Speech Recognition, Speech, Deep Learning, Deep Speech, Machine Learning.
a deeper bidirectional RNN and add maxpooling to avoid overfitting. As we introduce Max-Pooling layer, CNN output length reduced by 50% for CTC Loss computation As you can see in the analysis here, Model 2 (Deep-RNN) performs the best among all 3 models. Logically hence, a better model architecture