Human motion generation: A survey

W Zhu, X Ma, D Ro, H Ci, J Zhang, J Shi… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
Human motion generation aims to generate natural human pose sequences and shows
immense potential for real-world applications. Substantial progress has been made recently …

Ai choreographer: Music conditioned 3d dance generation with aist++

R Li, S Yang, DA Ross… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
We present AIST++, a new multi-modal dataset of 3D dance motion and music, along with
FACT, a Full-Attention Cross-modal Transformer network for generating 3D dance motion …

Makelttalk: speaker-aware talking-head animation

Y Zhou, X Han, E Shechtman, J Echevarria… - ACM Transactions On …, 2020 - dl.acm.org
We present a method that generates expressive talking-head videos from a single facial
image with audio as the only input. In contrast to previous attempts to learn direct map**s …

Choreomaster: choreography-oriented music-driven dance synthesis

K Chen, Z Tan, J Lei, SH Zhang, YC Guo… - ACM Transactions on …, 2021 - dl.acm.org
Despite strong demand in the game and film industry, automatically synthesizing high-
quality dance motions remains a challenging task. In this paper, we present ChoreoMaster …

Finedance: A fine-grained choreography dataset for 3d full body dance generation

R Li, J Zhao, Y Zhang, M Su, Z Ren… - Proceedings of the …, 2023 - openaccess.thecvf.com
Generating full-body and multi-genre dance sequences from given music is a challenging
task, due to the limitations of existing datasets and the inherent complexity of the fine …

A virtual reality dance training system using motion capture technology

JCP Chan, H Leung, JKT Tang… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
In this paper, a new dance training system based on the motion capture and virtual reality
(VR) technologies is proposed. Our system is inspired by the traditional way to learn new …

Dance with melody: An lstm-autoencoder approach to music-oriented dance synthesis

T Tang, J Jia, H Mao - Proceedings of the 26th ACM international …, 2018 - dl.acm.org
Dance is greatly influenced by music. Studies on how to synthesize music-oriented dance
choreography can promote research in many fields, such as dance teaching and human …

Machine learning for intangible cultural heritage: a review of techniques on dance analysis

I Rallis, A Voulodimos, N Bakalos… - Visual Computing for …, 2020 - Springer
Performing arts and in particular dance is one of the most important domains of Intangible
Cultural Heritage. However, preserving, documenting, analyzing and visually understanding …

Music-driven group choreography

N Le, T Pham, T Do, E Tjiputra… - Proceedings of the …, 2023 - openaccess.thecvf.com
Music-driven choreography is a challenging problem with a wide variety of industrial
applications. Recently, many methods have been proposed to synthesize dance motions …

Rhythm is a dancer: Music-driven motion synthesis with global structure

A Aristidou, A Yiannakidis, K Aberman… - … on Visualization and …, 2022 - ieeexplore.ieee.org
Synthesizing human motion with a global structure, such as a choreography, is a
challenging task. Existing methods tend to concentrate on local smooth pose transitions and …