Building a large-scale dataset for audio-conditioned dance motion synthesis

• Main Author: Wu, Jinyi
• Other Authors: Chen Change Loy
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/160410
• Institution: Nanyang Technological University

Generative models for audio-conditioned dance motion synthesis map music features to dance movements. Models are trained with a few assumptions such as strong music-dance correlation, controlled motion data and relatively simple poses. These characteristics are found in all existing datasets for dan...