Fenglin Ding

Attention-Based Gated Scaling Adaptive Acoustic Model for CTC-Based Speech Recognition

In this paper, we propose a novel adaptive technique that uses an attention-based gated scaling (AGS) scheme to improve deep feature learning for connectionist temporal classification (CTC) acoustic modeling. In AGS, the outputs of each hidden layer of the main network are scaled by an auxiliary gat…