fig6

Figure 6. The proposed deep RNN architecture. Each circle represents a LSTM cell. Each red dashed box is a Bi-LSTM layer, which consists of forward (green) and backward (blue) LSTM. The blue dashed box represents the LSTM layer with residual connections.