output
20122024
most citedEmergence of bimodality in controlling complex networks

228 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2018Show all

5 papers · 1 filter

cs.SD2018★ 8 cited

Deep Learning Based Phase Reconstruction for Speaker Separation: A Trigonometric Perspective

Zhong-Qiu Wang, Ke Tan, DeLiang Wang

This study investigates phase reconstruction for deep learning based monaural talker-independent speaker separation in the short-time Fourier transform (STFT) domain. The key obser…

cs.CL2018

Does the brain represent words? An evaluation of brain decoding studies of language understanding

Jon Gauthier, Anna Ivanova

Language decoding studies have identified word representations which can be used to predict brain activity in response to novel words and sentences (Anderson et al., 2016; Pereira…

cs.SD2018★ 31 cited

End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction

Zhong-Qiu Wang, Jonathan Le Roux, DeLiang Wang +1

This paper proposes an end-to-end approach for single-channel speaker-independent multi-speaker speech separation, where time-frequency (T-F) masking, the short-time Fourier transf…

cs.RO2018★ 15 cited

Slip Detection with Combined Tactile and Visual Information

Jianhua Li, Siyuan Dong, Edward Adelson

Slip detection plays a vital role in robotic manipulation and it has long been a challenging problem in the robotic community. In this paper, we propose a new method based on deep…

cs.CV2018★ 17 cited

BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks

Jingfan Fan, Xiaohuan Cao, Pew-Thian Yap +1

In this paper, we propose a deep learning approach for image registration by predicting deformation from image appearance. Since obtaining ground-truth deformation fields for train…