Search Results for author: Hang Chen

Found 7 papers, 2 papers with code

Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus

1 code implementation9 Jan 2021 Hang Chen, Syed Ali Asif, Jihong Park, Chien-Chung Shen, Mehdi Bennis

Federated learning (FL) is a promising distributed learning solution that only exchanges model parameters without revealing raw data.

Federated Learning

Lip-reading with Hierarchical Pyramidal Convolution and Self-Attention

no code implementations28 Dec 2020 Hang Chen, Jun Du, Yu Hu, Li-Rong Dai, Chin-Hui Lee, Bao-Cai Yin

In this paper, we propose a novel deep learning architecture to improving word-level lip-reading.

Lip Reading

Modified EP MIMO Detection Algorithm with Deep Learning Parameters Selection

no code implementations19 Oct 2020 Hang Chen, Guoqiang Yao, Jianhao Hu

According to the influence of the moment matching and parameter selection for the performance of the EP MIMO detector, we propose a modified EP MIMO detector (MEPD).

Correlating Subword Articulation with Lip Shapes for Embedding Aware Audio-Visual Speech Enhancement

no code implementations21 Sep 2020 Hang Chen, Jun Du, Yu Hu, Li-Rong Dai, Bao-Cai Yin, Chin-Hui Lee

We first extract visual embedding from lip frames using a pre-trained phone or articulation place recognizer for visual-only EASE (VEASE).

Speech Enhancement

What does the language of foods say about us?

no code implementations WS 2019 Hoang Van, Ahmad Musa, Hang Chen, Stephen Kobourov, Mihai Surdeanu

Second, we investigate the effect of socioeconomic factors (income, poverty, and education) on predicting state-level T2DM rates.

Assessment of central serous chorioretinopathy (CSC) depicted on color fundus photographs using deep Learning

no code implementations14 Jan 2019 Yi Zhen, Hang Chen, Xu Zhang, Meng Liu, Xin Meng, Jian Zhang, Jiantao Pu

To investigate whether and to what extent central serous chorioretinopathy (CSC) depicted on color fundus photographs can be assessed using deep learning technology.

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