RicherMans / text_based_depression
Source code for the paper "Text-based Depression Detection: What Triggers An Alert"
☆45Updated last year
Related projects ⓘ
Alternatives and complementary repositories for text_based_depression
- Detecting depression in a conversation using Convolutional Neral Network☆65Updated 3 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆138Updated last year
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆67Updated 3 years ago
- ☆19Updated 3 months ago
- ☆29Updated 2 years ago
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆46Updated 10 months ago
- Source code for paper Multi-Task Learning for Depression Detection in Dialogs (SIGDial 2022)☆10Updated last year
- Papers using E-DAIC dataset (AVEC 2019 DDS)☆25Updated last year
- ☆51Updated 9 months ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆26Updated 3 years ago
- the baseline model of CMDC corpus☆33Updated 2 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆114Updated 3 years ago
- Depression-Detection represents a machine learning algorithm to classify audio using acoustic features in human speech, thus detecting de…☆14Updated 4 years ago
- scripts to model depression in speech and text☆70Updated 4 years ago
- Baseline scripts for AVEC 2019, Depression Detection Sub-challenge☆15Updated 5 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆114Updated 3 years ago
- Detecting depressed Patient based on Speech Activity, Pauses in Speech and Using Deep learning Approach☆17Updated last year
- Depression Detection from Speech☆31Updated 7 years ago
- Detecting depression levels in employees from videos of DAIC-WOZ dataset using LSTMs and Facial Action Units as input.☆25Updated 5 years ago
- ☆16Updated 3 weeks ago
- Emotion recognition from IEMOCAP datasets.☆26Updated 4 years ago
- Here the code of EmoAudioNet is a deep neural network for speech classification (published in ICPR 2020)☆11Updated 4 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆76Updated 2 years ago
- A multimodal approach on emotion recognition using audio and text.☆162Updated 4 years ago
- ☆10Updated last year
- ☆16Updated last year
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆47Updated 3 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆96Updated last year