92 citations · 523 across the 22 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
cs.LG2015★ 7 cited
Recurrent Models for Auditory Attention in Multi-Microphone Distance Speech Recognition
Suyoun Kim, Ian Lane
Integration of multiple microphone data is one of the key ways to achieve robust speech recognition in noisy environments or when the speaker is located at some distance from the i…
cs.LG2015★ 55 cited
Transferring Knowledge from a RNN to a DNN
William Chan, Nan Rosemary Ke, Ian Lane
Deep Neural Network (DNN) acoustic models have yielded many state-of-the-art results in Automatic Speech Recognition (ASR) tasks. More recently, Recurrent Neural Network (RNN) mode…
cs.LG2015★ 31 cited
Deep Recurrent Neural Networks for Acoustic Modelling
William Chan, Ian Lane
We present a novel deep Recurrent Neural Network (RNN) model for acoustic modelling in Automatic Speech Recognition (ASR). We term our contribution as a TC-DNN-BLSTM-DNN model, the…