We calculate the frame-level attention distribution f α ij by using f e ij as the input for equation 4.
we form the word-level acoustic vector f V i by taking a weighted sum of bidirectional contextual state f h ij of the frame and the corresponding framelevel attention distribution f α ij word-level Attention aims to capture the word-level acoustic attention distribution w α i based on formed word vector f V i .