67 citations · 183 across the 27 of their papers we have counts for
3 papers · 1 filter
Stream Attention for far-field multi-microphone ASR
Xiaofei Wang, Yonghong Yan, Hynek Hermansky
A stream attention framework has been applied to the posterior probabilities of the deep neural network (DNN) to improve the far-field automatic speech recognition (ASR) performanc…
Relative Transfer Function Inverse Regression from Low Dimensional Manifold
Ziteng Wang, Emmanuel Vincent, Yonghong Yan
In room acoustic environments, the Relative Transfer Functions (RTFs) are controlled by few underlying modes of variability. Accordingly, they are confined to a low-dimensional man…
Rank-1 Constrained Multichannel Wiener Filter for Speech Recognition in Noisy Environments
Ziteng Wang, Emmanuel Vincent, Romain Serizel +1
Multichannel linear filters, such as the Multichannel Wiener Filter (MWF) and the Generalized Eigenvalue (GEV) beamformer are popular signal processing techniques which can improve…