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Generating emotional talking faces is a practical yet challenging endeavor.
An information-maximization approach to blind separation and blind deconvolution
Anthony J Bell and Terrence J Sejnowski · 1995
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Zhou Wang, Alan C. Bovik, Hamid R. Sheikh, and Eero P. Simoncelli · 2004
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A no-reference image blur metric based on the cumulative probability of blur detection (cpbd)
Niranjan D Narvekar and Lina J Karam · 2011
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The artist’s complete guide to facial expression
Gary Faigin · 2012
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
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Conditional generative adversarial nets
Mehdi Mirza and Simon Osindero · 2014
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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2014
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Perceptual losses for real-time style transfer and super-resolution
Justin Johnson, Alexandre Alahi, and Li Fei-Fei · 2016
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Out of time: automated lip sync in the wild
Joon Son Chung and Andrew Zisserman · 2017
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Arbitrary style transfer in real-time with adaptive instance normalization
Xun Huang and Serge Belongie · 2017
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Audio-driven facial animation by joint end-to-end learning of pose and emotion
Tero Karras, Timo Aila, Samuli Laine, Antti Herva, and Jaakko Lehtinen · 2017
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Lip movements generation at a glance
Lele Chen, Zhiheng Li, Ross K Maddox, Zhiyao Duan, and Chenliang Xu · 2018
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Glow: Generative flow with invertible 1x1 convolutions
Durk P Kingma and Prafulla Dhariwal · 2018
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The unreasonable effectiveness of deep features as a perceptual metric
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang · 2018
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Hierarchical cross-modal talking face generation with dynamic pixel-wise loss
Lele Chen, Ross K Maddox, Zhiyao Duan, and Chenliang Xu · 2019
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Accurate 3d face reconstruction with weakly-supervised learning: From single image to image set
Yu Deng, Jiaolong Yang, Sicheng Xu, Dong Chen, Yunde Jia, and Xin Tong · 2019
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A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
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Frame attention networks for facial expression recognition in videos
Debin Meng, Xiaojiang Peng, Kai Wang, and Yu Qiao · 2019
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Talking face generation by conditional recurrent adversarial network
Yang Song, Jingwen Zhu, Dawei Li, Andy Wang, and Hairong Qi · 2019
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Audio2face: Generating speech/face animation from single audio with attention-based bidirectional lstm networks
Guanzhong Tian, Yi Yuan, and Yong Liu · 2019
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Few-shot adversarial learning of realistic neural talking head models
Egor Zakharov, Aliaksandra Shysheya, Egor Burkov, and Victor Lempitsky · 2019
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Talking face generation by adversarially disentangled audio-visual representation
Hang Zhou, Yu Liu, Ziwei Liu, Ping Luo, and Xiaogang Wang · 2019
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Robust model training and generalisation with studentising flows
Simon Alexanderson and Gustav Eje Henter · 2020
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Speech driven talking face generation from a single image and an emotion condition
Sefik Emre Eskimez, You Zhang, and Zhiyao Duan · 2020
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Eamm: One-shot emotional talking face via audio-based emotion-aware motion model
Xinya Ji, Hang Zhou, Kaisiyuan Wang, Qianyi Wu, Wayne Wu, Feng Xu, and Xun Cao · 2022
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Expressive talking head generation with granular audio-visual control
Borong Liang, Yan Pan, Zhizhi Guo, Hang Zhou, Zhibin Hong, Xiaoguang Han, Junyu Han, Jingtuo Liu, Errui Ding, and Jingdong Wang · 2022
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Learning to listen: Modeling non-deterministic dyadic facial motion
Evonne Ng, Hanbyul Joo, Liwen Hu, Hao Li, Trevor Darrell, Angjoo Kanazawa, and Shiry Ginosar · 2022
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Emotion-controllable generalized talking face generation
Sanjana Sinha, Sandika Biswas, Ravindra Yadav, and Brojeshwar Bhowmick · 2022
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Memories are one-to-many mapping alleviators in talking face generation
Anni Tang, Tianyu He, Xu Tan, Jun Ling, Runnan Li, Sheng Zhao, Li Song, and Jiang Bian · 2022
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Moglow: Probabilistic and controllable motion synthesis using normalising flows
Gustav Eje Henter, Simon Alexanderson, and Jonas Beskow · 2020
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A lip sync expert is all you need for speech to lip generation in the wild
KR Prajwal, Rudrabha Mukhopadhyay, Vinay P Namboodiri, and CV Jawahar · 2020
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pytorch-fid: FID Score for PyTorch
Maximilian Seitzer · 2020
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Realistic speech-driven facial animation with gans
Konstantinos Vougioukas, Stavros Petridis, and Maja Pantic · 2020
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Mead: A large-scale audio-visual dataset for emotional talking-face generation
Kaisiyuan Wang, Qianyi Wu, Linsen Song, Zhuoqian Yang, Wayne Wu, Chen Qian, Ran He, Yu Qiao, and Chen Change Loy · 2020
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Audio-driven talking face video generation with learning-based personalized head pose
Ran Yi, Zipeng Ye, Juyong Zhang, Hujun Bao, and Yong-Jin Liu · 2020
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Taming transformers for high-resolution image synthesis
Patrick Esser, Robin Rombach, and Bjorn Ommer · 2021
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Wenxuan Zhang, Xiaodong Cun, Xuan Wang, Yong Zhang, Xi Shen, Yu Guo, Ying Shan, and Fei Wang · 2022
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Towards robust blind face restoration with codebook lookup transformer
Shangchen Zhou, Kelvin Chan, Chongyi Li, and Chen Change Loy · 2022
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Efficient emotional adaptation for audio-driven talking-head generation
Yuan Gan, Zongxin Yang, Xihang Yue, Lingyun Sun, and Yi Yang · 2023
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Emotionally enhanced talking face generation
Sahil Goyal, Sarthak Bhagat, Shagun Uppal, Hitkul Jangra, Yi Yu, Yifang Yin, and Rajiv Ratn Shah · 2023
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Stylevr: Stylizing character animations with normalizing flows
Bin Ji, Ye Pan, Yichao Yan, Ruizhao Chen, and Xiaokang Yang · 2023
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Styletalk: One-shot talking head generation with controllable speaking styles
Yifeng Ma, Suzhen Wang, Zhipeng Hu, Changjie Fan, Tangjie Lv, Yu Ding, Zhidong Deng, and Xin Yu · 2023
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Robust one-shot face video re-enactment using hybrid latent spaces of stylegan2
Trevine Oorloff and Yaser Yacoob · 2023
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Emotional voice puppetry
Ye Pan, Ruisi Zhang, Shengran Cheng, Shuai Tan, Yu Ding, Kenny Mitchell, and Xubo Yang · 2023
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Facediffuser: Speech-driven 3d facial animation synthesis using diffusion
Stefan Stan, Kazi Injamamul Haque, and Zerrin Yumak · 2023
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Emmn: Emotional motion memory network for audio-driven emotional talking face generation
Shuai Tan, Bin Ji, and Ye Pan · 2023
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Codetalker: Speech-driven 3d facial animation with discrete motion prior
Jinbo Xing, Menghan Xia, Yuechen Zhang, Xiaodong Cun, Jue Wang, and Tien-Tsin Wong · 2023
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High-fidelity generalized emotional talking face generation with multi-modal emotion space learning
Chao Xu, Junwei Zhu, Jiangning Zhang, Yue Han, Wenqing Chu, Ying Tai, Chengjie Wang, Zhifeng Xie, and Yong Liu · 2023
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Identity-preserving talking face generation with landmark and appearance priors
Weizhi Zhong, Chaowei Fang, Yinqi Cai, Pengxu Wei, Gangming Zhao, Liang Lin, and Guanbin Li · 2023
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Expressive talking avatars
Ye Pan, Shuai Tan, Shengran Cheng, Qunfen Lin, Zijiao Zeng, and Kenny Mitchell · 2024
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