AllenYolk / depression-detection
The final coursework for AI in Mental Health @ PKU.
☆16Updated last year
Alternatives and similar repositories for depression-detection:
Users that are interested in depression-detection are comparing it to the libraries listed below
- the baseline model of CMDC corpus☆39Updated 2 years ago
- Papers using E-DAIC dataset (AVEC 2019 DDS)☆31Updated 2 years ago
- ☆61Updated last year
- ☆19Updated 11 months ago
- ☆14Updated last month
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆119Updated 3 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆168Updated last year
- ☆22Updated 5 months ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆75Updated 3 years ago
- Official source code for the paper: "Reading Between the Frames Multi-Modal Non-Verbal Depression Detection in Videos"☆60Updated 11 months ago
- Bachelor Thesis - Deep Learning-based Multi-modal Depression Estimation☆69Updated last year
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆38Updated 4 months ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆59Updated 6 months ago
- A survey of deep multimodal emotion recognition.☆52Updated 2 years ago
- ☆20Updated 8 months ago
- ☆10Updated last year
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆63Updated 9 months ago
- Pytorch implementation for the paper: Multivariate, Multi-frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognit…☆37Updated last year
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆33Updated 4 years ago
- code for paper 'Spatial-Temporal Attention Network for Depression Recognition from Facial Videos'☆28Updated 3 months ago
- ☆15Updated 6 months ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆38Updated 8 months ago
- "MULTIMODAL EMOTION RECOGNITION BASED ON DEEP TEMPORAL FEATURES USING CROSS-MODAL TRANSFORMER AND SELF-ATTENTION" ICASSP'23☆19Updated 2 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆86Updated last year
- ☆33Updated 7 months ago
- 多模态,语音和文本结合的情感识别,大模型finetune☆17Updated last year
- depression-detect Predicting depression from AVEC2014 using ResNet18.☆47Updated 10 months ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆34Updated 8 months ago
- ☆9Updated last year
- ☆60Updated 8 months ago