47 citations · 81 across the 3 of their papers we have counts for
3 papers
cs.CL2016★ 47 cited
Dense Prediction on Sequences with Time-Dilated Convolutions for Speech Recognition
Tom Sercu, Vaibhava Goel
In computer vision pixelwise dense prediction is the task of predicting a label for each pixel in the image. Convolutional neural networks achieve good performance on this task, wh…
cs.LG2016★ 5 cited
Co-Occuring Directions Sketching for Approximate Matrix Multiply
Youssef Mroueh, Etienne Marcheret, Vaibhava Goel
We introduce co-occurring directions sketching, a deterministic algorithm for approximate matrix product (AMM), in the streaming model. We show that co-occuring directions achieves…
cs.CL2015★ 29 cited
Deep Multimodal Learning for Audio-Visual Speech Recognition
Youssef Mroueh, Etienne Marcheret, Vaibhava Goel
In this paper, we present methods in deep multimodal learning for fusing speech and visual modalities for Audio-Visual Automatic Speech Recognition (AV-ASR). First, we study an app…