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The art of communication beyond speech there are gestures.
Variations of box plots
Robert McGill, John W Tukey, and Wayne A Larsen · 1978
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Robust estimation of a location parameter
Peter J Huber · 1992
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Attention is all you need
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Learning individual styles of conversational gesture
Shiry Ginosar, Amir Bar, Gefen Kohavi, Caroline Chan, Andrew Owens, and Jitendra Malik · 2019
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Robots learn social skills: End-to-end learning of co-speech gesture generation for humanoid robots
Youngwoo Yoon, Woo-Ri Ko, Minsu Jang, Jaeyeon Lee, Jaehong Kim, and Geehyuk Lee · 2019
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Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2019
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Style transfer for co-speech gesture animation: A multi-speaker conditional-mixture approach
Chaitanya Ahuja, Dong Won Lee, Yukiko I. Nakano, and Louis-Philippe Morency · 2020
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Style-controllable speech-driven gesture synthesis using normalising flows
Simon Alexanderson, Gustav Eje Henter, Taras Kucherenko, and Jonas Beskow · 2020
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Style-controllable speech-driven gesture synthesis using normalising flows
Simon Alexanderson, Gustav Eje Henter, Taras Kucherenko, and Jonas Beskow · 2020
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Longformer: The long-document transformer
Iz Beltagy, Matthew E. Peters, and Arman Cohan · 2020
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Denoising diffusion probabilistic models
Jonathan Ho, Ajay Jain, and Pieter Abbeel · 2020
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Reformer: The efficient transformer
Nikita Kitaev, Lukasz Kaiser, and Anselm Levskaya · 2020
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Do transformers need deep long-range memory?
Jack W. Rae and Ali Razavi · 2020
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Speech gesture generation from the trimodal context of text, audio, and speaker identity
Youngwoo Yoon, Bok Cha, Joo-Haeng Lee, Minsu Jang, Jaeyeon Lee, Jaehong Kim, and Geehyuk Lee · 2020
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Generating coherent spontaneous speech and gesture from text
Simon Alexanderson, Éva Székely, Gustav Eje Henter, Taras Kucherenko, and Jonas Beskow · 2021
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Learning speech-driven 3d conversational gestures from video
Ikhsanul Habibie, Weipeng Xu, Dushyant Mehta, Lingjie Liu, Hans-Peter Seidel, Gerard Pons-Moll, Mohamed Elgharib, and Christian Theobalt · 2021
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A large, crowdsourced evaluation of gesture generation systems on common data: The GENEA challenge 2020
Taras Kucherenko, Patrik Jonell, Youngwoo Yoon, Pieter Wolfert, and Gustav Eje Henter · 2021
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Audio2gestures: Generating diverse gestures from speech audio with conditional variational autoencoders
Jing Li, Di Kang, Wenjie Pei, Xuefei Zhe, Ying Zhang, Zhenyu He, and Linchao Bao · 2021
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Audio2gestures: Generating diverse gestures from speech audio with conditional variational autoencoders
Jing Li, Di Kang, Wenjie Pei, Xuefei Zhe, Ying Zhang, Zhenyu He, and Linchao Bao · 2021
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Efficient content-based sparse attention with routing transformers
Aurko Roy, Mohammad Saffar, Ashish Vaswani, and David Grangier · 2021
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Listen, denoise, action! audio-driven motion synthesis with diffusion models
Simon Alexanderson, Rajmund Nagy, Jonas Beskow, and Gustav Eje Henter · 2022
GENIE: large scale pre-training for text generation with diffusion model
Zhenghao Lin, Yeyun Gong, Yelong Shen, Tong Wu, Zhihao Fan, Chen Lin, Weizhu Chen, and Nan Duan · 2022
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Learning hierarchical cross-modal association for co-speech gesture generation
Xian Liu, Qianyi Wu, Hang Zhou, Yinghao Xu, Rui Qian, Xinyi Lin, Xiaowei Zhou, Wayne Wu, Bo Dai, and Bolei Zhou · 2022
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VIDM: video implicit diffusion models
Kangfu Mei and Vishal M. Patel · 2022
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Hierarchical text-conditional image generation with clip latents
Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu, and Mark Chen · 2022
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Diffusion motion: Generate text-guided 3d human motion by diffusion model
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Rhythmic gesticulator: Rhythm-aware co-speech gesture synthesis with hierarchical neural embeddings
Tenglong Ao, Qingzhe Gao, Yuke Lou, Baoquan Chen, and Libin Liu · 2022
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The ivi lab entry to the genea challenge 2022 – a tacotron2 based method for co-speech gesture generation with locality-constraint attention mechanism
Che-Jui Chang, Sen Zhang, and Mubbasir Kapadia · 2022
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Unifying human motion synthesis and style transfer with denoising diffusion probabilistic models
Ziyi Chang, Edmund JC Findlay, Haozheng Zhang, and Hubert PH Shum · 2022
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Wavlm: Large-scale self-supervised pre-training for full stack speech processing
Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Xiangzhan Yu, and Furu Wei · 2022
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Mofusion: A framework for denoising-diffusion-based motion synthesis
Rishabh Dabral, Muhammad Hamza Mughal, Vladislav Golyanik, and Christian Theobalt · 2022
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Zeroeggs: Zero-shot example-based gesture generation from speech
Saeed Ghorbani, Ylva Ferstl, Daniel Holden, Nikolaus F Troje, and Marc-André Carbonneau · 2022
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A motion matching-based framework for controllable gesture synthesis from speech
Ikhsanul Habibie, Mohamed Elgharib, Kripasindhu Sarkar, Ahsan Abdullah, Simbarashe Nyatsanga, Michael Neff, and Christian Theobalt · 2022
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Zhiyuan Ren, Zhihong Pan, Xin Zhou, and Le Kang · 2022
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Guy Tevet, Sigal Raab, Brian Gordon, Yonatan Shafir, Daniel Cohen-Or, and Amit H Bermano · 2022
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Vector quantized diffusion model with codeunet for text-to-sign pose sequences generation
Pan Xie, Qipeng Zhang, Zexian Li, Hao Tang, Yao Du, and Xiaohui Hu · 2022
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The reprgesture entry to the GENEA challenge 2022
Sicheng Yang, Zhiyong Wu, Minglei Li, Mengchen Zhao, Jiuxin Lin, Liyang Chen, and Weihong Bao · 2022
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Generating holistic 3d human motion from speech
Hongwei Yi, Hualin Liang, Yifei Liu, Qiong Cao, Yandong Wen, Timo Bolkart, Dacheng Tao, and Michael J Black · 2022
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The GENEA challenge 2022: A large evaluation of data-driven co-speech gesture generation
Youngwoo Yoon, Pieter Wolfert, Taras Kucherenko, Carla Viegas, Teodor Nikolov, Mihail Tsakov, and Gustav Eje Henter · 2022
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Physdiff: Physics-guided human motion diffusion model
Ye Yuan, Jiaming Song, Umar Iqbal, Arash Vahdat, and Jan Kautz · 2022
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Motiondiffuse: Text-driven human motion generation with diffusion model
Mingyuan Zhang, Zhongang Cai, Liang Pan, Fangzhou Hong, Xinying Guo, Lei Yang, and Ziwei Liu · 2022
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Ude: A unified driving engine for human motion generation
Zixiang Zhou and Baoyuan Wang · 2022
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Gesturemaster: Graph-based speech-driven gesture generation
Chi Zhou, Tengyue Bian, and Kang Chen · 2022
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Scene-aware 3d multi-human motion capture from a single camera
Diogo Luvizon, Marc Habermann, Vladislav Golyanik, Adam Kortylewski, and Christian Theobalt · 2023
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A comprehensive review of data-driven co-speech gesture generation
Simbarashe Nyatsanga, Taras Kucherenko, Chaitanya Ahuja, Gustav Eje Henter, and Michael Neff · 2023
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