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Detecting deep-fake audio through vocal tract reconstruction: Difference between revisions

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Detecting deep-fake audio through vocal tract reconstruction (edit)

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<section begin=what-is-it />''''[[Who Are You (I Really Wanna Know)? Detecting Audio DeepFakes Through Vocal Tract Reconstruction]]'''' is an epic scientific work, against fake human-like voices, from the [[w:University of Florida]] in published in August 2022.  
<section begin=what-is-it />'''[[Detecting deep-fake audio through vocal tract reconstruction]]''' is an epic scientific work, against fake human-like voices, from the [[w:University of Florida]] in published to peers in August 2022.  
 
[[File:University of Florida logo.svg|thumb|right|'''[https://www.ufl.edu/ University of Florida]''', the home of [https://fics.institute.ufl.edu/ '''Florida Institute for Cybersecurity Research (FICS)''' at fics.institute.ufl.edu], that brought us the [[Detecting deep-fake audio through vocal tract reconstruction]] system to hunt down the fake human-like voices.]]
 
[[File:Office of Naval Research Official Logo.png|thumb|right|The [https://www.nre.navy.mil/ '''Office of Naval Research''' (ONR) at nre.navy.mil] of the USA funded this breakthrough science.]]


The work [https://www.usenix.org/system/files/sec22fall_blue.pdf '''''Who Are You (I Really Wanna Know)? Detecting Audio DeepFakes Through Vocal Tract Reconstruction''''' at usenix.org], [https://www.usenix.org/conference/usenixsecurity22/presentation/blue presentation page], [https://www.usenix.org/system/files/sec22-blue.pdf version included in the proceedings]<ref name="University of Florida 2022">
The work [https://www.usenix.org/system/files/sec22fall_blue.pdf '''''Who Are You (I Really Wanna Know)? Detecting Audio DeepFakes Through Vocal Tract Reconstruction''''' at usenix.org], [https://www.usenix.org/conference/usenixsecurity22/presentation/blue presentation page], [https://www.usenix.org/system/files/sec22-blue.pdf version included in the proceedings]<ref name="University of Florida 2022">
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| first8    = Patrick       
| first8    = Patrick       
| date      = August 2022
| date      = August 2022
| title      = Who Are You (I Really Wanna Know)? Detecting Audio DeepFakes Through Vocal Tract Reconstruction
| title      = Detecting deep-fake audio through vocal tract reconstruction
| url        = https://www.usenix.org/conference/usenixsecurity22/presentation/blue
| url        = https://www.usenix.org/conference/usenixsecurity22/presentation/blue
| journal    = Proceedings of the 31st USENIX Security Symposium
| journal    = Proceedings of the 31st USENIX Security Symposium
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}}
}}


</ref> and [https://www.usenix.org/system/files/sec22_slides-blue.pdf slides] from researchers of the [https://fics.institute.ufl.edu/ '''Florida Institute for Cybersecurity Research (FICS)''' at fics.institute.ufl.edu] in the [[w:University of Florida]] received funding from the [[w:Office of Naval Research]] and was presented in August 2020 at the [[w:USENIX]] Security Symposium.  
</ref> and [https://www.usenix.org/system/files/sec22_slides-blue.pdf slides] from researchers of the [https://fics.institute.ufl.edu/ '''Florida Institute for Cybersecurity Research (FICS)''' at fics.institute.ufl.edu] in the [[w:University of Florida]] received funding from the [[w:Office of Naval Research]] and was presented on 2022-08-11 at the 31st [[w:USENIX]] Security Symposium.  


This work was done by PhD student Logan Blue, Kevin Warren, Hadi Abdullah, Cassidy Gibson, Luis Vargas, Jessica O’Dell, Kevin Butler and Professor Patrick Traynor.
This work was done by PhD student Logan Blue, Kevin Warren, Hadi Abdullah, Cassidy Gibson, Luis Vargas, Jessica O’Dell, Kevin Butler and Professor Patrick Traynor.
<section end=what-is-it />


The University of Florida Research Foundation Inc has filed for and received an US [https://patents.google.com/patent/US20220036904A1/en patent titled ''''Detecting deep-fake audio through vocal tract reconstruction'''' registration number US20220036904A1 (link to patents.google.com)] with 20 claims. The patent application was published on Thursday 2022-02-03. The patent application was approved on 2023-07-04 and has an adjusted expiration date of 2041-12-29.<section end=what-is-it />
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</ref> that was published Tuesday 2022-09-20 and permanently [[w:copyleft]]ed it under Creative Commons Attribution-NoDerivatives (CC-BY-ND).<section end=original-reporting />
</ref> that was published Tuesday 2022-09-20 and permanently [[w:copyleft]]ed it under Creative Commons Attribution-NoDerivatives (CC-BY-ND).<section end=original-reporting />


<section begin=embed />
Below is an exact copy of the [https://theconversation.com/deepfake-audio-has-a-tell-researchers-use-fluid-dynamics-to-spot-artificial-imposter-voices-189104 original article] from the [https://stop-synthetic-filth.org/wp/republished/amazing-method-and-results-from-university-of-florida-scientists-in-2022-against-the-menaces-of-digital-sound-alikes-audio-deepfakes/ SSF! wordpress titled "''Amazing method and results from University of Florida scientists in 2022 against the menaces of digital sound-alikes / audio deepfakes''"]. Thank you to the original writers for having the wisdom of licensing the article under CC-BY-ND.  
Below is an exact copy of the [https://theconversation.com/deepfake-audio-has-a-tell-researchers-use-fluid-dynamics-to-spot-artificial-imposter-voices-189104 original article] from the [https://stop-synthetic-filth.org/wp/republished/amazing-method-and-results-from-university-of-florida-scientists-in-2022-against-the-menaces-of-digital-sound-alikes-audio-deepfakes/ SSF! wordpress titled "''Amazing method and results from University of Florida scientists in 2022 against the menaces of digital sound-alikes / audio deepfakes''"]. Thank you to the original writers for having the wisdom of licensing the article under CC-BY-ND.  


{{#Widget:Iframe - Amazing method and results from University of Florida scientists in 2022 against the menaces of digital sound-alikes / audio deepfakes}}
{{#Widget:Iframe - Amazing method and results from University of Florida scientists in 2022 against the menaces of digital sound-alikes / audio deepfakes}}
<section end=embed />


== Watch ==
== Watch ==
 
{{#lst:Mediatheque|vocal-tract-video}}
{{#ev:youtube|SVKR3ESdAk8|640px|center| [https://www.youtube.com/watch?v=mAZVp-n-5TM '''''How your VOCAL ORGANS work: MRI video explained!''''' by '''Dr Geoff Lindsey'''  at YouTube.com].<ref group="1st seen in">https://theconversation.com/deepfake-audio-has-a-tell-researchers-use-fluid-dynamics-to-spot-artificial-imposter-voices-189104</ref>}}


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== Reactions ==
== Reactions ==
<section begin=reaction />


''' [[User:Juho Kunsola|Juho]]'s reaction '''
''' [[User:Juho Kunsola|Juho]]'s reaction '''
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Cheers American taxpayers and DoD for funding this breakthrough science!
Cheers American taxpayers and DoD for funding this breakthrough science!


Please get this technology against the fake voices to humans to protect the humans and humanity! 🫵🏻|[[User:Juho Kunsola|Juho Kunsola]]|[[Who Are You (I Really Wanna Know)? Detecting Audio DeepFakes Through Vocal Tract Reconstruction]]}}
Please get this technology against the fake voices to humans to protect the humans and humanity! 🫵🏻|[[User:Juho Kunsola|Juho Kunsola]]|[[Detecting deep-fake audio through vocal tract reconstruction]]}}
<section end=reaction />
 
== See also ==
 
* Work by Boháček and Farid ''''''[[Protecting President Zelenskyy against deep fakes]]''''''  2022 to protect President Zelensky against [[Synthetic human-like fakes#Digital look-alikes|digital look-alike attacks]]
* Further work by Boháček and Farid ''''''[[Protecting world leaders against deep fakes using facial, gestural, and vocal mannerisms]]'''''' 2022


== External links ==
== External links ==
<section begin=external-links />
* [https://fics.institute.ufl.edu/ '''Florida Institute for Cybersecurity Research (FICS)''' at fics.institute.ufl.edu] in the University of Florida. [https://twitter.com/uf_fics @uf_fics at twitter.com]
* [https://fics.institute.ufl.edu/ '''Florida Institute for Cybersecurity Research (FICS)''' at fics.institute.ufl.edu] in the University of Florida. [https://twitter.com/uf_fics @uf_fics at twitter.com]
* [https://www.usenix.org/ '''The Advanced Computing Systems Association''' at usenix.org] founded in 1975. [https://twitter.com/usenix @usenix at twitter.com]  
* [https://www.usenix.org/ '''The Advanced Computing Systems Association''' at usenix.org] founded in 1975. [https://twitter.com/usenix @usenix at twitter.com]  
* [https://www.nre.navy.mil/ '''Office of Naval Research''' (ONR) at nre.navy.mil] in the USA. [https://twitter.com/USNavyResearch @USNavyResearch at twitter.com]  
* [https://www.nre.navy.mil/ '''Office of Naval Research''' (ONR) at nre.navy.mil] in the USA. [https://twitter.com/USNavyResearch @USNavyResearch at twitter.com]  
<section end=external-links />


== 1st seen in ==
== 1st seen in ==
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[[Category:Science]]
[[Category:Science]]
[[Category:Antifake]]
[[Category:Countermeasure]]
[[Category:2022]]
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