477 citations · 1.7k across the 84 of their papers we have counts for
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cs.CL2015★ 2 cited
Prediction-Adaptation-Correction Recurrent Neural Networks for Low-Resource Language Speech Recognition
Yu Zhang, Ekapol Chuangsuwanich, James Glass +1
In this paper, we investigate the use of prediction-adaptation-correction recurrent neural networks (PAC-RNNs) for low-resource speech recognition. A PAC-RNN is comprised of a pair…
cs.NE2015★ 27 cited
Highway Long Short-Term Memory RNNs for Distant Speech Recognition
Yu Zhang, Guoguo Chen, Dong Yu +3
In this paper, we extend the deep long short-term memory (DLSTM) recurrent neural networks by introducing gated direct connections between memory cells in adjacent layers. These di…