Search Results for author: Ziqian Wang

Found 6 papers, 1 papers with code

Causally-informed Deep Learning towards Explainable and Generalizable Outcomes Prediction in Critical Care

no code implementations4 Feb 2025 Yuxiao Cheng, Xinxin Song, Ziqian Wang, Qin Zhong, Kunlun He, Jinli Suo

Recent advances in deep learning (DL) have prompted the development of high-performing early warning score (EWS) systems, predicting clinical deteriorations such as acute kidney injury, acute myocardial infarction, or circulatory failure.

Causal Discovery Circulatory Failure +1

SELM: Speech Enhancement Using Discrete Tokens and Language Models

no code implementations15 Dec 2023 Ziqian Wang, Xinfa Zhu, Zihan Zhang, YuanJun Lv, Ning Jiang, Guoqing Zhao, Lei Xie

Given the intrinsic similarity between speech generation and speech enhancement, harnessing semantic information holds potential advantages for speech enhancement tasks.

Self-Supervised Learning Speech Enhancement

An Exploration of Task-decoupling on Two-stage Neural Post Filter for Real-time Personalized Acoustic Echo Cancellation

no code implementations7 Oct 2023 Zihan Zhang, Jiayao Sun, Xianjun Xia, Ziqian Wang, Xiaopeng Yan, Yijian Xiao, Lei Xie

Utilization of speaker representation has extended the frontier of AEC, thus attracting many researchers' interest in personalized acoustic echo cancellation (PAEC).

Acoustic echo cancellation Speech Enhancement

CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery

1 code implementation3 Oct 2023 Yuxiao Cheng, Ziqian Wang, Tingxiong Xiao, Qin Zhong, Jinli Suo, Kunlun He

This study introduces the CausalTime pipeline to generate time-series that highly resemble the real data and with ground truth causal graphs for quantitative performance evaluation.

Benchmarking Causal Discovery +1

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