429 citations · 633 across the 15 of their papers we have counts for
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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.CL2016
The IBM 2016 English Conversational Telephone Speech Recognition System
George Saon, Tom Sercu, Steven Rennie +1
We describe a collection of acoustic and language modeling techniques that lowered the word error rate of our English conversational telephone LVCSR system to a record 6.6% on the…
cs.CL2016
Advances in Very Deep Convolutional Neural Networks for LVCSR
Tom Sercu, Vaibhava Goel
Very deep CNNs with small 3x3 kernels have recently been shown to achieve very strong performance as acoustic models in hybrid NN-HMM speech recognition systems. In this paper we i…