Attention Assisted Discovery of Sub-Utterance Structure in Speech Emotion Recognition

@inproceedings{Huang2016AttentionAD,
  title={Attention Assisted Discovery of Sub-Utterance Structure in Speech Emotion Recognition},
  author={Che-Wei Huang and Shrikanth Narayanan},
  booktitle={INTERSPEECH},
  year={2016}
}
Recently, attention mechanism based deep learning has gained much popularity in speech recognition and natural language processing due to its flexibility at the decoding phase. Through the attention mechanism, the relevant encoding context vectors contribute a majority portion to the construction of the decoding context, while the effect of the irrelevant ones is minimized. Inspired by this idea, a speech emotion recognition system is proposed in this work for an active selection of sub… CONTINUE READING
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