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Speech Emotion Recognition with Dual-Sequence LSTM Architecture

This is an implementation of Speech Emotion Recognition with Dual-Sequence LSTM Architecture (DS-LSTM)

  • Dual-Sequence LSTM (DS-LSTM) ds-lstm
  • Dual-level model with DS-LSTM cell diagram

Requirements

  • Python 3
  • PyTorch 1.0

Results

  • IEMOCAP
WA UA
MDS-LSTM 69.4 69.5
MLSTM + MDS-LSTM 72.7 73.3

Acknowledgement

Jianyou Wang
Michael Xue
Ryan Culhane
Enmao Diao
Jie Ding
Vahid Tarokh

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  • Python 86.8%
  • Jupyter Notebook 7.9%
  • Shell 5.3%