Yes. Lita Ford has 135 songs listed in a dataset used to train AI music models.

Used for training 135

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 Bad Love, The Bitch Is Back (Live), Kiss Me Deadly

Listed under the artist name 135 songs in LAION-DISCO-12M

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

Bad Love

Listed as Lita Ford – Bad Love (Live At The Coach House) · Watch on YouTube

youtube_video -O59vH_AkAw · row -O59vH_AkAw

LAION-DISCO-12M

The Bitch Is Back (Live)

Listed as Lita Ford – The Bitch Is Back (Live) (The Bitch Is Back...Live) · Watch on YouTube

youtube_video 1G7wvTclxtY · row 1G7wvTclxtY

LAION-DISCO-12M

Kiss Me Deadly

Listed as Lita Ford – Kiss Me Deadly (Live At The Coach House) · Watch on YouTube

youtube_video 2df15NDrYys · row 2df15NDrYys

LAION-DISCO-12M

Waiting for You

Listed as Lita Ford – Waiting for You (The Country Club, Los Angeles, 1984 (Doxy Collection, Remastered, Live on Fm Broadcasting)) · Watch on YouTube

youtube_video 3sAFgF2JfD0 · row 3sAFgF2JfD0

LAION-DISCO-12M

Dancing on the Edge

Listed as Lita Ford – Dancing on the Edge (Foellinger Theatre, Ft. Wayne in. June 17th, 1988 (Doxy Collection, Remastered, Live on Fm Broadcasting)) · Watch on YouTube

youtube_video 4f1vH-bYXU0 · row 4f1vH-bYXU0

LAION-DISCO-12M

Hit and Run

Listed as Lita Ford – Hit and Run (The Country Club, Los Angeles, 1984 (Doxy Collection, Remastered, Live on Fm Broadcasting)) · Watch on YouTube

youtube_video 5pT11ZNvwAQ · row 5pT11ZNvwAQ

LAION-DISCO-12M

Holy Man

Listed as Lita Ford – Holy Man (In Concert) · Watch on YouTube

youtube_video 6s9PnwJJ8Lw · row 6s9PnwJJ8Lw

LAION-DISCO-12M

Larger Than Life

Listed as Lita Ford – Larger Than Life (In Concert) · Watch on YouTube

youtube_video 7c2Q3jf5_2I · row 7c2Q3jf5_2I

LAION-DISCO-12M

Run with the Money

Listed as Lita Ford – Run with the Money (The Country Club, Los Angeles, 1984 (Doxy Collection, Remastered, Live on Fm Broadcasting)) · Watch on YouTube

youtube_video BwW9O9XRSqg · row BwW9O9XRSqg

LAION-DISCO-12M

Can't Catch Me (Live)

Listed as Lita Ford – Can't Catch Me (Live) (The Bitch Is Back...Live) · Watch on YouTube

youtube_video G5muSlXAuU8 · row G5muSlXAuU8

LAION-DISCO-12M

Back to the Cave (Live)

Listed as Lita Ford – Back to the Cave (Live) (The Bitch Is Back...Live) · Watch on YouTube

youtube_video HO183xRJJNI · row HO183xRJJNI

LAION-DISCO-12M

What Do Ya Know About Love

Listed as Lita Ford – What Do Ya Know About Love (Live At The Coach House) · Watch on YouTube

youtube_video JnCz4rqdOpc · row JnCz4rqdOpc

LAION-DISCO-12M

Dancing on the Edge (Live)

Listed as Lita Ford – Dancing on the Edge (Live) (The Bitch Is Back...Live) · Watch on YouTube

youtube_video JpAgZWaAx_0 · row JpAgZWaAx_0

LAION-DISCO-12M

Radio Intro

Listed as Lita Ford – Radio Intro (Foellinger Theatre, Ft. Wayne in. June 17th, 1988 (Doxy Collection, Remastered, Live on Fm Broadcasting)) · Watch on YouTube

youtube_video X5Z2UzAsdN8 · row X5Z2UzAsdN8

LAION-DISCO-12M

Black Widow (Live 1992 Broadcast Remastered)

Listed as Lita Ford – Black Widow (Live 1992 Broadcast Remastered) (Legendary FM Broadcasts - The Coach House San Juan Capistrano CA 3rd Februaary 1992) · Watch on YouTube

youtube_video XHO9ESfWfrg · row XHO9ESfWfrg

LAION-DISCO-12M

Fatal Passion

Listed as Lita Ford – Fatal Passion (Foellinger Theatre, Ft. Wayne in. June 17th, 1988 (Doxy Collection, Remastered, Live on Fm Broadcasting)) · Watch on YouTube

youtube_video XmgWjE0qa48 · row XmgWjE0qa48

LAION-DISCO-12M

Hungry (Live)

Listed as Lita Ford – Hungry (Live) (Live From Orange County '92 (The Californian Broadcast Remastered)) · Watch on YouTube

youtube_video Yk8cn8RLxjQ · row Yk8cn8RLxjQ

LAION-DISCO-12M

Gotta Let Go

Listed as Lita Ford – Gotta Let Go (Foellinger Theatre, Ft. Wayne in. June 17th, 1988 (Doxy Collection, Remastered, Live on Fm Broadcasting)) · Watch on YouTube

youtube_video ZhXiNLO2sGU · row ZhXiNLO2sGU

LAION-DISCO-12M

Hate (Live)

Listed as Lita Ford – Hate (Live) (The Bitch Is Back...Live) · Watch on YouTube

youtube_video _LszLGn1RKk · row _LszLGn1RKk

LAION-DISCO-12M

Lager Than Life

Listed as Lita Ford – Lager Than Life (Live At The Coach House) · Watch on YouTube

youtube_video _XIUeJ2Dh9o · row _XIUeJ2Dh9o

LAION-DISCO-12M

Close My Eyes Forever

Listed as Lita Ford – Close My Eyes Forever (Foellinger Theatre, Ft. Wayne in. June 17th, 1988 (Doxy Collection, Remastered, Live on Fm Broadcasting)) · Watch on YouTube

youtube_video cRhjX1xXynI · row cRhjX1xXynI

LAION-DISCO-12M

Falling In And Out Of Love

Listed as Lita Ford – Falling In And Out Of Love (In Concert) · Watch on YouTube

youtube_video fF1OiHqegSU · row fF1OiHqegSU

LAION-DISCO-12M

Hungry

Listed as Lita Ford – Hungry (In Concert) · Watch on YouTube

youtube_video l-i_M6Sue0U · row l-i_M6Sue0U

LAION-DISCO-12M

Hungry (Live 1992 Broadcast Remastered)

Listed as Lita Ford – Hungry (Live 1992 Broadcast Remastered) (Legendary FM Broadcasts - The Coach House San Juan Capistrano CA 3rd Februaary 1992) · Watch on YouTube

youtube_video lW6HJpyfRJE · row lW6HJpyfRJE

LAION-DISCO-12M

Bad Love (Live 1992 Broadcast Remastered)

Listed as Lita Ford – Bad Love (Live 1992 Broadcast Remastered) (Legendary FM Broadcasts - The Coach House San Juan Capistrano CA 3rd Februaary 1992) · Watch on YouTube

youtube_video nHQOwtGTKII · row nHQOwtGTKII

LAION-DISCO-12M

Can't Catch Me

Listed as Lita Ford – Can't Catch Me (Foellinger Theatre, Ft. Wayne in. June 17th, 1988 (Doxy Collection, Remastered, Live on Fm Broadcasting)) · Watch on YouTube

youtube_video scGMDYj5Dic · row scGMDYj5Dic

LAION-DISCO-12M

Hungry

Listed as Lita Ford – Hungry (Live At The Coach House) · Watch on YouTube

youtube_video sr3x5af43k4 · row sr3x5af43k4

LAION-DISCO-12M

Black Widow

Listed as Lita Ford – Black Widow (In Concert) · Watch on YouTube

youtube_video tcbQDaCtTOs · row tcbQDaCtTOs

LAION-DISCO-12M

Close My Eyes Forever (Live)

Listed as Lita Ford – Close My Eyes Forever (Live) (The Bitch Is Back...Live) · Watch on YouTube

youtube_video vmNShr9QqAg · row vmNShr9QqAg

LAION-DISCO-12M

Devil in My Head (Live)

Listed as Lita Ford – Devil in My Head (Live) (The Bitch Is Back...Live) · Watch on YouTube

youtube_video vmgQCbixNJA · row vmgQCbixNJA

LAION-DISCO-12M

Kiss Me Deadly (Live)

Listed as Lita Ford – Kiss Me Deadly (Live) (Live From Orange County '92 (The Californian Broadcast Remastered)) · Watch on YouTube

youtube_video vuX-ib6dpxM · row vuX-ib6dpxM

LAION-DISCO-12M

Band Intro

Listed as Lita Ford – Band Intro (Foellinger Theatre, Ft. Wayne in. June 17th, 1988 (Doxy Collection, Remastered, Live on Fm Broadcasting)) · Watch on YouTube

youtube_video xaZJVA7Q570 · row xaZJVA7Q570

LAION-DISCO-12M

Dancing on the Edge

Listed as Lita Ford – Dancing on the Edge (The Country Club, Los Angeles, 1984 (Doxy Collection, Remastered, Live on Fm Broadcasting)) · Watch on YouTube

youtube_video xaptyfaMaj4 · row xaptyfaMaj4

LAION-DISCO-12M

Living Like a Runaway (Live)

Listed as Lita Ford – Living Like a Runaway (Live) (The Bitch Is Back...Live) · Watch on YouTube

youtube_video xvYospej9Z4 · row xvYospej9Z4

LAION-DISCO-12M

Back to the Cave

Listed as Lita Ford – Back to the Cave (Foellinger Theatre, Ft. Wayne in. June 17th, 1988 (Doxy Collection, Remastered, Live on Fm Broadcasting)) · Watch on YouTube

youtube_video yLicNqo7ATw · row yLicNqo7ATw

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.