HimangiM / Depression_Detection
Detecting depression levels in employees from videos of DAIC-WOZ dataset using LSTMs and Facial Action Units as input.
☆25Updated 5 years ago
Alternatives and similar repositories for Depression_Detection:
Users that are interested in Depression_Detection are comparing it to the libraries listed below
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆30Updated 4 years ago
- Detect Depression with AI Sub-challenge (DSS) of AVEC2019 experienment version via YZK☆13Updated 3 years ago
- AVEC 2013 Continuous Audio/Visual Emotion and Depression Recognition Challenge☆22Updated 11 years ago
- ☆11Updated 3 years ago
- ☆52Updated 10 months ago
- the baseline model of CMDC corpus☆36Updated 2 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆119Updated 4 months ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆34Updated last month
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆77Updated 2 years ago
- ABAW3 (CVPRW): A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition☆38Updated last year
- ☆20Updated 5 months ago
- Bachelor Thesis - Deep Learning-based Multi-modal Depression Estimation☆62Updated last year
- [AAAI 2020] Official implementation of VAANet for Emotion Recognition☆76Updated last year
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆70Updated 3 years ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆32Updated 5 months ago
- Depression-Detection represents a machine learning algorithm to classify audio using acoustic features in human speech, thus detecting de…☆14Updated 4 years ago
- ☆14Updated 3 years ago
- Two-stage Temporal Modelling Framework for Video-based Depression Recognition using Graph Representation☆20Updated last month
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆148Updated last year
- ☆26Updated 3 years ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆99Updated 9 months ago
- PyTorch implementation for Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition☆12Updated 2 years ago
- code for paper 'Spatial-Temporal Attention Network for Depression Recognition from Facial Videos'☆26Updated 3 weeks ago
- We achieved the 2nd and 3rd places in ABAW3 and ABAW5, respectively.☆26Updated 10 months ago
- ☆16Updated last year
- Human Emotion Understanding using multimodal dataset.☆91Updated 4 years ago
- depression-detect Predicting depression from AVEC2014 using ResNet18.☆42Updated 7 months ago
- Official source code for the paper: "Reading Between the Frames Multi-Modal Non-Verbal Depression Detection in Videos"☆52Updated 8 months ago
- Baseline scripts for AVEC 2019, Depression Detection Sub-challenge☆15Updated 5 years ago