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Deepfakes generation and detection: State-of-the-art, open challenges, countermeasures, and way forward
Easy access to audio-visual content on social media, combined with the availability of
modern tools such as Tensorflow or Keras, and open-source trained models, along with …
modern tools such as Tensorflow or Keras, and open-source trained models, along with …
A review on methods and applications in multimodal deep learning
Deep Learning has implemented a wide range of applications and has become increasingly
popular in recent years. The goal of multimodal deep learning (MMDL) is to create models …
popular in recent years. The goal of multimodal deep learning (MMDL) is to create models …
Sadtalker: Learning realistic 3d motion coefficients for stylized audio-driven single image talking face animation
Generating talking head videos through a face image and a piece of speech audio still
contains many challenges. ie, unnatural head movement, distorted expression, and identity …
contains many challenges. ie, unnatural head movement, distorted expression, and identity …
Vasa-1: Lifelike audio-driven talking faces generated in real time
We introduce VASA, a framework for generating lifelike talking faces with appealing visual
affective skills (VAS) given a single static image and a speech audio clip. Our premiere …
affective skills (VAS) given a single static image and a speech audio clip. Our premiere …
Codetalker: Speech-driven 3d facial animation with discrete motion prior
Speech-driven 3D facial animation has been widely studied, yet there is still a gap to
achieving realism and vividness due to the highly ill-posed nature and scarcity of audio …
achieving realism and vividness due to the highly ill-posed nature and scarcity of audio …
Diffused heads: Diffusion models beat gans on talking-face generation
Talking face generation has historically struggled to produce head movements and natural
facial expressions without guidance from additional reference videos. Recent developments …
facial expressions without guidance from additional reference videos. Recent developments …
Difftalk: Crafting diffusion models for generalized audio-driven portraits animation
Talking head synthesis is a promising approach for the video production industry. Recently,
a lot of effort has been devoted in this research area to improve the generation quality or …
a lot of effort has been devoted in this research area to improve the generation quality or …
Seeing what you said: Talking face generation guided by a lip reading expert
Talking face generation, also known as speech-to-lip generation, reconstructs facial motions
concerning lips given coherent speech input. The previous studies revealed the importance …
concerning lips given coherent speech input. The previous studies revealed the importance …
[PDF][PDF] Multimodal image synthesis and editing: A survey
As information exists in various modalities in real world, effective interaction and fusion
among multimodal information plays a key role for the creation and perception of multimodal …
among multimodal information plays a key role for the creation and perception of multimodal …
Ad-nerf: Audio driven neural radiance fields for talking head synthesis
Generating high-fidelity talking head video by fitting with the input audio sequence is a
challenging problem that receives considerable attentions recently. In this paper, we …
challenging problem that receives considerable attentions recently. In this paper, we …