6 papers
Polyglot: Multilingual Style Preserving Speech-Driven Facial Animation
Federico Nocentini, Kwanggyoon Seo, Qingju Liu +6
Speech-Driven Facial Animation (SDFA) has gained significant attention due to its applications in movies, video games, and virtual reality. However, most existing models are traine…
Zero-Shot Video Deraining with Video Diffusion Models
Tuomas Varanka, Juan Luis Gonzalez, Hyeongwoo Kim +2
Existing video deraining methods are often trained on paired datasets, either synthetic, which limits their ability to generalize to real-world rain, or captured by static cameras,…
Contextual Gesture: Co-Speech Gesture Video Generation through Context-aware Gesture Representation
Pinxin Liu, Pengfei Zhang, Hyeongwoo Kim +3
Co-speech gesture generation is crucial for creating lifelike avatars and enhancing human-computer interactions by synchronizing gestures with speech. Despite recent advancements,…
ProMode: A Speech Prosody Model Conditioned on Acoustic and Textual Inputs
Eray Eren, Qingju Liu, Hyeongwoo Kim +2
Prosody conveys rich emotional and semantic information of the speech signal as well as individual idiosyncrasies. We propose a stand-alone model that maps text-to-prosodic feature…
KinMo: Kinematic-aware Human Motion Understanding and Generation
Pengfei Zhang, Pinxin Liu, Pablo Garrido +2
Current human motion synthesis frameworks rely on global action descriptions, creating a modality gap that limits both motion understanding and generation capabilities. A single co…
VideoSPatS: Video SPatiotemporal Splines for Disentangled Occlusion, Appearance and Motion Modeling and Editing
Juan Luis Gonzalez Bello, Xu Yao, Alex Whelan +3
We present an implicit video representation for occlusions, appearance, and motion disentanglement from monocular videos, which we call Video SPatiotemporal Splines (VideoSPatS). U…