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 …

Deep audio-visual learning: A survey

H Zhu, MD Luo, R Wang, AH Zheng, R He - International Journal of …, 2021 - Springer
Audio-visual learning, aimed at exploiting the relationship between audio and visual
modalities, has drawn considerable attention since deep learning started to be used …

Bailando: 3d dance generation by actor-critic gpt with choreographic memory

L Siyao, W Yu, T Gu, C Lin, Q Wang… - Proceedings of the …, 2022 - openaccess.thecvf.com
Driving 3D characters to dance following a piece of music is highly challenging due to the
spatial constraints applied to poses by choreography norms. In addition, the generated …

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 …

[PDF][PDF] AIST Dance Video Database: Multi-Genre, Multi-Dancer, and Multi-Camera Database for Dance Information Processing.

S Tsuchida, S Fukayama, M Hamasaki, M Goto - ISMIR, 2019 - academia.edu
DB), a shared database containing original street dance videos with copyright-cleared
dance music. Although dancing is highly related to dance music and dance information can …

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 …

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 …

Deepdance: music-to-dance motion choreography with adversarial learning

G Sun, Y Wong, Z Cheng… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
The creation of improvised dancing choreographies is an important research field of cross-
modal analysis. A key point of this task is how to effectively create and correlate music and …

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 …