Highway Long Short-Term Memory RNNs for Distant Speech Recognition
Table 1: Performance of highway (B)LSTMP RNNs
['System', '#Layers', 'with overlap', 'no overlap']
The performance of the DNN network is also listed for comparison. From the table, it’s clear that the highway version of the LSTM RNNs consistently outperform their non-highway companions, though with a small margin.