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".☆105Updated 2 years ago
- Official PyTorch implementation of Multilogue-Net (Best paper runner-up at Challenge-HML @ ACL 2020)☆58Updated 2 years ago
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆59Updated last year
- Baseline scripts for AVEC 2019, Depression Detection Sub-challenge☆16Updated 6 years ago
- Detecting depression in a conversation using Convolutional Neral Network☆73Updated 4 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆191Updated 2 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆121Updated 4 years ago
- ☆34Updated 3 years ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆82Updated 4 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆81Updated 3 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆126Updated 7 months ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆167Updated 4 years ago
- Source code for paper Multi-Task Learning for Depression Detection in Dialogs (SIGDial 2022)☆11Updated 8 months ago
- A survey of deep multimodal emotion recognition.☆54Updated 3 years ago
- Human Emotion Understanding using multimodal dataset.☆103Updated 5 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆114Updated 4 years ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆38Updated 4 years ago
- A multimodal approach on emotion recognition using audio and text.☆183Updated 5 years ago
- Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.☆65Updated 4 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆427Updated last year
- ☆70Updated last year
- Accompany code to reproduce the baselines of the International Multimodal Sentiment Analysis Challenge (MuSe 2020).☆16Updated 2 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆146Updated last year
- ☆94Updated 2 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆120Updated 4 years ago
- scripts to model depression in speech and text☆74Updated 5 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆249Updated 4 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆293Updated last year
- Multimodal Deep Learning Framework for Mental Disorder Recognition @ FG'20☆40Updated 2 years ago
- This is a short tutorial for using the CMU-MultimodalSDK.☆85Updated 6 years ago