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depression.pptx
depression.pptx
Emotion Recognition from Human Speech Using Temporal Information and Deep
Learning鐚2018 InterSpeech鐚
Speech Emotion Recognition from Variable-Length Inputs with Triplet Loss Function
鐚2018 InterSpeech鐚
GNNs
Architecture Description
MLP Tabular input Data
CNN Image input Data, Spatial feature capturing
RNN Sequence input Data, Sequential information capturing
GNN Graph input Data
A New Regression Model for Depression Severity Prediction Based on
Correlation among Audio Features Using a Graph Convolutional Neural
Network
GNN-Based Depression Recognition Using
Spatio-Temporal
depression.pptx

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depression.pptx

  • 3. Emotion Recognition from Human Speech Using Temporal Information and Deep Learning鐚2018 InterSpeech鐚
  • 4. Speech Emotion Recognition from Variable-Length Inputs with Triplet Loss Function 鐚2018 InterSpeech鐚
  • 5. GNNs Architecture Description MLP Tabular input Data CNN Image input Data, Spatial feature capturing RNN Sequence input Data, Sequential information capturing GNN Graph input Data A New Regression Model for Depression Severity Prediction Based on Correlation among Audio Features Using a Graph Convolutional Neural Network GNN-Based Depression Recognition Using Spatio-Temporal