Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognition

Haşim Sak, Andrew Senior, Françoise Beaufays

Long Short-Term Memory (LSTM) is a recurrent neural network (RNN) architecture that has been designed to address the vanishing and exploding gradient problems of conventional RNNs.…