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The Breakdancing Competition Dataset for Dance Motion Synthesis

BRACE
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BRACE is a dataset for audio-conditioned dance motion synthesis challenging common assumptions for this task: - strong music-dance correlation - controlled motion data - simple poses and movements To address these issues: - We focus on breakdancing which features acrobatic moves, tangled postures and weaker dance-music correlation. - We adopt a hybrid labelling pipeline leveraging estimation models as well as manual annotations to obtain good quality keypoint sequences at a reduced cost. - Our efforts produced the BRACE dataset, which contains over 3 hours and 30 minutes of densely annotated poses. - BRACE is also useful to fine-tune pose-estimation models thanks to its high quality keypoint annotations for complicated and uncommon poses.