3,839
edits
Synthetic human-like fakes: Difference between revisions
Jump to navigation
Jump to search
→Events against synthetic human-like fakes: + '''CVPR 2021 research areas visualization by Joshua Preston''' at public.tableau.com + tweaks
Juho Kunsola (talk | contribs) mNo edit summary |
Juho Kunsola (talk | contribs) (→Events against synthetic human-like fakes: + '''CVPR 2021 research areas visualization by Joshua Preston''' at public.tableau.com + tweaks) |
||
| (5 intermediate revisions by the same user not shown) | |||
| Line 208: | Line 208: | ||
== Singing syntheses == | == Singing syntheses == | ||
As of 2020 the digital sing-alikes may not yet be here, but when we hear a faked singing voice and we cannot hear that it is fake, then we will know. An ability to sing does not seem to add much hostile capabilities compared to the ability to thieve spoken word. | As of 2020 the '''digital sing-alikes''' may not yet be here, but when we hear a faked singing voice and we cannot hear that it is fake, then we will know. An ability to sing does not seem to add much hostile capabilities compared to the ability to thieve spoken word. | ||
* [https://arxiv.org/abs/1910.11690 ''''''Fast and High-Quality Singing Voice Synthesis System based on Convolutional Neural Networks'''''' at arxiv.org], a 2019 singing voice synthesis technique using [[w:convolutional neural network|w:convolutional neural networks (CNN)]]. Accepted into the 2020 [[w:International Conference on Acoustics, Speech, and Signal Processing|International Conference on Acoustics, Speech, and Signal Processing (ICASSP)]]. | * [https://arxiv.org/abs/1910.11690 ''''''Fast and High-Quality Singing Voice Synthesis System based on Convolutional Neural Networks'''''' at arxiv.org], a 2019 singing voice synthesis technique using [[w:convolutional neural network|w:convolutional neural networks (CNN)]]. Accepted into the 2020 [[w:International Conference on Acoustics, Speech, and Signal Processing|International Conference on Acoustics, Speech, and Signal Processing (ICASSP)]]. | ||
| Line 218: | Line 218: | ||
* [[w:Category:Singing software synthesizers]] | * [[w:Category:Singing software synthesizers]] | ||
== Text syntheses == | == Text syntheses == | ||
| Line 246: | Line 245: | ||
# Offensively, to thieve somebody else's handwriting style | # Offensively, to thieve somebody else's handwriting style | ||
Here we find a | If the handwriting-like synthesis passes human and media forensics testing, it is a '''digital handwrite-alike'''. | ||
Here we find a '''risk''' similar to that which realized when the '''[[w:speaker recognition]] systems''' turned out to be instrumental in the development of '''[[#Digital sound-alikes|digital sound-alikes]]'''. After the knowledge needed to recognize a speaker was [[w:Transfer learning|w:transferred]] into a generative task in 2018 by Google researchers, we no longer cannot effectively determine for English speakers which recording is human in origin and which is from a machine origin. | |||
'''Handwriting-like syntheses''': | '''Handwriting-like syntheses''': | ||
| Line 267: | Line 268: | ||
''' Handwriting recognition ''' | ''' Handwriting recognition ''' | ||
* [[w:Handwriting recognition]] | * '''[[w:Handwriting recognition]]''' ('''HWR'''), also known as '''Handwritten Text Recognition''' ('''HTR'''), is the ability of a computer to receive and interpret intelligible [[w:handwriting|w:handwritten]] input (Wikipedia) | ||
* '''[[w:Intelligent word recognition]]''', or '''IWR''', is the recognition of unconstrained handwritten words.<ref> | |||
{{Cite web | |||
|url=https://www.efilecabinet.com/what-is-iwr-intelligent-word-recognition-how-is-it-related-to-document-management/ | |||
|title=What is IWR? (Intelligent Word Recognition) | |||
|date=2016-01-04 | |||
|website=eFileCabinet | |||
|language=en-US | |||
|access-date=2021-09-21 | |||
}} | |||
</ref> (Wikipedia) | |||
* [https://github.com/topics/handwriting-recognition GitHub topic '''handwriting-recognition'''] contains 238 repositories as of September 2021. | * [https://github.com/topics/handwriting-recognition GitHub topic '''handwriting-recognition'''] contains 238 repositories as of September 2021. | ||
| Line 649: | Line 661: | ||
</ref> - ''Open Media Forensics Challenge Evaluation (OpenMFC) is an open evaluation series organized by the NIST to assess and measure the capability of media forensic algorithms and systems.''<ref>https://www.nist.gov/itl/iad/mig/open-media-forensics-challenge</ref> | </ref> - ''Open Media Forensics Challenge Evaluation (OpenMFC) is an open evaluation series organized by the NIST to assess and measure the capability of media forensic algorithms and systems.''<ref>https://www.nist.gov/itl/iad/mig/open-media-forensics-challenge</ref> | ||
* '''2021''' | '''[[w:Conference on Computer Vision and Pattern Recognition]] (CVPR)''' 2021 | * '''2021''' | '''[[w:Conference on Computer Vision and Pattern Recognition]] (CVPR)''' 2021 | ||
** [https://public.tableau.com/app/profile/joshpreston/viz/CVPR2021/Dashboard1 '''CVPR 2021 research areas visualization by Joshua Preston''' at public.tableau.com] | |||
** [https://sites.google.com/view/mediaforensics2021 2021 ''''Workshop on Media Forensics'''' in CVPR 2021 at sites.google.com], a '''June 2021''' workshop at the Conference on Computer Vision and Pattern Recognition. | |||
* '''2020''' | [http://cvpr2020.thecvf.com/ '''CVPR''' 2020] | [https://sites.google.com/view/wmediaforensics2020/home 2020 Conference on Computer Vision and Pattern Recognition: ''''Workshop on Media Forensics'''' at sites.google.com], a '''June 2020''' workshop at the Conference on Computer Vision and Pattern Recognition. | * '''2020''' | [http://cvpr2020.thecvf.com/ '''CVPR''' 2020] | [https://sites.google.com/view/wmediaforensics2020/home 2020 Conference on Computer Vision and Pattern Recognition: ''''Workshop on Media Forensics'''' at sites.google.com], a '''June 2020''' workshop at the Conference on Computer Vision and Pattern Recognition. | ||