Search Results for author: Yunling Zheng

Found 4 papers, 0 papers with code

Enhancing Zero-Shot Many to Many Voice Conversion with Self-Attention VAE

no code implementations30 Mar 2022 Ziang Long, Yunling Zheng, Meng Yu, Jack Xin

Variational auto-encoder (VAE) is an effective neural network architecture to disentangle a speech utterance into speaker identity and linguistic content latent embeddings, then generate an utterance for a target speaker from that of a source speaker.

Sentence Voice Conversion

glassoformer: a query-sparse transformer for post-fault power grid voltage prediction

no code implementations22 Jan 2022 Yunling Zheng, Carson Hu, Guang Lin, Meng Yue, Bao Wang, Jack Xin

Due to the sparsified queries, GLassoformer is more computationally efficient than the standard transformers.

A Spatial-Temporal Graph Based Hybrid Infectious Disease Model with Application to COVID-19

no code implementations18 Oct 2020 Yunling Zheng, Zhijian Li, Jack Xin, Guofa Zhou

For edge feature, we design an RNN model to capture the neighboring effect and regularize the landscape of loss function so that local minima are effective and robust for prediction.

Time Series Time Series Analysis

A Recurrent Neural Network and Differential Equation Based Spatiotemporal Infectious Disease Model with Application to COVID-19

no code implementations14 Jul 2020 Zhijian Li, Yunling Zheng, Jack Xin, Guofa Zhou

Modeling the trend of infection and real-time forecasting of cases can help decision making and control of the disease spread.

Decision Making

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