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A Comprehensive Review of Data‐Driven Co‐Speech Gesture Generation
Gestures that accompany speech are an essential part of natural and efficient embodied
human communication. The automatic generation of such co‐speech gestures is a long …
human communication. The automatic generation of such co‐speech gestures is a long …
Human motion generation: A survey
Human motion generation aims to generate natural human pose sequences and shows
immense potential for real-world applications. Substantial progress has been made recently …
immense potential for real-world applications. Substantial progress has been made recently …
Generating holistic 3d human motion from speech
This work addresses the problem of generating 3D holistic body motions from human
speech. Given a speech recording, we synthesize sequences of 3D body poses, hand …
speech. Given a speech recording, we synthesize sequences of 3D body poses, hand …
Beat: A large-scale semantic and emotional multi-modal dataset for conversational gestures synthesis
Achieving realistic, vivid, and human-like synthesized conversational gestures conditioned
on multi-modal data is still an unsolved problem due to the lack of available datasets …
on multi-modal data is still an unsolved problem due to the lack of available datasets …
Audio-driven co-speech gesture video generation
Co-speech gesture is crucial for human-machine interaction and digital entertainment. While
previous works mostly map speech audio to human skeletons (eg, 2D keypoints), directly …
previous works mostly map speech audio to human skeletons (eg, 2D keypoints), directly …
Analyzing input and output representations for speech-driven gesture generation
This paper presents a novel framework for automatic speech-driven gesture generation,
applicable to human-agent interaction including both virtual agents and robots. Specifically …
applicable to human-agent interaction including both virtual agents and robots. Specifically …
Learning speech-driven 3d conversational gestures from video
We propose the first approach to synthesize the synchronous 3D conversational body and
hand gestures, as well as 3D face and head animations, of a virtual character from speech …
hand gestures, as well as 3D face and head animations, of a virtual character from speech …
Evaluation of speech-to-gesture generation using bi-directional LSTM network
We present a novel framework to automatically generate natural gesture motions
accompanying speech from audio utterances. Based on a Bi-Directional LSTM Network, our …
accompanying speech from audio utterances. Based on a Bi-Directional LSTM Network, our …
Disco: Disentangled implicit content and rhythm learning for diverse co-speech gestures synthesis
Current co-speech gestures synthesis methods struggle with generating diverse motions
and typically collapse to single or few frequent motion sequences, which are trained on …
and typically collapse to single or few frequent motion sequences, which are trained on …
Modeling the conditional distribution of co-speech upper body gesture jointly using conditional-GAN and unrolled-GAN
Co-speech gestures are a crucial, non-verbal modality for humans to communicate. Social
agents also need this capability to be more human-like and comprehensive. This study aims …
agents also need this capability to be more human-like and comprehensive. This study aims …