Yes. Timbaland has 159 songs listed in a dataset used to train AI music models.

Used for training 159

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 If We Ever Meet Again (feat. Katy Perry), Release (feat. Justin Timberlake), Tomorrow In The Bottle (feat. Chad Kroeger & Sebastian)

Listed under the artist name 159 songs in LAION-DISCO-12M

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

If We Ever Meet Again (feat. Katy Perry)

Listed as Timbaland – If We Ever Meet Again (feat. Katy Perry) (Shock Value II (International Deluxe version)) · Watch on YouTube

youtube_video -t1sqq1lHNU · row -t1sqq1lHNU

LAION-DISCO-12M

Release (feat. Justin Timberlake)

Listed as Timbaland – Release (feat. Justin Timberlake) (Shock Value) · Watch on YouTube

youtube_video 0KGJeXcN_NY · row 0KGJeXcN_NY

LAION-DISCO-12M

Tomorrow In The Bottle (feat. Chad Kroeger & Sebastian)

Listed as Timbaland – Tomorrow In The Bottle (feat. Chad Kroeger & Sebastian) (Shock Value II) · Watch on YouTube

youtube_video 0uUr8N0qXEk · row 0uUr8N0qXEk

LAION-DISCO-12M

Lose Control (feat. JoJo)

Listed as Timbaland – Lose Control (feat. JoJo) (Shock Value II) · Watch on YouTube

youtube_video 5-PwfhhGOqA · row 5-PwfhhGOqA

LAION-DISCO-12M

Luv 2 Luv U (feat. Shaunta, Playa & St. Nick)

Listed as Timbaland, Magoo – Luv 2 Luv U (feat. Shaunta, Playa & St. Nick) (Welcome To Our World) · Watch on YouTube

youtube_video 5G06w5nKR6w · row 5G06w5nKR6w

LAION-DISCO-12M

Luv 2 Luv U (Remix) (feat. Shaunta & Playa)

Listed as Timbaland, Magoo – Luv 2 Luv U (Remix) (feat. Shaunta & Playa) (Welcome To Our World) · Watch on YouTube

youtube_video 5dOdjwd4PXk · row 5dOdjwd4PXk

LAION-DISCO-12M

Meet In Tha Middle (feat. Bran' Nu)

Listed as Timbaland – Meet In Tha Middle (feat. Bran' Nu) (Shock Value II) · Watch on YouTube

youtube_video 6APS1X04Ojs · row 6APS1X04Ojs

LAION-DISCO-12M

Give It A Go (feat. Veronica Gardner)

Listed as Timbaland – Give It A Go (feat. Veronica Gardner) (Real Steel - Music From The Motion Picture) · Watch on YouTube

youtube_video 6QSJwrcJN30 · row 6QSJwrcJN30

LAION-DISCO-12M

Boardmeeting (feat. Magoo)

Listed as Timbaland – Boardmeeting (feat. Magoo) (Shock Value) · Watch on YouTube

youtube_video 6i2ZVM71tmQ · row 6i2ZVM71tmQ

LAION-DISCO-12M

Say Something (feat. Drake)

Listed as Timbaland – Say Something (feat. Drake) (Shock Value II) · Watch on YouTube

youtube_video Cc8mfnR4VCU · row Cc8mfnR4VCU

LAION-DISCO-12M

Miscommunication (feat. Keri Hilson & Sebastian)

Listed as Timbaland – Miscommunication (feat. Keri Hilson & Sebastian) (Shock Value) · Watch on YouTube

youtube_video EcC659vgmEk · row EcC659vgmEk

LAION-DISCO-12M

Fantasy (feat. Money)

Listed as Timbaland – Fantasy (feat. Money) (Shock Value) · Watch on YouTube

youtube_video EpdaZhaid10 · row EpdaZhaid10

LAION-DISCO-12M

Keep Going Up (feat. Nelly Furtado & Justin Timberlake)

Listed as Timbaland – Keep Going Up (feat. Nelly Furtado & Justin Timberlake) (Keep Going Up) · Watch on YouTube

youtube_video FEv_5I8URtM · row FEv_5I8URtM

LAION-DISCO-12M

Undertow (feat. The Fray & Esthero)

Listed as Timbaland – Undertow (feat. The Fray & Esthero) (Shock Value II) · Watch on YouTube

youtube_video GIjIK8beWsA · row GIjIK8beWsA

LAION-DISCO-12M

Don't Get No Betta (feat. Mila J)

Listed as Timbaland – Don't Get No Betta (feat. Mila J) (Don't Get No Betta) · Watch on YouTube

youtube_video HxWpDxIIDP0 · row HxWpDxIIDP0

LAION-DISCO-12M

Scream (feat. Keri Hilson & Nicole Scherzinger)

Listed as Timbaland – Scream (feat. Keri Hilson & Nicole Scherzinger) (Shock Value) · Watch on YouTube

youtube_video I7mhh-Y2Hew · row I7mhh-Y2Hew

LAION-DISCO-12M

The Way I Are (feat. Tyssem)

Listed as Timbaland – The Way I Are (feat. Tyssem) (The Way I Are) · Watch on YouTube

youtube_video KPYbrq8dpyY · row KPYbrq8dpyY

LAION-DISCO-12M

Give It To Me (Instrumental) (feat. Justin Timberlake & Nelly Furtado)

Listed as Timbaland – Give It To Me (Instrumental) (feat. Justin Timberlake & Nelly Furtado) (Give It To Me) · Watch on YouTube

youtube_video KjANcCdoHiM · row KjANcCdoHiM

LAION-DISCO-12M

Keep It Real (feat. Ginuwine)

Listed as Timbaland – Keep It Real (feat. Ginuwine) (Tim's Bio: From The Motion Picture - Life From Da Bassment) · Watch on YouTube

youtube_video L_JzZtjjwLc · row L_JzZtjjwLc

LAION-DISCO-12M

Pass At Me (feat. Pitbull)

Listed as Timbaland – Pass At Me (feat. Pitbull) (Pass At Me) · Watch on YouTube

youtube_video LmVgLTHrpq0 · row LmVgLTHrpq0

LAION-DISCO-12M

Kill Yourself (feat. Sebastian & Attitude)

Listed as Timbaland – Kill Yourself (feat. Sebastian & Attitude) (Shock Value) · Watch on YouTube

youtube_video LmWfPCil2SA · row LmWfPCil2SA

LAION-DISCO-12M

Up Jumps Da' Boogie (feat. Missy Elliott & Aaliyah)

Listed as Timbaland, Magoo – Up Jumps Da' Boogie (feat. Missy Elliott & Aaliyah) (Welcome To Our World) · Watch on YouTube

youtube_video NaCJoi1WoX8 · row NaCJoi1WoX8

LAION-DISCO-12M

Can You Feel It (feat. Esthero & Sebastian)

Listed as Timbaland – Can You Feel It (feat. Esthero & Sebastian) (Shock Value II) · Watch on YouTube

youtube_video T8yfmwuHRYs · row T8yfmwuHRYs

LAION-DISCO-12M

Luv 2 Luv U (Remix)

Listed as Timbaland & Magoo – Luv 2 Luv U (Remix) (Get Lost) · Watch on YouTube

youtube_video WGHMusVllN0 · row WGHMusVllN0

LAION-DISCO-12M

Party People (feat. JAY-Z & Twista)

Listed as Timbaland, Magoo – Party People (feat. JAY-Z & Twista) (Indecent Proposal) · Watch on YouTube

youtube_video X_LLF0VxwhE · row X_LLF0VxwhE

LAION-DISCO-12M

The Way I Are (Instrumental) (feat. Keri Hilson & D.O.E.)

Listed as Timbaland – The Way I Are (Instrumental) (feat. Keri Hilson & D.O.E.) (Shock Value (Instrumental Version)) · Watch on YouTube

youtube_video YamNRzay2bg · row YamNRzay2bg

LAION-DISCO-12M

The Way I Are (OneRepublic Remix Version) (feat. Keri Hilson & D.O.E.)

Listed as Timbaland – The Way I Are (OneRepublic Remix Version) (feat. Keri Hilson & D.O.E.) (Apologize) · Watch on YouTube

youtube_video ZNinkFCCBl8 · row ZNinkFCCBl8

LAION-DISCO-12M

Drop (feat. Fatman Scoop)

Listed as Timbaland, Magoo – Drop (feat. Fatman Scoop) (Indecent Proposal) · Watch on YouTube

youtube_video _0-z2LhAfLQ · row _0-z2LhAfLQ

LAION-DISCO-12M

Here We Come (feat. Magoo & Missy Elliott)

Listed as Timbaland – Here We Come (feat. Magoo & Missy Elliott) (Tim's Bio: From The Motion Picture - Life From Da Bassment) · Watch on YouTube

youtube_video acIJhUT6G7w · row acIJhUT6G7w

LAION-DISCO-12M

Apologize (Instrumental) (feat. OneRepublic)

Listed as Timbaland – Apologize (Instrumental) (feat. OneRepublic) (Shock Value (Instrumental Version)) · Watch on YouTube

youtube_video b3jqkj9srgM · row b3jqkj9srgM

LAION-DISCO-12M

Come and Get Me (feat. 50 Cent & Tony Yayo)

Listed as Timbaland – Come and Get Me (feat. 50 Cent & Tony Yayo) (Shock Value) · Watch on YouTube

youtube_video bCPkhmF7gyU · row bCPkhmF7gyU

LAION-DISCO-12M

Throw It On Me (feat. The Hives)

Listed as Timbaland – Throw It On Me (feat. The Hives) (Shock Value) · Watch on YouTube

youtube_video bCb1CEzQTiw · row bCb1CEzQTiw

LAION-DISCO-12M

Ease Off The Liquor

Listed as Timbaland – Ease Off The Liquor (Shock Value II) · Watch on YouTube

youtube_video bnoKBZ-epzs · row bnoKBZ-epzs

LAION-DISCO-12M

Time (feat. She Wants Revenge)

Listed as Timbaland – Time (feat. She Wants Revenge) (Shock Value) · Watch on YouTube

youtube_video br0RmtODBYo · row br0RmtODBYo

LAION-DISCO-12M

Oh Timbaland

Listed as Timbaland – Oh Timbaland (Shock Value) · Watch on YouTube

youtube_video bv1bh-iUEjc · row bv1bh-iUEjc

LAION-DISCO-12M

All Y'all (feat. Tweet)

Listed as Timbaland, Magoo – All Y'all (feat. Tweet) (Indecent Proposal) · Watch on YouTube

youtube_video dP9RnFTfISM · row dP9RnFTfISM

LAION-DISCO-12M

Timothy Where You Been (feat. Jet)

Listed as Timbaland – Timothy Where You Been (feat. Jet) (Shock Value II) · Watch on YouTube

youtube_video facgzHjwAEI · row facgzHjwAEI

LAION-DISCO-12M

Harmony (From "Skylanders Academy") (feat. Dalton Diehl)

Listed as Timbaland – Harmony (From "Skylanders Academy") (feat. Dalton Diehl) (Harmony (From "Skylanders Academy")) · Watch on YouTube

youtube_video hr7-GOWHfRs · row hr7-GOWHfRs

LAION-DISCO-12M

2 Man Show (feat. Elton John)

Listed as Timbaland – 2 Man Show (feat. Elton John) (Shock Value) · Watch on YouTube

youtube_video iDxLpREM94c · row iDxLpREM94c

LAION-DISCO-12M

My Way

Listed as Timbaland, Anna Margo – My Way (My Way) · Watch on YouTube

youtube_video j69I9lRSxng · row j69I9lRSxng

LAION-DISCO-12M

Fat Rabbit (feat. Ludacris)

Listed as Timbaland – Fat Rabbit (feat. Ludacris) (Tim's Bio: From The Motion Picture - Life From Da Bassment) · Watch on YouTube

youtube_video mFckrrlSvxE · row mFckrrlSvxE

LAION-DISCO-12M

One and Only (feat. Fall Out Boy)

Listed as Timbaland – One and Only (feat. Fall Out Boy) (Shock Value) · Watch on YouTube

youtube_video mHhPSDtHGxk · row mHhPSDtHGxk

LAION-DISCO-12M

Intro By DJ Felli Fel (feat. DJ Felli Fel)

Listed as Timbaland – Intro By DJ Felli Fel (feat. DJ Felli Fel) (Shock Value II) · Watch on YouTube

youtube_video p1TF8FEYaOA · row p1TF8FEYaOA

LAION-DISCO-12M

We Belong To The Music (feat. Miley Cyrus)

Listed as Timbaland – We Belong To The Music (feat. Miley Cyrus) (Shock Value II) · Watch on YouTube

youtube_video r7I7QwDIgJc · row r7I7QwDIgJc

LAION-DISCO-12M

Bombay (feat. Amar & Jim Beanz)

Listed as Timbaland – Bombay (feat. Amar & Jim Beanz) (Shock Value) · Watch on YouTube

youtube_video rohwTd_hkfY · row rohwTd_hkfY

LAION-DISCO-12M

Give It To Me (Sped Up Remix) (feat. Justin Timberlake & Nelly Furtado)

Listed as Timbaland – Give It To Me (Sped Up Remix) (feat. Justin Timberlake & Nelly Furtado) (Give It To Me (Sped Up Remix)) · Watch on YouTube

youtube_video uyDRp9kY9t4 · row uyDRp9kY9t4

LAION-DISCO-12M

People Like Myself (feat. Static Major)

Listed as Timbaland, Magoo – People Like Myself (feat. Static Major) (Indecent Proposal) · Watch on YouTube

youtube_video wOffZq7dpCQ · row wOffZq7dpCQ

LAION-DISCO-12M

Know Bout Me (feat. JAY Z, Drake & James Fauntleroy)

Listed as Timbaland – Know Bout Me (feat. JAY Z, Drake & James Fauntleroy) (Know Bout Me) · Watch on YouTube

youtube_video wUPFrFnIR2Q · row wUPFrFnIR2Q

LAION-DISCO-12M

Hands In The Air (feat. Ne-Yo)

Listed as Timbaland – Hands In The Air (feat. Ne-Yo) (Music From the Motion Picture Step Up Revolution) · Watch on YouTube

youtube_video yJP2hxSk8wg · row yJP2hxSk8wg

LAION-DISCO-12M

Clock Strikes (Remix)

Listed as Timbaland, Magoo – Clock Strikes (Remix) (Welcome To Our World) · Watch on YouTube

youtube_video zKe4VpHaaR0 · row zKe4VpHaaR0

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.