2 papers
eess.IV2024
MsDC-DEQ-Net: Deep Equilibrium Model (DEQ) with Multi-scale Dilated Convolution for Image Compressive Sensing (CS)
Youhao Yu, Richard M. Dansereau
Compressive sensing (CS) is a technique that enables the recovery of sparse signals using fewer measurements than traditional sampling methods. To address the computational challen…
cs.SD2019
Speech Separation Using Gain-Adapted Factorial Hidden Markov Models
Martin H. Radfar, Richard M. Dansereau, Willy Wong
We present a new probabilistic graphical model which generalizes factorial hidden Markov models (FHMM) for the problem of single-channel speech separation (SCSS) in which we wish t…