RicherMans / text_based_depressionLinks
Source code for the paper "Text-based Depression Detection: What Triggers An Alert"
☆48Updated 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:
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆57Updated last year
- Detecting depression in a conversation using Convolutional Neral Network☆71Updated 4 years ago
- Official PyTorch implementation of Multilogue-Net (Best paper runner-up at Challenge-HML @ ACL 2020)☆58Updated 2 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆104Updated 2 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆121Updated 3 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆179Updated 2 years ago
- Source code for paper Multi-Task Learning for Depression Detection in Dialogs (SIGDial 2022)☆10Updated 5 months ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆78Updated 3 years ago
- Conventionally depression detection was done through extensive clinical interviews, wherein the subject’s re- sponses are studied by the …☆1Updated 4 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆125Updated 4 months ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆46Updated 2 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆113Updated 4 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆166Updated 4 years ago
- Baseline scripts for AVEC 2019, Depression Detection Sub-challenge☆15Updated 6 years ago
- ☆33Updated 2 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆89Updated 2 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆80Updated 3 years ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆35Updated 4 years ago
- A multimodal approach on emotion recognition using audio and text.☆181Updated 5 years ago
- ☆69Updated last year
- Multimodal Sarcasm Detection Dataset☆348Updated 10 months ago
- ☆22Updated 11 months ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆121Updated 4 years ago
- Official source code for the paper: "Reading Between the Frames Multi-Modal Non-Verbal Depression Detection in Videos"☆67Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆419Updated last year
- This paper list is about multimodal sentiment analysis.☆32Updated 3 years ago
- Multimodal (text, acoustic, visual) Sentiment Analysis and Emotion Recognition on CMU-MOSEI dataset.☆27Updated 4 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆140Updated 10 months ago
- Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.☆65Updated 4 years ago
- scripts to model depression in speech and text☆72Updated 5 years ago