DISCO-12M

No More Tears (Enough Is Enough)

Listed as k.d. lang, Andy Bell – No More Tears (Enough Is Enough) (Coneheads (Music From The Motion Picture Soundtrack)) · Watch on YouTube

youtube_video YOmS27yj4cQ · row YOmS27yj4cQ

LAION-DISCO-12M

Love's Great Ocean

Listed as k.d. lang – Love's Great Ocean (Invincible Summer) · Watch on YouTube

youtube_video bDqldqicr6o · row bDqldqicr6o

LAION-DISCO-12M

Tears of Love's Recall

Listed as k.d. lang – Tears of Love's Recall (Ingénue (25th Anniversary Edition)) · Watch on YouTube

youtube_video dVNdg4Fai8A · row dVNdg4Fai8A

LAION-DISCO-12M

Exactly Like You

Listed as Tony Bennett, k.d. lang – Exactly Like You (A Wonderful World) · Watch on YouTube

youtube_video ddhiyfOac7A · row ddhiyfOac7A

LAION-DISCO-12M

Constant Craving (Fashionably Late Remix)

Listed as k.d. lang, Tracy Young – Constant Craving (Fashionably Late Remix) (Constant Craving (Fashionably Late Remix)) · Watch on YouTube

youtube_video f2Dd2wCP2nY · row f2Dd2wCP2nY

LAION-DISCO-12M

Calling All Angels (Remix Version)

Listed as Jane Siberry, k.d. lang – Calling All Angels (Remix Version) (When I Was A Boy) · Watch on YouTube

youtube_video fJLKKPeXV5M · row fJLKKPeXV5M

LAION-DISCO-12M

(Waltz Me) Once Again Around the Dance Floor

Listed as k.d. lang – (Waltz Me) Once Again Around the Dance Floor (Shadowland) · Watch on YouTube

youtube_video finAg1Dru84 · row finAg1Dru84

LAION-DISCO-12M

The Valley

Listed as k.d. lang – The Valley (Hymns of the 49th Parallel) · Watch on YouTube

youtube_video n6w3-IoL5zg · row n6w3-IoL5zg

LAION-DISCO-12M

I'm Confessin' (That I Love You)

Listed as Tony Bennett, k.d. lang – I'm Confessin' (That I Love You) (A Wonderful World) · Watch on YouTube

youtube_video nT2l5fU874I · row nT2l5fU874I

LAION-DISCO-12M

Help Me

Listed as k.d. lang – Help Me (A Tribute to Joni Mitchell) · Watch on YouTube

youtube_video qafDkQ2UXkw · row qafDkQ2UXkw

LAION-DISCO-12M

Jericho

Listed as k.d. lang – Jericho (Hymns of the 49th Parallel) · Watch on YouTube

youtube_video rD5IB979S3E · row rD5IB979S3E

LAION-DISCO-12M

Till the Heart Caves In

Listed as k.d. lang – Till the Heart Caves In (Drag) · Watch on YouTube

youtube_video t82CH0GJpjs · row t82CH0GJpjs

LAION-DISCO-12M

Maybe

Listed as k.d. lang – Maybe (All You Can Eat) · Watch on YouTube

youtube_video t9bY7iPP8Qo · row t9bY7iPP8Qo

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Only Love

Listed as k.d. lang – Only Love (Invincible Summer) · Watch on YouTube

youtube_video wUrc8h_KVgc · row wUrc8h_KVgc

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Didn't I

Listed as k.d.lang & The Reclines – Didn't I (Absolute Torch and Twang) · Watch on YouTube

youtube_video wuTEsRG_SAg · row wuTEsRG_SAg

LAION-DISCO-12M

Busy Being Blue

Listed as k.d. lang – Busy Being Blue (Shadowland) · Watch on YouTube

youtube_video yXcSsbS3c7g · row yXcSsbS3c7g

LAION-DISCO-12M

One Day I Walk

Listed as k.d. lang – One Day I Walk (Hymns of the 49th Parallel) · Watch on YouTube

youtube_video ymspQG0saDg · row ymspQG0saDg

LAION-DISCO-12M

Love Is Everything

Listed as k.d. lang – Love Is Everything (Hymns of the 49th Parallel) · Watch on YouTube

youtube_video ztPwMFiT7t4 · row ztPwMFiT7t4

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.