Recurrent support vector machines for speech recognition

Abstract

Recurrent Neural Networks (RNNs) using Long-Short Term Memory (LSTM) architecture have demonstrated the state-of-the-art performances on speech recognition. Most of deep RNNs use the softmax activation function in the last layer for classification. This paper illustrates small but consistent advantages of replacing the softmax layer in RNN with Support… (More)
DOI: 10.1109/ICASSP.2016.7472806

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