RicherMans / text_based_depressionLinks
Source code for the paper "Text-based Depression Detection: What Triggers An Alert"
☆50Updated 2 years ago
Alternatives and similar repositories for text_based_depression
Users that are interested in text_based_depression are comparing it to the libraries listed below
Sorting:
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆107Updated 2 years ago
- Official PyTorch implementation of Multilogue-Net (Best paper runner-up at Challenge-HML @ ACL 2020)☆58Updated 3 years ago
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆60Updated 2 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆170Updated 5 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆123Updated 4 years ago
- Detecting depression in a conversation using Convolutional Neral Network☆74Updated 4 years ago
- Source code for paper Multi-Task Learning for Depression Detection in Dialogs (SIGDial 2022)☆12Updated last year
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆201Updated 2 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆80Updated 3 years ago
- Baseline scripts for AVEC 2019, Depression Detection Sub-challenge☆16Updated 6 years ago
- ☆34Updated 3 years ago
- Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.☆66Updated 4 years ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆84Updated 4 years ago
- ☆22Updated last year
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆42Updated 5 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆440Updated 2 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆128Updated 11 months ago
- ☆96Updated 3 years ago
- 🔆 📝 A reading list focused on Multimodal Emotion Recognition (MER) 👂👄 👀 💬☆128Updated 5 years ago
- The final coursework for AI in Mental Health @ PKU.☆19Updated 2 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆252Updated 5 years ago
- A multimodal approach on emotion recognition using audio and text.☆187Updated 5 years ago
- ☆69Updated last year
- Papers using E-DAIC dataset (AVEC 2019 DDS)☆37Updated 2 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆157Updated last year
- A survey of deep multimodal emotion recognition.☆54Updated 3 years ago
- ☆27Updated 4 years ago
- Detecting depression levels in employees from videos of DAIC-WOZ dataset using LSTMs and Facial Action Units as input.☆28Updated 6 years ago
- Official source code for the paper: "Reading Between the Frames Multi-Modal Non-Verbal Depression Detection in Videos"☆84Updated last year
- Attention-based multimodal fusion for sentiment analysis☆365Updated last year