3.6k citations · 4.7k across the 31 of their papers we have counts for
3 papers · 1 filter
Learning Filterbanks from Raw Speech for Phone Recognition
Neil Zeghidour, Nicolas Usunier, Iasonas Kokkinos +3
We train a bank of complex filters that operates on the raw waveform and is fed into a convolutional neural network for end-to-end phone recognition. These time-domain filterbanks…
Segmentation-Aware Convolutional Networks Using Local Attention Masks
Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos
We introduce an approach to integrate segmentation information within a convolutional neural network (CNN). This counter-acts the tendency of CNNs to smooth information across regi…
Mass Displacement Networks
Natalia Neverova, Iasonas Kokkinos
Despite the large improvements in performance attained by using deep learning in computer vision, one can often further improve results with some additional post-processing that ex…