Po-Wei Hsiao

Effective Attention Mechanism in Dynamic Models for Speech Emotion Recognition

We propose to integrate the attention mechanism into deep recurrent neural network models for speech emotion recognition. This is based on the intuition that it is beneficial to emphasize the expressive part of the speech signal for emotion recognition. By introducing attention mechanism, we make th…