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xiaoheng-zhang99's Projects

consk-gcn icon consk-gcn

The PyTorch code for paper: "CONSK-GCN: Conversational Semantic- and Knowledge-Oriented Graph Convolutional Network for Multimodal Emotion Recognition."

contrastive_loss icon contrastive_loss

Experiments with supervised contrastive learning methods with different loss functions

conv-emotion icon conv-emotion

This repo contains implementation of different architectures for emotion recognition in conversations.

conv-gcn icon conv-gcn

Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit

cvision icon cvision

Matlab implementation of computer vision algorithms

dag-erc icon dag-erc

Pytorch code for ACL-IJCNLP accepted paper "Directed Acyclic Graph Network for Conversational Emotion Recognition"

dagnn icon dagnn

A graph neural network tailored to directed acyclic graphs that outperforms conventional GNNs by leveraging the partial order as strong inductive bias besides other suitable architectural features.

data_augmentation_for_asr icon data_augmentation_for_asr

A set of audio augmentation techniques to perform noise insertion in datasets used for Automatic Speech Recognition.

deep_avsr icon deep_avsr

A PyTorch implementation of the Deep Audio-Visual Speech Recognition paper.

deep_learning_fmri_eeg icon deep_learning_fmri_eeg

Implementation of deep learning models in decoding fMRI/EEG data in a context of semantic processing

depaudionet_reproduction icon depaudionet_reproduction

Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.org/doi/10.1145/2988257.2988267), AVEC 2016}

depression-detect icon depression-detect

Predicting depression from acoustic features of speech using a Convolutional Neural Network.

depression-detection-lt-edi-2022 icon depression-detection-lt-edi-2022

This repository contains the code of our winning solution for the Shared Task on Detecting Signs of Depression from Social Media Text at LT-EDI-ACL2022.

dgcn icon dgcn

The code of paper "A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks, IEEE Transactions on Cybernetics".

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