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Emotions Don't Lie: An Audio-Visual Deepfake Detection Method Using Affective Cues
[article]
2020
arXiv
pre-print
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We present a learning-based method for detecting real and fake deepfake multimedia content. ...
Additionally, we extract and compare affective cues corresponding to perceived emotion from the two modalities within a video to infer whether the input video is "real" or "fake". ...
We give references from affective computing literature motivating the use of affective cues from modalities in our method for deepfake detection in Section 2.5. ...
arXiv:2003.06711v3
fatcat:vqkeilxpprhehmbzptiwx5sthq
Desinformación en tiempos de pandemia: tipología de los bulos sobre la Covid-19
2020
El Profesional de la Informacion
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But the ability to distort reality has taken an exponential leap forward with "deep fake" technology. ...
This capability makes it possible to create audio and video of real people saying and doing things they never said or did. ...
DARPA has an initial project in the form of a contest pitting GAN methods for generating deep fakes against would-be detection algorithms. ...
doi:10.3145/epi.2020.may.15
fatcat:ihnoj7e6wvfrffejtc2hak7boa
The State of AI Ethics Report (June 2020)
[article]
2020
arXiv
pre-print
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Artificial intelligence has become the byword for technological progress and is being used in everything from helping us combat the COVID-19 pandemic to nudging our attention in different directions as ...
These past few months have been especially challenging, and the deployment of technology in ways hitherto untested at an unrivalled pace has left the internet and technology watchers aghast. ...
Disinformation: Solutions Go Deep: Research Summaries The Deepfake Detection Challenge:
Insights and Recommendations for AI and Media Integrity Synthetic media is any media (text, image, video, audio ...
arXiv:2006.14662v1
fatcat:q76dnqzh4ja5pofurjmpmyeyey
SIENNA D4.4: Ethical Analysis of AI and Robotics Technologies
2020
Zenodo
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This deliverable also provides an overview of the history and state of the art of the academic debate on ethics of AI and robot ethics, and an overview of the current institutional support of these fields ...
(2) their physical technological products and procedures that are designed for practical applications; and (3) the particular uses and applications of these products and procedures. ...
These are (1) audio and visual media; (2) news media, and (3) social media. Audio and visual media include film, video, audio, video games, music, and graphics. ...
doi:10.5281/zenodo.4068082
fatcat:xiucqv6opng6rbit25lyfemzm4
On the Opportunities and Risks of Foundation Models
[article]
2021
arXiv
pre-print
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Deepfakes have already been used for the purpose of harassment. ...
Adaptation methods. Although foundation models provide a strong starting point, how the adaptation method uses the pretrained information can affect robustness. ...
arXiv:2108.07258v2
fatcat:yktkv4diyrgzzfzqlpvaiabc2m
Parameters Spring 2022
2022
Parameters
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Gerald Krieger assesses security challenges in the Nile River Basin and proposes areas for future US investment and cooperation. ...
The second contribution, "Rethinking Female Urinary Devices for the US Army," by Andrea Peters, et al., examines a study conducted of female urinary devices employed during the annual Sandhurst Military ...
rapidly emerging technologies, including deepfakes or AI-manipulated audio or video content either AI-rendered, edited or recut, misappropriated, or misattributed. ...
doi:10.55540/0031-1723.3124
fatcat:sbig6vpmh5fmvoy3gjdpnvdhya
WOMEN, IMAGE BASED SEXUAL ABUSE AND THE PURSUIT OF JUSTICE
2020
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Through the use of 28 in-depth interviews with victims, activists, and criminal justice staff, this research details the emotional, physical, and social impact of image based sexual abuse (IBSA) on women's ...
Importantly, by examining IBSA as part of a victimisation process rather than as an event, this research identifies IBSA as being interlinked with coercion, control, blackmail, harassment, and verbal and ...
For example, the lack of physical presence with the participants meant that achieving rapport through visual cues was not possible. ...
doi:10.24377/ljmu.t.00012955
fatcat:v3gtgimquvb4vgapstlaj3xdri
Deep Visual Instruments: Realtime Continuous, Meaningful Human Control over Deep Neural Networks for Creative Expression
2021
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These include: a collaborative, generative sketching application using MCTS and discriminative CNNs; a system to gesturally conduct the realtime generation of text in different styles using an ensemble ...
In this thesis, we investigate Deep Learning models as an artistic medium for new modes of performative, creative expression. ...
Canny edge detection We can also use a canny edge detection algorithm. ...
doi:10.25602/gold.00030191
fatcat:huplzygwx5h4vmg3yvb7dzlota
Invisible Ads
2022
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pitch decks * Partner with sales for in-person client calls to help close large-scale, custom deals * Use research and data to articulate and support value propositions for client-specific pitches and ...
understanding of all New York Times ad products and creative capabilities * Develop and articulate innovative marketing programs in many forms, including but not limited to written creative briefs and visually-driven ...
Staring at them while half-heartedly taking notes, I saw myself trapped in a stock photo image-no emotion but the setting and wardrobe were exactly what you would expect when pulling up visuals of corporate ...
doi:10.7916/7jkx-2b90
fatcat:qroaflijw5fa5estsnutwidnyq
AMS Preliminary Program
2021
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Join us for the 87th Annual Meeting of the American Musicological Society (AMS)! ...
page=Chicago Become an AMS member to save up to $100 on registration, and register before September 30 to enjoy our early-bird discount. ...
James Cli ord once suggested that ethnologists and surrealists of France's interwar years came to view western culture as an arbitrary assemblage of signs. ...
doi:10.17613/7kpz-g054
fatcat:wiry2sdv7rdefkaxprwebste2a