1 citations · 1 across the 4 of their papers we have counts for
4 papers
Topological Deep Learning for Speech Data
Zhiwang Yu
Topological data analysis (TDA) offers novel mathematical tools for deep learning. Inspired by Carlsson et al., this study designs topology-aware convolutional kernels that signifi…
Virbo: Multimodal Multilingual Avatar Video Generation in Digital Marketing
Juan Zhang, Jiahao Chen, Cheng Wang +4
With the widespread popularity of internet celebrity marketing all over the world, short video production has gradually become a popular way of presenting products information. How…
G4G:A Generic Framework for High Fidelity Talking Face Generation with Fine-grained Intra-modal Alignment
Juan Zhang, Jiahao Chen, Cheng Wang +3
Despite numerous completed studies, achieving high fidelity talking face generation with highly synchronized lip movements corresponding to arbitrary audio remains a significant ch…
Topology-enhanced machine learning for speech signal processing
Pingyao Feng, Siheng Yi, Haiyu Zhang +4
In artificial-intelligence-aided signal processing, existing deep learning models often exhibit a black-box structure. Here, conceptually beyond spectral analysis, we demonstrate t…