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'''Udio''' is a [[generative artificial intelligence]] model that [[Music and artificial intelligence|produces music]] based on [[Prompt engineering|prompts]]. Its free [[Software testing#Beta testing|beta version]] was released on April 10, 2024. Founded by a team of former researchers for [[Google DeepMind]] headed by Udio's CEO, David Ding, the program received financial backing from the [[venture capital]] firm [[Andreessen Horowitz]]. Critics have raised concerns over its training data potentially consisting of copyrighted music and its potential to replace musicians.
'''Udio''' is a [[generative artificial intelligence]] model that [[Music and artificial intelligence|produces music]] based on [[Prompt engineering|prompts]]. Its free [[Software testing#Beta testing|beta version]] was released publicly on April 10, 2024. Founded in December 2023 by a team of former researchers for [[Google DeepMind]] headed by Udio's CEO, David Ding, the program received financial backing from the [[venture capital]] firm [[Andreessen Horowitz]] and musicians [[will.i.am]] and [[Common (rapper)|Common]], among others. Critics praised its ability to create realistic-sounding vocals while others raised concerns over its training data likely consisting of copyrighted music.


==History==
==History==
Udio was created by a team of former researchers for [[Google DeepMind]]. Its CEO is David Ding.<ref name="VB" /> The [[venture capital]] firm [[Andreessen Horowitz]], musicians [[will.i.am]] and [[Common (rapper)|Common]], and [[Instagram]] cofounder and CTO [[Mike Krieger]] provided financial backing for Udio.<ref name="VB" /> It spent several months in a [[Software release life cycle#Open and closed beta|closed beta]] phase before being publicly released in its [[Software testing#Beta testing|beta phase]] on April 10, 2024 on the Udio website.<ref name="ZDN">{{cite web |last1=Ortiz |first1=Sabrina |title=Is Udio really the best AI music generator yet? I put it to the test and so can you |url=https://www.zdnet.com/article/is-udio-really-the-best-ai-music-generator-yet-i-put-it-to-the-test-and-so-can-you/ |website=[[ZDNET]] |access-date=April 15, 2024 |date=April 10, 2024}}</ref> {{As of|April 2024}}, it allows users to generate 1,200 songs per month for free.<ref name="DJMag">{{cite web |last1=Eede |first1=Christian |title='Game-changing' new app generates music from text prompts |url=https://djmag.com/news/game-changing-new-app-generates-music-text-prompts |website=[[DJ Mag]] |access-date=April 15, 2024 |date=April 12, 2024}}</ref><ref name="PCW">{{cite web |last1=Hachman |first1=Mark |title=Udio's AI music is my new obsession |url=https://www.pcworld.com/article/2302035/udios-ai-music-is-my-new-obsession.html |website=[[PC World]] |access-date=April 15, 2024 |date=April 11, 2024}}</ref> Udio's release followed the releases of other text-to-music generators such as [[Suno AI]] and Stability Audio.<ref name="VB" />
Udio was created in December 2023 by a team of four former researchers for [[Google DeepMind]], including Udio's CEO David Ding, Conor Durkan, Charlie Nash, Yaroslav Ganin, as well as Andrew Sanchez.<ref name="RS">{{cite web |last1=Hiatt |first1=Brian |title=AI-Music Arms Race: Meet Udio, the Other ChatGPT for Music |url=https://www.rollingstone.com/music/music-features/udio-ai-music-chatgpt-suno-1235001675/ |website=[[Rolling Stone]] |access-date=April 15, 2024 |date=April 10, 2024}}</ref><ref name="Tom2" /> The [[venture capital]] firm [[Andreessen Horowitz]]; the music distributor [[UnitedMasters]]; musicians [[will.i.am]], [[Tay Keith]], and [[Common (rapper)|Common]]; investor [[Kevin Wall]]; [[Instagram]] cofounder [[Mike Krieger]]; and DeepMind research [[Oriol Vinyals]] all provided financial backing for Udio, and it was valued at $10 million in [[Seed money|seed funding]].<ref name="MBW">{{cite web |last1=Tencer |first1=Daniel |title=New AI-powered 'instant' music-making app Udio raises $10m; launches with backing from will.i.am, Common, UnitedMasters, a16z |url=https://www.musicbusinessworldwide.com/new-ai-powered-instant-music-making-app-udio-raises-10m-launches-with-backing-from-will-i-am-common-unitedmasters-a16z/ |website=[[Music Business Worldwide]] |access-date=April 15, 2024 |date=April 10, 2024}}</ref> It spent several months in a [[Software release life cycle#Open and closed beta|closed beta]] phase before being publicly released in its [[Software testing#Beta testing|beta phase]] on April 10, 2024 on the Udio website.<ref name="ZDN">{{cite web |last1=Ortiz |first1=Sabrina |title=Is Udio really the best AI music generator yet? I put it to the test and so can you |url=https://www.zdnet.com/article/is-udio-really-the-best-ai-music-generator-yet-i-put-it-to-the-test-and-so-can-you/ |website=[[ZDNET]] |access-date=April 15, 2024 |date=April 10, 2024}}</ref> {{As of|April 2024}}, it allows users to generate 1,200 songs per month for free.<ref name="DJMag">{{cite web |last1=Eede |first1=Christian |title='Game-changing' new app generates music from text prompts |url=https://djmag.com/news/game-changing-new-app-generates-music-text-prompts |website=[[DJ Mag]] |access-date=April 15, 2024 |date=April 12, 2024}}</ref><ref name="PCW">{{cite web |last1=Hachman |first1=Mark |title=Udio's AI music is my new obsession |url=https://www.pcworld.com/article/2302035/udios-ai-music-is-my-new-obsession.html |website=[[PC World]] |access-date=April 15, 2024 |date=April 11, 2024}}</ref> Sanchez described it as "enabl[ing musicians] to create great music and{{nbsp}}... to make money off of that music in the future".<ref name="RS" /> Udio's release followed the releases of other text-to-music generators such as [[Suno AI]] and Stability Audio.<ref name="VB" />


==Capabilities==
==Capabilities==
Line 21: Line 21:


==Reception==
==Reception==
Mark Hachman, the senior editor of ''[[PC World]]'', compared Udio to [[artificial intelligence art|AI art generators]] and praised its ability to turn "a few rather poor lyrics" into a "rather catchy" song, also calling the vocals it generated "incredibly realistic and even emotional".<ref name="PCW" /> Sabrina Ortiz of ''[[ZDNET]]'' described the songs it generated as being "impressive" and sounding "as though they were produced professionally". She also called them "fuller and richer" than those of other text-to-music generators, which she said it had "more personalization options" than.<ref name="ZDN" />
Mark Hachman, the senior editor of ''[[PC World]]'', compared Udio to [[artificial intelligence art|AI art generators]] and praised its ability to turn "a few rather poor lyrics" into a "rather catchy" song, also calling the vocals it generated "incredibly realistic and even emotional".<ref name="PCW" /> Sabrina Ortiz of ''[[ZDNET]]'' described the songs it generated as being "impressive" and sounding "as though they were produced professionally". She also called them "fuller and richer" than those of other text-to-music generators, which she said it had "more personalization options" than.<ref name="ZDN" /> ''[[Tom's Hardware#Tom's Guide|Tom's Guide]]''{{'}}s Ryan Morrison wrote that Udio had "an uncanny ability to capture emotion in synthetic vocals" and was the only AI music generator "to have captured the passion, pain and spirit of a vocal performance".<ref>{{cite web |last1=Morrison |first1=Ryan |title=Udio is a game changer for AI music — 9 best prompts to try now |url=https://www.tomsguide.com/ai/udio-is-a-game-changer-for-ai-music-9-best-prompts-to-try-now |website=[[Tom's Hardware#Tom's Guide|Tom's Guide]] |access-date=April 15, 2024 |date=April 11, 2024}}</ref> He added that the program was geared toward "people with no or minimal musical ability".<ref name="Tom2">{{cite web |last1=Morrison |first1=Ryan |title=Meet Udio — the most realistic AI music creation tool I've ever tried |url=https://www.tomsguide.com/ai/meet-udio-the-most-realistic-ai-music-creation-tool-ive-ever-tried |website=Tom's Guide |access-date=April 15, 2024 |date=April 10, 2024}}</ref> Brian Hiatt of ''[[Rolling Stone]]'' wrote that Udio was "more customizable but also perhaps less intuitive to use" than Suno AI and added that "some early users have suggested that on average, Udio's output may sound crisper than Suno's".<ref name="RS" />


For ''Ars Technica'', Benj Edwards wrote that Udio's generation capability was imperfect and "less impressive" than Suno AI's, noting that its songs were substantially shorter than Suno AI's. He also called the songs it produced "half-baked and almost nightmarish".<ref name="AT" /> In response to the company's announcement of Udio's beta release on [[Twitter]], [[Telefon Tel Aviv]] member [[Joshua Eustis]] tweeted that Udio was "an app to replace musicians" and called into question the data that it used. Udio has also been criticized online as "soulless" and for having the potential to create [[audio deepfake]]s.<ref name="DJMag" /><ref name="VB" />
For ''[[Ars Technica]]'', Benj Edwards wrote that Udio's generation capability was imperfect and "less impressive" than Suno AI's, noting that its songs were substantially shorter than Suno AI's. He also called the songs it produced "half-baked and almost nightmarish".<ref name="AT" /> In response to the company's announcement of Udio's beta release on [[Twitter]], [[Telefon Tel Aviv]] member [[Joshua Eustis]] tweeted that Udio was "an app to replace musicians" and called into question the data that it used. Udio has also been criticized online as "soulless" and for having the potential to create [[audio deepfake]]s.<ref name="DJMag" /><ref name="VB" /> Lucas Ropek of ''[[Gizmodo]]'' stated that Udio was "full of acoustical nonsense" and that its songs were "extraordinarily bad".<ref>{{cite web |last1=Ropek |first1=Lucas |title=Dune, the Broadway Musical and 8 Other Brain-Dead Songs From Udio's AI Music Generator |url=https://gizmodo.com/dune-the-broadway-musical-and-8-other-brain-dead-songs-1851403849 |website=[[Gizmodo]] |access-date=April 15, 2024 |date=April 11, 2024}}</ref>


===Copyright concerns===
===Copyright concerns===
Critics of Udio have questioned what data was used to train it and if that data consisted of copyrighted music. Brian Hiatt of ''[[Rolling Stone]]'' wrote that there was "substantial reason to believe" that Udio and Suno AI were trained with copyrighted music, while Benj Edwards of ''[[Ars Technica]]'' wrote that its training data was "likely filled with copyrighted material".<ref name="AT" /><ref name="DJMag" /> Udio does not directly recreate copyrighted songs if prompted.<ref name="PCW" /> Ding has stated that Udio has "extensive automated copyright filters" and that the company is "continually refining [its] safeguards".<ref name="VB">{{cite web |last1=Nuñez |first1=Michael |title=Former Google DeepMind researchers launch AI-powered music creation app Udio |url=https://venturebeat.com/ai/former-google-deepmind-researchers-launch-ai-powered-music-creation-app-udio/ |website=[[VentureBeat]] |access-date=April 15, 2024 |date=April 11, 2024}}</ref>
Critics of Udio have questioned what data was used to train it and if that data consisted of copyrighted music. ''Rolling Stone'' wrote that there was "substantial reason to believe" that both Udio and Suno AI were trained with copyrighted music, while Benj Edwards of ''Ars Technica'' wrote that its training data was "likely filled with copyrighted material".<ref name="AT" /><ref name="DJMag" /> Udio does not directly recreate copyrighted songs if prompted.<ref name="PCW" /> Ding has stated that Udio has "extensive automated copyright filters" and that the company is "continually refining [its] safeguards".<ref name="VB">{{cite web |last1=Nuñez |first1=Michael |title=Former Google DeepMind researchers launch AI-powered music creation app Udio |url=https://venturebeat.com/ai/former-google-deepmind-researchers-launch-ai-powered-music-creation-app-udio/ |website=[[VentureBeat]] |access-date=April 15, 2024 |date=April 11, 2024}}</ref>


==References==
==References==

Revision as of 02:18, 15 April 2024

Udio
Developer(s)Udio
Initial release2024
TypeGenerative artificial intelligence
Websiteudio.com

Udio is a generative artificial intelligence model that produces music based on prompts. Its free beta version was released publicly on April 10, 2024. Founded in December 2023 by a team of former researchers for Google DeepMind headed by Udio's CEO, David Ding, the program received financial backing from the venture capital firm Andreessen Horowitz and musicians will.i.am and Common, among others. Critics praised its ability to create realistic-sounding vocals while others raised concerns over its training data likely consisting of copyrighted music.

History

Udio was created in December 2023 by a team of four former researchers for Google DeepMind, including Udio's CEO David Ding, Conor Durkan, Charlie Nash, Yaroslav Ganin, as well as Andrew Sanchez.[1][2] The venture capital firm Andreessen Horowitz; the music distributor UnitedMasters; musicians will.i.am, Tay Keith, and Common; investor Kevin Wall; Instagram cofounder Mike Krieger; and DeepMind research Oriol Vinyals all provided financial backing for Udio, and it was valued at $10 million in seed funding.[3] It spent several months in a closed beta phase before being publicly released in its beta phase on April 10, 2024 on the Udio website.[4] As of April 2024, it allows users to generate 1,200 songs per month for free.[5][6] Sanchez described it as "enabl[ing musicians] to create great music and ... to make money off of that music in the future".[1] Udio's release followed the releases of other text-to-music generators such as Suno AI and Stability Audio.[7]

Capabilities

Udio bases the songs it creates on text prompts, which can include their genre (including barbershop quartet, country, classical, hip hop, German pop, and hard rock, among others), lyrics, story direction, and other artists to base their sound on. Its lyrics are created with a large language model (LLM), while the process used to generate the music itself, as of April 2024, has not been disclosed.[8] The program generates two songs based on the prompts and users can "remix" their songs with further text prompts.[5] Songs are first generated as 30 seconds long and can be extended to a maximum length of 90 seconds.[6]

Reception

Mark Hachman, the senior editor of PC World, compared Udio to AI art generators and praised its ability to turn "a few rather poor lyrics" into a "rather catchy" song, also calling the vocals it generated "incredibly realistic and even emotional".[6] Sabrina Ortiz of ZDNET described the songs it generated as being "impressive" and sounding "as though they were produced professionally". She also called them "fuller and richer" than those of other text-to-music generators, which she said it had "more personalization options" than.[4] Tom's Guide's Ryan Morrison wrote that Udio had "an uncanny ability to capture emotion in synthetic vocals" and was the only AI music generator "to have captured the passion, pain and spirit of a vocal performance".[9] He added that the program was geared toward "people with no or minimal musical ability".[2] Brian Hiatt of Rolling Stone wrote that Udio was "more customizable but also perhaps less intuitive to use" than Suno AI and added that "some early users have suggested that on average, Udio's output may sound crisper than Suno's".[1]

For Ars Technica, Benj Edwards wrote that Udio's generation capability was imperfect and "less impressive" than Suno AI's, noting that its songs were substantially shorter than Suno AI's. He also called the songs it produced "half-baked and almost nightmarish".[8] In response to the company's announcement of Udio's beta release on Twitter, Telefon Tel Aviv member Joshua Eustis tweeted that Udio was "an app to replace musicians" and called into question the data that it used. Udio has also been criticized online as "soulless" and for having the potential to create audio deepfakes.[5][7] Lucas Ropek of Gizmodo stated that Udio was "full of acoustical nonsense" and that its songs were "extraordinarily bad".[10]

Copyright concerns

Critics of Udio have questioned what data was used to train it and if that data consisted of copyrighted music. Rolling Stone wrote that there was "substantial reason to believe" that both Udio and Suno AI were trained with copyrighted music, while Benj Edwards of Ars Technica wrote that its training data was "likely filled with copyrighted material".[8][5] Udio does not directly recreate copyrighted songs if prompted.[6] Ding has stated that Udio has "extensive automated copyright filters" and that the company is "continually refining [its] safeguards".[7]

References

  1. ^ a b c Hiatt, Brian (April 10, 2024). "AI-Music Arms Race: Meet Udio, the Other ChatGPT for Music". Rolling Stone. Retrieved April 15, 2024.
  2. ^ a b Morrison, Ryan (April 10, 2024). "Meet Udio — the most realistic AI music creation tool I've ever tried". Tom's Guide. Retrieved April 15, 2024.
  3. ^ Tencer, Daniel (April 10, 2024). "New AI-powered 'instant' music-making app Udio raises $10m; launches with backing from will.i.am, Common, UnitedMasters, a16z". Music Business Worldwide. Retrieved April 15, 2024.
  4. ^ a b Ortiz, Sabrina (April 10, 2024). "Is Udio really the best AI music generator yet? I put it to the test and so can you". ZDNET. Retrieved April 15, 2024.
  5. ^ a b c d Eede, Christian (April 12, 2024). "'Game-changing' new app generates music from text prompts". DJ Mag. Retrieved April 15, 2024.
  6. ^ a b c d Hachman, Mark (April 11, 2024). "Udio's AI music is my new obsession". PC World. Retrieved April 15, 2024.
  7. ^ a b c Nuñez, Michael (April 11, 2024). "Former Google DeepMind researchers launch AI-powered music creation app Udio". VentureBeat. Retrieved April 15, 2024.
  8. ^ a b c Edwards, Benj (April 10, 2024). "New AI music generator Udio synthesizes realistic music on demand". Ars Technica. Retrieved April 15, 2024.
  9. ^ Morrison, Ryan (April 11, 2024). "Udio is a game changer for AI music — 9 best prompts to try now". Tom's Guide. Retrieved April 15, 2024.
  10. ^ Ropek, Lucas (April 11, 2024). "Dune, the Broadway Musical and 8 Other Brain-Dead Songs From Udio's AI Music Generator". Gizmodo. Retrieved April 15, 2024.
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