Publications

Combined Generative and Predictive Modeling for Speech Super-resolution

Heming Wang, Eric W Healy, Deliang Wang

uSee: Unified Speech Enhancement and Editing with Conditional Diffusion Models

Muqiao Yang, Chunlei Zhang, Yong Xu, Zhongweiyang Xu, Heming Wang, Bhiksha Raj, Dong Yu

Diffusion Conditional Expectation Model for Efficient and Robust Target Speech Extraction

Leying Zhang, Yao Qian, Linfeng Yu, Heming Wang, Xinkai Wang, Hemin Yang, Long Zhou, Shujie Liu, Yanmin Qian, Michael Zeng

Unifying Robustness and Fidelity: A Comprehensive Study of Pretrained Generative Methods for Speech Enhancement in Adverse Conditions

Heming Wang, Meng Yu, Hao Zhang, Chunlei Zhang, Zhongweiyang Xu, Muqiao Yang, Yixuan Zhang, Dong Yu

SpatialCodec: Neural Spatial Speech Coding

Zhongweiyang Xu, Yong Xu, Vinay Kothapally, Heming Wang, Muqiao Yang, Dong Yu

$ F0 $ Estimation and Voicing Detection With Cascade Architecture in Noisy Speech

Yixuan Zhang, Heming Wang, Deliang Wang

DATA2VEC-SG: Improving Self-Supervised Learning Representations for Speech Generation Tasks

Heming Wang, Yao Qian, Hemin Yang, Nauyuki Kanda, Peidong Wang, Takuya Yoshioka, Xiaofei Wang, Yiming Wang, Shujie Liu, Zhuo Chen, others

Cross-Domain Diffusion Based Speech Enhancement for Very Noisy Speech

Heming Wang, Deliang Wang

Wav2vec-switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition

Yiming Wang, Jinyu Li, Heming Wang, Yao Qian, Chengyi Wang, Yu Wu

Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction

Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, Deliang Wang

Fusing Bone-conduction and Air-conduction Sensors for Complex-Domain Speech Enhancement

Heming Wang, Xueliang Zhang, Deliang Wang

Densely-connected Convolutional Recurrent Network for Fundamental Frequency Estimation in Noisy Speech

Yixuan Zhang, Heming Wang, Deliang Wang

Cross-Domain Speech Enhancement with a Neural Cascade Architecture

Heming Wang, Deliang Wang

Attention-Based Fusion for Bone-Conducted and Air-Conducted Speech Enhancement in the Complex Domain

Heming Wang, Xueliang Zhang, Deliang Wang

Towards Robust Speech Super-resolution

Heming Wang, Deliang Wang

Neural Cascade Architecture with Triple-domain Loss for Speech Enhancement

Heming Wang, Deliang Wang

Time-frequency Loss for CNN based Speech Super-resolution

Heming Wang, Deliang Wang

A Novel Foward-PDE Approach as an Alternative to Empirical Mode Decomposition

Heming Wang, Richard Mann, Edward R Vrscay

A Diffusion-based Two-dimensional Empirical Mode Decomposition (EMD) Algorithm for Image Analysis

Heming Wang, Richard Mann, Edward R Vrscay