Human motion generation, a cornerstone technique in animation and video production, has
widespread applications in various tasks like text-to-motion and music-to-dance. Previous …

Choreography creation requires high proficiency in artistic and technical skills.
Choreographers typically go through four stages to create a dance piece: preparation …

Speech-driven 3D facial animation is important for many multimedia applications. Recent
work has shown promise in using either Diffusion models or Transformer architectures for …

Generating group dance motion from the music is a challenging task with several industrial
applications. Although several methods have been proposed to tackle this problem, most of …

Dance, as an art form, fundamentally hinges on the precise synchronization with musical
beats. However, achieving aesthetically pleasing dance sequences from music is …

Generating dance movements from music has been considered a highly challenging task,
as it requires the model to comprehend concepts from two different modalities: audio and …

Humans perform a variety of interactive motions, among which duet dance is one of the most
challenging interactions. However, in terms of human motion generative models, existing …

The task of generating dance from music is crucial, yet current methods, which mainly
produce joint sequences, lead to outputs that lack intuitiveness and complicate data …

Dance and music are intimately interconnected, with group dance being a crucial part of
dance artistry. Consequently, Music-Driven Group Dance Generation has been a …

Text-to-motion generation is essential for advancing the creative industry but often presents
challenges in producing consistent, realistic motions. To address this, we focus on fine …